{"id":922149,"date":"2023-02-24T09:49:22","date_gmt":"2023-02-24T17:49:22","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-event&#038;p=922149"},"modified":"2023-04-25T16:18:43","modified_gmt":"2023-04-25T23:18:43","slug":"analog-optical-computing-workshop","status":"publish","type":"msr-event","link":"https:\/\/www.microsoft.com\/en-us\/research\/event\/analog-optical-computing-workshop\/","title":{"rendered":"Analog Optical Computing Workshop"},"content":{"rendered":"\n\n\n\n\n<p><strong>This in an invite-only workshop. Please do not forward.<\/strong><\/p>\n\n\n\n<p>Date: April 26, 2023 from 9:45-17:30 BST<\/p>\n\n\n\n<p>Location: 198 Science Park, Cambridge, CB4 0AB, United Kingdom<\/p>\n\n\n\n<p>As Moore&#8217;s Law is reaching its limits, the potential benefits of large-scale artificial intelligence and optimization workloads to modern society could be undermined by their sustainability \u2013 economic and environmental \u2013 when using traditional computing technologies and architectures. This has sparked a growing interest in non-traditional compute technologies such as analog and optical computing.<\/p>\n\n\n\n<p>The purpose of this workshop is to gather experts in analog and optical hardware development and practitioners and researchers from various industries who are pioneering the use of AI and optimization workloads. The workshop aims to facilitate a dialogue between technology and application experts about the role of non-traditional computing hardware in industry, and by exchanging experiences, we hope to bridge the gap between technology trends and practical applications in the post-CMOS era.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/forms.office.com\/r\/e3CZqyVVEb\" rel=\"https:\/\/forms.office.com\/r\/e3CZqyVVEb\">Register now<\/a><\/div>\n<\/div>\n\n\n\n<p><em>Please RSVP by March 24 to secure your attendance.<\/em>&nbsp;<\/p>\n\n\n\n<p>If you have questions or would like to recommend another colleague to attend, please contact Emily Maryatt at <a href=\"mailto:Maryattemily@microsoft.com\" target=\"_blank\" rel=\"noreferrer noopener\">Maryattemily@microsoft.com<\/a> for approval.&nbsp;<\/p>\n\n\n\n<h2 id=\"format\" class=\"wp-block-heading\">Format<\/h2>\n\n\n\n<p>We encourage all participants to join us in-person in Cambridge, UK to capitalize on the open dialog, breakout sessions, and social activities we are planning. We aim to be as inclusive as possible and are offering virtual options for participants who may prefer to join the workshop remotely. You can find which virtual sessions will be available below. A link to the virtual session will be provided via email after registration.<\/p>\n\n\n\n<h2 id=\"agenda\" class=\"wp-block-heading\">Agenda<\/h2>\n\n\n\n<p>For all in-person attendees, breakfast and lunch will be provided at the lab. We also invite you to join us for dinner following the workshop from 18:30-21:00 BST.<\/p>\n\n\n\n<p>We will provide a shuttle service to and from dinner, leaving from 198 Science Park at 18:15 BST and leaving the restaurant at 21:00 BST. The dinner will be hosted at the River Bar Steakhouse and Grill.<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table><thead><tr><th>Time<\/th><th class=\"has-text-align-left\" data-align=\"left\">Speaker<\/th><th>Presentation Title<\/th><th>Virtual attendance available<\/th><\/tr><\/thead><tbody><tr><td><strong>9:00 AM<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong><em>Breakfast & coffee<\/em><\/strong><\/td><td><strong><em>Breakfast served in Ruby<\/em><\/strong><\/td><td><\/td><\/tr><tr><td>9:45 AM &#8211; 10:00 AM (15 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Hitesh Ballani (MSR) & Natalia Berloff (Cambridge)<\/td><td>Welcome Introduction<\/td><td>Yes<\/td><\/tr><tr><td>10:00 AM &#8211; 10:30 AM (30 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Grace Brennan and Kirill Kalinin (MSR)<\/td><td>An analog iterative machine for compute at the speed of light<\/td><td>Yes<\/td><\/tr><tr><td>10:30 AM -10:55 AM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Daniel Brunner (CNRS)<\/td><td>Towards scalable and autonomous Photonic Neural Networks<\/td><td>Yes<\/td><\/tr><tr><td>10:55 AM -11:20 AM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Thomas Van Vaerenbergh&nbsp;(HP Labs)<\/td><td>Analog computing: the need for algorithm-hardware co-design<\/td><td>Yes<\/td><\/tr><tr><td><strong><em>11:25 AM<\/em><\/strong> <strong><em>&#8211; 11:40<\/em><\/strong> <strong><em>AM<\/em><\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong><em>Break<\/em><\/strong><\/td><td><strong><em>2<sup>nd<\/sup> floor kitchen hub<\/em><\/strong><\/td><td><\/td><\/tr><tr><td>11:40 AM &#8211; 12:05 AM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Edwin Ng (NTT Research)<\/td><td>Signal-to-noise requirements in optical Ising machines based on measurement feedback<\/td><td>Yes<\/td><\/tr><tr><td>12:05 PM &#8211; 12:30 PM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Harish Bhaskaran (Oxford)<\/td><td>Integrated photonic and optoelectronic computing concepts<\/td><td>Yes<\/td><\/tr><tr><td>12:30 PM &#8211; 12:55 PM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Stella Harrison (Southampton)<\/td><td>Analogue Computing with the \u201cPolariton Simulator\u201d<\/td><td>Yes<\/td><\/tr><tr><td><strong><em>1:00 PM<\/em><\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong><em>Lunch<\/em><\/strong><\/td><td><strong><em>Ground floor kitchen<\/em><\/strong><\/td><td><\/td><\/tr><tr><td>2:00 PM &#8211; 2:15 PM (15 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Alexander Lvovsky (Oxford)<\/td><td>Training an optical neural network by backpropagation<\/td><td>Yes<\/td><\/tr><tr><td>2:15 PM &#8211; 2:40 PM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Abhishek Singh (Princeton)<\/td><td>Ising Optimization for wireless communication<\/td><td>Yes<\/td><\/tr><tr><td>2:40 PM &#8211; 03:05 PM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Oleksiy (Alexei) Kondratyev (ADIA)<\/td><td>Analog Quantum Computing<\/td><td>Yes<\/td><\/tr><tr><td><em><strong>3:05 PM &#8211; 3:20<\/strong><\/em><strong> PM <\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong><em>Coffee break<\/em><\/strong><\/td><td><strong><em>2<sup>nd<\/sup> floor kitchen hub<\/em><\/strong><\/td><td><\/td><\/tr><tr><td>3:20 PM &#8211; 4:30 PM (70 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>Location<\/strong>\u00a0<br>Group 1: CSP\/2.2048 Emerald\u00a0<br><br>Group 2: CSP\/1.2028 Topaz\u00a0<br><br>Group 3: CSP\/2.1038 Jade<\/td><td><strong>Breakout themes<\/strong>\u00a0<br>Breakout 1: How can we close the gap between real-world optimization and analog optical technologies?\u00a0<br>\u00a0<br>Breakout 2: Can analog optical technologies help deep learning?\u00a0<br>\u00a0<br>Breakout 3: What are the common abstractions for analog optical compute technologies?\u00a0<\/td><td>No<\/td><\/tr><tr><td>4:30 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\">All<\/td><td>Report Back (10 mins each)<\/td><td>No<\/td><\/tr><tr><td>5:00 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\">Natalia Berloff<\/td><td>Workshop closing<\/td><td>No<\/td><\/tr><tr><td>5:15 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\">AIM Lab, Silica Write Lab, Silica Robotics<\/td><td><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/nam06.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.microsoft.com%2Fen-us%2Fresearch%2Fproject%2Faim%2F&data=05%7C01%7Cv-ongtu%40microsoft.com%7C21660ea4fcf1469a3ce908db3c0bd446%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638169793744814880%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=GxgwWi7Ow%2Bn25%2BuBqWgsUMpz20tpQs3wXoz%2FowN2NjU%3D&reserved=0\">MSRC Lab Tours<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/td><td>No<\/td><\/tr><tr><td>6:15 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\"><\/td><td>Transport to dinner<\/td><td>No<\/td><\/tr><tr><td>6:30 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\"><\/td><td>Dinner \u2013 Riverbar Steakhouse and Grill<\/td><td>No<\/td><\/tr><tr><td>9:00 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\"><\/td><td>Close of event<\/td><td>No<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 id=\"speakers\" class=\"wp-block-heading\">Speakers<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Harish_Oxford.jpg\" alt=\"Harish smiling for the camera\" class=\"wp-image-924333\" width=\"150\" height=\"150\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Harish_Oxford.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Harish_Oxford-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Harish_Oxford-180x180.jpg 180w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"harish-bhaskaran-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.materials.ox.ac.uk\/peoplepages\/bhaskaran.html\">Harish Bhaskaran<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\"><em>Oxford<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Daniel-Brunner_TheCNRS.jpg\" alt=\"Daniel Brunner smiling for the camera\" class=\"wp-image-924102\" width=\"150\" height=\"150\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Daniel-Brunner_TheCNRS.jpg 250w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Daniel-Brunner_TheCNRS-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Daniel-Brunner_TheCNRS-180x180.jpg 180w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"daniel-brunner-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.cnrs.fr\/fr\/personne\/daniel-brunner\">Daniel Brunner<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\"><em>CNRS<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.licdn.com\/dms\/image\/C4D03AQGWCtWjv60RRA\/profile-displayphoto-shrink_800_800\/0\/1662570450827?e=2147483647&v=beta&t=zJssRoUNF59pYJeH0aTK2UmMhWvxyiBnXa357LChd20\" alt=\"Stella smiling at camera\" width=\"150\" height=\"150\" \/><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"stella-harrison-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/stellalharrison96\/?originalSubdomain=uk\">Stella Harrison<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\"><em>Southampton<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.licdn.com\/dms\/image\/C4E03AQGUvMvRKN6pGQ\/profile-displayphoto-shrink_800_800\/0\/1573593717323?e=2147483647&v=beta&t=UdxxzoeAEB4i7Rx6EFDluHPBJ8r85u-UCieBFbic1QI\" alt=\"Oleksiy looking at camera\" width=\"150\" height=\"150\" \/><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"oleksiy-kondratyev-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/oleksiy-kondratyev-5294bb\/\">Oleksiy Kondratyev<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\"><em>Abu Dhabi Investment Authority&nbsp;<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/ntt-research.com\/wp-content\/uploads\/2023\/02\/Edwin-Ng-new.jpg\" alt=\"Edwin smiling at camera\" width=\"150\" height=\"150\" \/><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"edwin-ng-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/ntt-research.com\/phi-people-old-3\/ng-profile\/\">Edwin Ng<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\"><em>NTT Research<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.cs.princeton.edu\/~aksingh\/images\/abhishek.jpeg\" alt=\"Abhishek smiling at camera\" width=\"150\" height=\"150\" \/><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"abhishek-singh-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.cs.princeton.edu\/~aksingh\/\">Abhishek Singh<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\"><em>Princeton<\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large is-resized is-style-rounded\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chrisgk\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.licdn.com\/dms\/image\/C5603AQHkqsyYRRYm3g\/profile-displayphoto-shrink_800_800\/0\/1517533222169?e=2147483647&v=beta&t=vGlVBKrfKrTD0HjOJXH1lZNM5GfixxJcNNmMuf0kZ-M\" alt=\"Thomas Van Vaerenbergh outdoors looking at camera\" width=\"150\" height=\"150\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"thomas-van-vaerenbergh-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/thomas-van-vaerenbergh\/?originalSubdomain=be\">Thomas Van Vaerenbergh<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\"><em>HP Labs<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<h2 id=\"organizing-committee\" class=\"wp-block-heading\">Organizing committee<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/hiballan\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/Hitesh_Ballani-150x150.jpg\" alt=\"Hitesh Ballani\" class=\"wp-image-922173\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/Hitesh_Ballani-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/Hitesh_Ballani.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/Hitesh_Ballani-180x180.jpg 180w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"hitesh-ballani\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/hiballan\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hitesh Ballani<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\">Principal Researcher<br><em>Microsoft Research<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><a href=\"https:\/\/www.maths.cam.ac.uk\/person\/ngb23\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/natalia-150x150.jpg\" alt=\"Natalia Berloff\" class=\"wp-image-922182\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/natalia-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/natalia-180x180.jpg 180w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/natalia.jpg 288w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"natalia-berloff-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.maths.cam.ac.uk\/person\/ngb23\" target=\"_blank\" rel=\"noreferrer noopener\">Natalia Berloff<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\">Professor of Applied Mathematics<br><em>Cambridge University<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chrisgk\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/04\/Gk-150x150.jpg\" alt=\"Christos Gkantsidis looking at the camera\" class=\"wp-image-479835\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/04\/Gk-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/04\/Gk-300x300.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/04\/Gk-180x180.jpg 180w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/04\/Gk.jpg 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"christos-gkantsidis\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chrisgk\/\">Christos Gkantsidis<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\">Principal Researcher<br><em>Microsoft Research<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large is-resized is-style-rounded\"><a href=\"http:\/\/www.cs.ucl.ac.uk\/people\/P.Treleaven\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.licdn.com\/dms\/image\/C4E03AQEhwds6Ht2zkQ\/profile-displayphoto-shrink_400_400\/0\/1587492721643?e=1685577600&v=beta&t=8l8tgqUOi6E3Ug5Jm513RLBMx6BLU8PuLuSg0vm5Mb0\" alt=\"Emily smiling at the camera\" width=\"150\" height=\"150\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"emily-maryatt-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/emily-maryatt\/\">Emily Maryatt<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\">Senior Community Engagement PM <br><em>Microsoft<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><a href=\"http:\/\/www.cs.ucl.ac.uk\/people\/P.Treleaven\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/P.Treleaven-150x150.jpg\" alt=\"Philip Treleaven wearing a suit and tie smiling at the camera\" class=\"wp-image-922185\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/P.Treleaven-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/P.Treleaven.jpg 167w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h5 id=\"philip-treleaven-opens-in-new-tab\" class=\"wp-block-heading has-text-align-center\"><a href=\"http:\/\/www.cs.ucl.ac.uk\/people\/P.Treleaven\/\" target=\"_blank\" rel=\"noreferrer noopener\">Philip Treleaven<\/a><\/h5>\n\n\n\n<p class=\"has-text-align-center\">Professor & Director<br><em>UCL<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\" \/>\n\n\n\n<h4 id=\"microsofts-event-code-of-conduct\" class=\"wp-block-heading\">Microsoft\u2019s Event Code of Conduct<\/h4>\n\n\n\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes events Microsoft hosts and participates in, where we seek to create a respectful, friendly, and inclusive experience for all participants. As such, we do not tolerate harassing or disrespectful behavior, messages, images, or interactions by any event participant, in any form, at any aspect of the program including business and social activities, regardless of location. <\/p>\n\n\n\n<p>We do not tolerate any behavior that is degrading to any gender, race, sexual orientation or disability, or any behavior that would violate <a href=\"https:\/\/www.microsoft.com\/en-us\/legal\/compliance\/default.aspx\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft\u2019s Anti-Harassment and Anti-Discrimination Policy, Equal Employment Opportunity Policy, or&nbsp;Standards of Business Conduct<\/a>. In short, the entire experience at the venue must meet our culture standards. We encourage everyone to assist in creating a welcoming and safe environment. Please <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aka.ms\/reportconcern\" target=\"_blank\" rel=\"noopener noreferrer\">report<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, or event staff. Microsoft reserves the right to refuse admittance to or remove any person from company-sponsored events at any time in its sole discretion.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/aka.ms\/reportconcern\" target=\"_blank\" rel=\"noreferrer noopener\">Report a concern<\/a><\/div>\n<\/div>\n\n\n\n\n\n<p><strong>Day of Arrival <\/strong>&nbsp;<br>Upon your arrival at the lab, please report to the registration desk to collect your name badge.&nbsp;<\/p>\n\n\n\n<p><strong>Local accommodations<\/strong><br>If you are looking to stay overnight in Cambridge, you can explore these nearby hotels. You are not required to book these hotels, as you may wish to stay elsewhere, in which case please feel free to do so. For your convenience, please find alternative accommodation options in Cambridge <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.cambridgesciencepark.co.uk\/media\/uploads\/files\/Cambridge_Hotels_YqkldeG.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">here<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/all.accor.com\/hotel\/B2Z3\/index.en.shtml?dateIn=2023-04-19&nights=2&compositions=1&stayplus=false&snu=false#origin=accor\" target=\"_blank\" rel=\"noopener noreferrer\">Novotel Cambridge North<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (Next to Cambridge North Train Station)&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.ihg.com\/holidayinn\/hotels\/gb\/en\/cambridge\/cbgim\/hoteldetail?cm_mmc=BingMaps-_-HI-_-GB-_-CBGIM\" target=\"_blank\" rel=\"noopener noreferrer\">Holiday Inn Cambridge, an IHG Hotel<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (8 min drive)&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.hilton.com\/en\/hotels\/stncaqq-the-fellows-house-cambridge\/?campaignid=391194515&adgroupid=1192970782740227&targetid=kwd-74560883285123:loc-188&gclid=2f256337b6fe13a3afae00c4ed9dd49d&gclsrc=3p.ds&msclkid=2f256337b6fe13a3afae00c4ed9dd49d\" target=\"_blank\" rel=\"noopener noreferrer\">The Fellows House Cambridge, Curio Collection By Hilton<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (9 mins drive)&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.thewatermancambridge.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">The Waterman<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> (11 min drive)&nbsp;<\/li>\n<\/ul>\n\n\n\n<p><strong>Getting to 198 Science Park<\/strong>&nbsp;<br>You can find more information on getting here by plane, train, car, or cycling <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.cambridgesciencepark.co.uk\/getting-park\/commuting-and-visitors\/\" target=\"_blank\" rel=\"noopener noreferrer\">here<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;&nbsp;<\/p>\n\n\n\n<p>There is free cycle and car parking available at the front of the building.&nbsp;<\/p>\n\n\n\n<p><strong>Trains and Taxis<\/strong>&nbsp;<br>You can prebook a taxi or train from airports including Heathrow, Gatwick, Luton, Stansted, Birmingham and East Midlands.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Explore trains schedules and book tickets <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.nationalrail.co.uk\/\" target=\"_blank\" rel=\"noopener noreferrer\">here<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;<\/p>\n\n\n\n<p>Taxi recommendations:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.cambridgecitytaxis.co.uk\/\">Cambridge City Taxis<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.panthertaxis.co.uk\/\">Panther Taxis&nbsp;<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>From Cambridge North train station&nbsp;<\/strong><br>Our building is a 27 min walk from Cambridge North rail station or a 10-minute drive.&nbsp;&nbsp;<\/p>\n\n\n\n<p>You can choose to take an Uber or Taxi if you prefer a ride to the office from the train station.&nbsp;&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"910\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/cambridge-map-1024x910.png\" alt=\"map with directions from Cambridge North train station to 198 Science Park\" class=\"wp-image-922158\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/cambridge-map-1024x910.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/cambridge-map-300x267.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/cambridge-map-768x683.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/cambridge-map-202x180.png 202w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/cambridge-map.png 1100w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n","protected":false},"excerpt":{"rendered":"<p>The purpose of this workshop is to gather experts in analog and optical hardware development and practitioners and researchers from various industries who are pioneering the use of AI and optimization workloads. The workshop aims to facilitate a dialogue between technology and application experts about the role of non-traditional computing hardware in industry, and by exchanging experiences, we hope to bridge the gap between technology trends and practical applications in the post-CMOS era.<\/p>\n","protected":false},"featured_media":922557,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_startdate":"2023-04-26","msr_enddate":"","msr_location":"198 Science Park, Cambridge, CB4 0AB, United Kingdom","msr_expirationdate":"","msr_event_recording_link":"","msr_event_link":"https:\/\/forms.office.com\/r\/e3CZqyVVEb","msr_event_link_redirect":false,"msr_event_time":"9:45-17:30 BST","msr_hide_region":false,"msr_private_event":true,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[13556,13562],"msr-region":[256048],"msr-event-type":[197944],"msr-video-type":[],"msr-locale":[268875],"msr-program-audience":[],"msr-post-option":[],"msr-impact-theme":[264846],"class_list":["post-922149","msr-event","type-msr-event","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-research-area-computer-vision","msr-region-global","msr-event-type-hosted-by-microsoft","msr-locale-en_us"],"msr_about":"<!-- wp:msr\/event-details {\"title\":\"Analog Optical Computing Workshop\",\"image\":{\"id\":922557,\"url\":\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/AIM_Workshop_Banners_3_1920x720.jpg\",\"alt\":\"abstract image of lights\"},\"lock\":{\"move\":false,\"remove\":false}} \/-->\n\n<!-- wp:msr\/content-tabs -->\n<!-- wp:msr\/content-tab {\"title\":\"Workshop Details\"} -->\n<!-- wp:paragraph -->\n<p><strong>This in an invite-only workshop. Please do not forward.<\/strong><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Date: April 26, 2023 from 9:45-17:30 BST<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Location: 198 Science Park, Cambridge, CB4 0AB, United Kingdom<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>As Moore's Law is reaching its limits, the potential benefits of large-scale artificial intelligence and optimization workloads to modern society could be undermined by their sustainability \u2013 economic and environmental \u2013 when using traditional computing technologies and architectures. This has sparked a growing interest in non-traditional compute technologies such as analog and optical computing.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The purpose of this workshop is to gather experts in analog and optical hardware development and practitioners and researchers from various industries who are pioneering the use of AI and optimization workloads. The workshop aims to facilitate a dialogue between technology and application experts about the role of non-traditional computing hardware in industry, and by exchanging experiences, we hope to bridge the gap between technology trends and practical applications in the post-CMOS era.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:buttons -->\n<div class=\"wp-block-buttons\"><!-- wp:button -->\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/forms.office.com\/r\/e3CZqyVVEb\" rel=\"https:\/\/forms.office.com\/r\/e3CZqyVVEb\">Register now<\/a><\/div>\n<!-- \/wp:button --><\/div>\n<!-- \/wp:buttons -->\n\n<!-- wp:paragraph -->\n<p><em>Please RSVP by March 24 to secure your attendance.<\/em>&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>If you have questions or would like to recommend another colleague to attend, please contact Emily Maryatt at <a href=\"mailto:Maryattemily@microsoft.com\" target=\"_blank\" rel=\"noreferrer noopener\">Maryattemily@microsoft.com<\/a> for approval.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Format<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p>We encourage all participants to join us in-person in Cambridge, UK to capitalize on the open dialog, breakout sessions, and social activities we are planning. We aim to be as inclusive as possible and are offering virtual options for participants who may prefer to join the workshop remotely. You can find which virtual sessions will be available below. A link to the virtual session will be provided via email after registration.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Agenda<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p>For all in-person attendees, breakfast and lunch will be provided at the lab. We also invite you to join us for dinner following the workshop from 18:30-21:00 BST.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>We will provide a shuttle service to and from dinner, leaving from 198 Science Park at 18:15 BST and leaving the restaurant at 21:00 BST. The dinner will be hosted at the River Bar Steakhouse and Grill.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:spacer {\"height\":\"25px\"} -->\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:table {\"className\":\"is-style-regular\"} -->\n<figure class=\"wp-block-table is-style-regular\"><table><thead><tr><th>Time<\/th><th class=\"has-text-align-left\" data-align=\"left\">Speaker<\/th><th>Presentation Title<\/th><th>Virtual attendance available<\/th><\/tr><\/thead><tbody><tr><td><strong>9:00 AM<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong><em>Breakfast &amp; coffee<\/em><\/strong><\/td><td><strong><em>Breakfast served in Ruby<\/em><\/strong><\/td><td><\/td><\/tr><tr><td>9:45 AM - 10:00 AM (15 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Hitesh Ballani (MSR) &amp; Natalia Berloff (Cambridge)<\/td><td>Welcome Introduction<\/td><td>Yes<\/td><\/tr><tr><td>10:00 AM - 10:30 AM (30 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Grace Brennan and Kirill Kalinin (MSR)<\/td><td>An analog iterative machine for compute at the speed of light<\/td><td>Yes<\/td><\/tr><tr><td>10:30 AM -10:55 AM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Daniel Brunner (CNRS)<\/td><td>Towards scalable and autonomous Photonic Neural Networks<\/td><td>Yes<\/td><\/tr><tr><td>10:55 AM -11:20 AM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Thomas Van Vaerenbergh&nbsp;(HP Labs)<\/td><td>Analog computing: the need for algorithm-hardware co-design<\/td><td>Yes<\/td><\/tr><tr><td><strong><em>11:25 AM<\/em><\/strong> <strong><em>- 11:40<\/em><\/strong> <strong><em>AM<\/em><\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong><em>Break<\/em><\/strong><\/td><td><strong><em>2<sup>nd<\/sup> floor kitchen hub<\/em><\/strong><\/td><td><\/td><\/tr><tr><td>11:40 AM - 12:05 AM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Edwin Ng (NTT Research)<\/td><td>Signal-to-noise requirements in optical Ising machines based on measurement feedback<\/td><td>Yes<\/td><\/tr><tr><td>12:05 PM - 12:30 PM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Harish Bhaskaran (Oxford)<\/td><td>Integrated photonic and optoelectronic computing concepts<\/td><td>Yes<\/td><\/tr><tr><td>12:30 PM - 12:55 PM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Stella Harrison (Southampton)<\/td><td>Analogue Computing with the \u201cPolariton Simulator\u201d<\/td><td>Yes<\/td><\/tr><tr><td><strong><em>1:00 PM<\/em><\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong><em>Lunch<\/em><\/strong><\/td><td><strong><em>Ground floor kitchen<\/em><\/strong><\/td><td><\/td><\/tr><tr><td>2:00 PM - 2:15 PM (15 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Alexander Lvovsky (Oxford)<\/td><td>Training an optical neural network by backpropagation<\/td><td>Yes<\/td><\/tr><tr><td>2:15 PM - 2:40 PM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Abhishek Singh (Princeton)<\/td><td>Ising Optimization for wireless communication<\/td><td>Yes<\/td><\/tr><tr><td>2:40 PM - 03:05 PM (25 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\">Oleksiy (Alexei) Kondratyev (ADIA)<\/td><td>Analog Quantum Computing<\/td><td>Yes<\/td><\/tr><tr><td><em><strong>3:05 PM - 3:20<\/strong><\/em><strong> PM <\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong><em>Coffee break<\/em><\/strong><\/td><td><strong><em>2<sup>nd<\/sup> floor kitchen hub<\/em><\/strong><\/td><td><\/td><\/tr><tr><td>3:20 PM - 4:30 PM (70 mins)<\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>Location<\/strong>\u00a0<br>Group 1: CSP\/2.2048 Emerald\u00a0<br><br>Group 2: CSP\/1.2028 Topaz\u00a0<br><br>Group 3: CSP\/2.1038 Jade<\/td><td><strong>Breakout themes<\/strong>\u00a0<br>Breakout 1: How can we close the gap between real-world optimization and analog optical technologies?\u00a0<br>\u00a0<br>Breakout 2: Can analog optical technologies help deep learning?\u00a0<br>\u00a0<br>Breakout 3: What are the common abstractions for analog optical compute technologies?\u00a0<\/td><td>No<\/td><\/tr><tr><td>4:30 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\">All<\/td><td>Report Back (10 mins each)<\/td><td>No<\/td><\/tr><tr><td>5:00 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\">Natalia Berloff<\/td><td>Workshop closing<\/td><td>No<\/td><\/tr><tr><td>5:15 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\">AIM Lab, Silica Write Lab, Silica Robotics<\/td><td><a href=\"https:\/\/nam06.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.microsoft.com%2Fen-us%2Fresearch%2Fproject%2Faim%2F&amp;data=05%7C01%7Cv-ongtu%40microsoft.com%7C21660ea4fcf1469a3ce908db3c0bd446%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C638169793744814880%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=GxgwWi7Ow%2Bn25%2BuBqWgsUMpz20tpQs3wXoz%2FowN2NjU%3D&amp;reserved=0\">MSRC Lab Tours<\/a><\/td><td>No<\/td><\/tr><tr><td>6:15 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\"><\/td><td>Transport to dinner<\/td><td>No<\/td><\/tr><tr><td>6:30 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\"><\/td><td>Dinner \u2013 Riverbar Steakhouse and Grill<\/td><td>No<\/td><\/tr><tr><td>9:00 PM<\/td><td class=\"has-text-align-left\" data-align=\"left\"><\/td><td>Close of event<\/td><td>No<\/td><\/tr><\/tbody><\/table><\/figure>\n<!-- \/wp:table -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Speakers<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"id\":924333,\"width\":150,\"height\":150,\"sizeSlug\":\"full\",\"linkDestination\":\"none\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-full is-resized is-style-rounded\"><img src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Harish_Oxford.jpg\" alt=\"Harish smiling for the camera\" class=\"wp-image-924333\" width=\"150\" height=\"150\" \/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.materials.ox.ac.uk\/peoplepages\/bhaskaran.html\">Harish Bhaskaran<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\"><em>Oxford<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"align\":\"center\",\"id\":924102,\"width\":150,\"height\":150,\"sizeSlug\":\"full\",\"linkDestination\":\"custom\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded\"><img src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/03\/Daniel-Brunner_TheCNRS.jpg\" alt=\"Daniel Brunner smiling for the camera\" class=\"wp-image-924102\" width=\"150\" height=\"150\" \/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.cnrs.fr\/fr\/personne\/daniel-brunner\">Daniel Brunner<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\"><em>CNRS<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"width\":150,\"height\":150,\"sizeSlug\":\"large\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-resized is-style-rounded\"><img src=\"https:\/\/media.licdn.com\/dms\/image\/C4D03AQGWCtWjv60RRA\/profile-displayphoto-shrink_800_800\/0\/1662570450827?e=2147483647&amp;v=beta&amp;t=zJssRoUNF59pYJeH0aTK2UmMhWvxyiBnXa357LChd20\" alt=\"Stella smiling at camera\" width=\"150\" height=\"150\" \/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/stellalharrison96\/?originalSubdomain=uk\">Stella Harrison<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\"><em>Southampton<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"width\":150,\"height\":150,\"sizeSlug\":\"large\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-resized is-style-rounded\"><img src=\"https:\/\/media.licdn.com\/dms\/image\/C4E03AQGUvMvRKN6pGQ\/profile-displayphoto-shrink_800_800\/0\/1573593717323?e=2147483647&amp;v=beta&amp;t=UdxxzoeAEB4i7Rx6EFDluHPBJ8r85u-UCieBFbic1QI\" alt=\"Oleksiy looking at camera\" width=\"150\" height=\"150\" \/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/oleksiy-kondratyev-5294bb\/\">Oleksiy Kondratyev<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\"><em>Abu Dhabi Investment Authority&nbsp;<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"width\":150,\"height\":150,\"sizeSlug\":\"large\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-resized is-style-rounded\"><img src=\"https:\/\/ntt-research.com\/wp-content\/uploads\/2023\/02\/Edwin-Ng-new.jpg\" alt=\"Edwin smiling at camera\" width=\"150\" height=\"150\" \/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/ntt-research.com\/phi-people-old-3\/ng-profile\/\">Edwin Ng<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\"><em>NTT Research<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"width\":150,\"height\":150,\"sizeSlug\":\"large\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image size-large is-resized is-style-rounded\"><img src=\"https:\/\/www.cs.princeton.edu\/~aksingh\/images\/abhishek.jpeg\" alt=\"Abhishek smiling at camera\" width=\"150\" height=\"150\" \/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.cs.princeton.edu\/~aksingh\/\">Abhishek Singh<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\"><em>Princeton<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"align\":\"center\",\"width\":150,\"height\":150,\"sizeSlug\":\"large\",\"linkDestination\":\"custom\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-large is-resized is-style-rounded\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chrisgk\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img src=\"https:\/\/media.licdn.com\/dms\/image\/C5603AQHkqsyYRRYm3g\/profile-displayphoto-shrink_800_800\/0\/1517533222169?e=2147483647&amp;v=beta&amp;t=vGlVBKrfKrTD0HjOJXH1lZNM5GfixxJcNNmMuf0kZ-M\" alt=\"Thomas Van Vaerenbergh outdoors looking at camera\" width=\"150\" height=\"150\" \/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/thomas-van-vaerenbergh\/?originalSubdomain=be\">Thomas Van Vaerenbergh<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\"><em>HP Labs<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\"><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:heading -->\n<h2 class=\"wp-block-heading\">Organizing committee<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:columns -->\n<div class=\"wp-block-columns\"><!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"align\":\"center\",\"id\":922173,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"custom\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/hiballan\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/Hitesh_Ballani-150x150.jpg\" alt=\"Hitesh Ballani\" class=\"wp-image-922173\" \/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/hiballan\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hitesh Ballani<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\">Principal Researcher<br><em>Microsoft Research<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"align\":\"center\",\"id\":922182,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"custom\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><a href=\"https:\/\/www.maths.cam.ac.uk\/person\/ngb23\" target=\"_blank\" rel=\"noreferrer noopener\"><img src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/natalia-150x150.jpg\" alt=\"Natalia Berloff\" class=\"wp-image-922182\" \/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.maths.cam.ac.uk\/person\/ngb23\" target=\"_blank\" rel=\"noreferrer noopener\">Natalia Berloff<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\">Professor of Applied Mathematics<br><em>Cambridge University<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"align\":\"center\",\"id\":479835,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"custom\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chrisgk\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/04\/Gk-150x150.jpg\" alt=\"Christos Gkantsidis looking at the camera\" class=\"wp-image-479835\" \/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/chrisgk\/\">Christos Gkantsidis<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\">Principal Researcher<br><em>Microsoft Research<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"align\":\"center\",\"width\":150,\"height\":150,\"sizeSlug\":\"large\",\"linkDestination\":\"custom\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-large is-resized is-style-rounded\"><a href=\"http:\/\/www.cs.ucl.ac.uk\/people\/P.Treleaven\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img src=\"https:\/\/media.licdn.com\/dms\/image\/C4E03AQEhwds6Ht2zkQ\/profile-displayphoto-shrink_400_400\/0\/1587492721643?e=1685577600&amp;v=beta&amp;t=8l8tgqUOi6E3Ug5Jm513RLBMx6BLU8PuLuSg0vm5Mb0\" alt=\"Emily smiling at the camera\" width=\"150\" height=\"150\" \/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"https:\/\/www.linkedin.com\/in\/emily-maryatt\/\">Emily Maryatt<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\">Senior Community Engagement PM <br><em>Microsoft<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><!-- wp:image {\"align\":\"center\",\"id\":922185,\"sizeSlug\":\"thumbnail\",\"linkDestination\":\"custom\",\"className\":\"is-style-rounded\"} -->\n<figure class=\"wp-block-image aligncenter size-thumbnail is-style-rounded\"><a href=\"http:\/\/www.cs.ucl.ac.uk\/people\/P.Treleaven\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/P.Treleaven-150x150.jpg\" alt=\"Philip Treleaven wearing a suit and tie smiling at the camera\" class=\"wp-image-922185\" \/><\/a><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:spacer {\"height\":\"7px\"} -->\n<div style=\"height:7px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<!-- \/wp:spacer -->\n\n<!-- wp:heading {\"textAlign\":\"center\",\"level\":5} -->\n<h5 class=\"wp-block-heading has-text-align-center\"><a href=\"http:\/\/www.cs.ucl.ac.uk\/people\/P.Treleaven\/\" target=\"_blank\" rel=\"noreferrer noopener\">Philip Treleaven<\/a><\/h5>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph {\"align\":\"center\"} -->\n<p class=\"has-text-align-center\">Professor &amp; Director<br><em>UCL<\/em><\/p>\n<!-- \/wp:paragraph --><\/div>\n<!-- \/wp:column -->\n\n<!-- wp:column -->\n<div class=\"wp-block-column\"><\/div>\n<!-- \/wp:column --><\/div>\n<!-- \/wp:columns -->\n\n<!-- wp:separator {\"className\":\"is-style-dots\"} -->\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\" \/>\n<!-- \/wp:separator -->\n\n<!-- wp:heading {\"level\":4} -->\n<h4 class=\"wp-block-heading\">Microsoft\u2019s Event Code of Conduct<\/h4>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p>Microsoft\u2019s mission is to empower every person and every organization on the planet to achieve more. This includes events Microsoft hosts and participates in, where we seek to create a respectful, friendly, and inclusive experience for all participants. As such, we do not tolerate harassing or disrespectful behavior, messages, images, or interactions by any event participant, in any form, at any aspect of the program including business and social activities, regardless of location. <\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>We do not tolerate any behavior that is degrading to any gender, race, sexual orientation or disability, or any behavior that would violate <a href=\"https:\/\/www.microsoft.com\/en-us\/legal\/compliance\/default.aspx\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft\u2019s Anti-Harassment and Anti-Discrimination Policy, Equal Employment Opportunity Policy, or&nbsp;Standards of Business Conduct<\/a>. In short, the entire experience at the venue must meet our culture standards. We encourage everyone to assist in creating a welcoming and safe environment. Please <a href=\"https:\/\/aka.ms\/reportconcern\" target=\"_blank\" rel=\"noreferrer noopener\">report<\/a> any concerns, harassing behavior, or suspicious or disruptive activity to venue staff, the event host or owner, or event staff. Microsoft reserves the right to refuse admittance to or remove any person from company-sponsored events at any time in its sole discretion.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:buttons -->\n<div class=\"wp-block-buttons\"><!-- wp:button {\"className\":\"is-style-outline\"} -->\n<div class=\"wp-block-button is-style-outline\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/aka.ms\/reportconcern\" target=\"_blank\" rel=\"noreferrer noopener\">Report a concern<\/a><\/div>\n<!-- \/wp:button --><\/div>\n<!-- \/wp:buttons -->\n<!-- \/wp:msr\/content-tab -->\n\n<!-- wp:msr\/content-tab {\"title\":\"Getting to Cambridge\"} -->\n<!-- wp:paragraph -->\n<p><strong>Day of Arrival <\/strong>&nbsp;<br>Upon your arrival at the lab, please report to the registration desk to collect your name badge.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Local accommodations<\/strong><br>If you are looking to stay overnight in Cambridge, you can explore these nearby hotels. You are not required to book these hotels, as you may wish to stay elsewhere, in which case please feel free to do so. For your convenience, please find alternative accommodation options in Cambridge <a href=\"https:\/\/www.cambridgesciencepark.co.uk\/media\/uploads\/files\/Cambridge_Hotels_YqkldeG.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a>.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li><a href=\"https:\/\/all.accor.com\/hotel\/B2Z3\/index.en.shtml?dateIn=2023-04-19&amp;nights=2&amp;compositions=1&amp;stayplus=false&amp;snu=false#origin=accor\" target=\"_blank\" rel=\"noreferrer noopener\">Novotel Cambridge North<\/a> (Next to Cambridge North Train Station)&nbsp;<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"https:\/\/www.ihg.com\/holidayinn\/hotels\/gb\/en\/cambridge\/cbgim\/hoteldetail?cm_mmc=BingMaps-_-HI-_-GB-_-CBGIM\" target=\"_blank\" rel=\"noreferrer noopener\">Holiday Inn Cambridge, an IHG Hotel<\/a> (8 min drive)&nbsp;<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"https:\/\/www.hilton.com\/en\/hotels\/stncaqq-the-fellows-house-cambridge\/?campaignid=391194515&amp;adgroupid=1192970782740227&amp;targetid=kwd-74560883285123:loc-188&amp;gclid=2f256337b6fe13a3afae00c4ed9dd49d&amp;gclsrc=3p.ds&amp;msclkid=2f256337b6fe13a3afae00c4ed9dd49d\" target=\"_blank\" rel=\"noreferrer noopener\">The Fellows House Cambridge, Curio Collection By Hilton<\/a> (9 mins drive)&nbsp;<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"https:\/\/www.thewatermancambridge.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">The Waterman<\/a> (11 min drive)&nbsp;<\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>Getting to 198 Science Park<\/strong>&nbsp;<br>You can find more information on getting here by plane, train, car, or cycling <a href=\"https:\/\/www.cambridgesciencepark.co.uk\/getting-park\/commuting-and-visitors\/\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a>.&nbsp;&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>There is free cycle and car parking available at the front of the building.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Trains and Taxis<\/strong>&nbsp;<br>You can prebook a taxi or train from airports including Heathrow, Gatwick, Luton, Stansted, Birmingham and East Midlands.&nbsp;&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Explore trains schedules and book tickets <a href=\"https:\/\/www.nationalrail.co.uk\/\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a>.&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Taxi recommendations:&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:list -->\n<ul><!-- wp:list-item -->\n<li><a href=\"https:\/\/www.cambridgecitytaxis.co.uk\/\">Cambridge City Taxis<\/a>&nbsp;<\/li>\n<!-- \/wp:list-item -->\n\n<!-- wp:list-item -->\n<li><a href=\"https:\/\/www.panthertaxis.co.uk\/\">Panther Taxis&nbsp;<\/a><\/li>\n<!-- \/wp:list-item --><\/ul>\n<!-- \/wp:list -->\n\n<!-- wp:paragraph -->\n<p><strong>From Cambridge North train station&nbsp;<\/strong><br>Our building is a 27 min walk from Cambridge North rail station or a 10-minute drive.&nbsp;&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>You can choose to take an Uber or Taxi if you prefer a ride to the office from the train station.&nbsp;&nbsp;<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:image {\"id\":922158,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/cambridge-map-1024x910.png\" alt=\"map with directions from Cambridge North train station to 198 Science Park\" class=\"wp-image-922158\" \/><\/figure>\n<!-- \/wp:image -->\n<!-- \/wp:msr\/content-tab -->\n<!-- \/wp:msr\/content-tabs -->","tab-content":[],"msr_startdate":"2023-04-26","msr_enddate":"","msr_event_time":"9:45-17:30 BST","msr_location":"198 Science Park, Cambridge, CB4 0AB, United Kingdom","msr_event_link":"https:\/\/forms.office.com\/r\/e3CZqyVVEb","msr_event_recording_link":"","msr_startdate_formatted":"April 26, 2023","msr_register_text":"Watch now","msr_cta_link":"https:\/\/forms.office.com\/r\/e3CZqyVVEb","msr_cta_text":"Watch now","msr_cta_bi_name":"Event Register","featured_image_thumbnail":"<img width=\"960\" height=\"540\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/AIM_Workshop_Banners_3_1920x720-960x540.jpg\" class=\"img-object-cover\" alt=\"abstract image of lights\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/AIM_Workshop_Banners_3_1920x720-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/AIM_Workshop_Banners_3_1920x720-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/AIM_Workshop_Banners_3_1920x720-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/AIM_Workshop_Banners_3_1920x720-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/AIM_Workshop_Banners_3_1920x720-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/02\/AIM_Workshop_Banners_3_1920x720-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/>","event_excerpt":"The purpose of this workshop is to gather experts in analog and optical hardware development and practitioners and researchers from various industries who are pioneering the use of AI and optimization workloads. The workshop aims to facilitate a dialogue between technology and application experts about the role of non-traditional computing hardware in industry, and by exchanging experiences, we hope to bridge the gap between technology trends and practical applications in the post-CMOS era.","msr_research_lab":[],"related-researchers":[],"msr_impact_theme":["Computing foundations"],"related-academic-programs":[],"related-groups":[],"related-projects":[],"related-opportunities":[],"related-publications":[],"related-videos":[],"related-posts":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/922149","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-event"}],"version-history":[{"count":67,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/922149\/revisions"}],"predecessor-version":[{"id":936672,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event\/922149\/revisions\/936672"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/922557"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=922149"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=922149"},{"taxonomy":"msr-region","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-region?post=922149"},{"taxonomy":"msr-event-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event-type?post=922149"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=922149"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=922149"},{"taxonomy":"msr-program-audience","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-program-audience?post=922149"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=922149"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=922149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}