Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
PLDI | June 2019
Vivek Seshadri
Principal Researcher
Publications
Publications by Year
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Ambit: In-Memory Accelerator for Bulk Bitwise Operations Using Commodity DRAM Technology
Vivek Seshadri, Donghyuk Lee, Thomas Mullins, Hasan Hassan, Amirali Boroumand, Jeremie Kim, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry
IEEE/ACM Annual International Symposium on Microarchitecture (MICRO) | October 2017
Publications by Research Area
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Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
PLDI | June 2019
-
Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
PLDI | June 2019
Ambit: In-Memory Accelerator for Bulk Bitwise Operations Using Commodity DRAM Technology
Vivek Seshadri, Donghyuk Lee, Thomas Mullins, Hasan Hassan, Amirali Boroumand, Jeremie Kim, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry
IEEE/ACM Annual International Symposium on Microarchitecture (MICRO) | October 2017
-
Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
PLDI | June 2019
Publications by Type
-
Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
PLDI | June 2019
Ambit: In-Memory Accelerator for Bulk Bitwise Operations Using Commodity DRAM Technology
Vivek Seshadri, Donghyuk Lee, Thomas Mullins, Hasan Hassan, Amirali Boroumand, Jeremie Kim, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry
IEEE/ACM Annual International Symposium on Microarchitecture (MICRO) | October 2017