MSR Demosaicing Dataset
The Microsoft Research Cambridge demosaicing data set consists of set of raw images, and their downscaled versions which can be used for learning and evaluating demosaicing (and possibly other tasks like denoising), both in linear-space…
Microsoft Band Enhancements Include Machine Learning Boost
Microsoft researchers’ innovations add a virtual keyboard and voice replies to Microsoft Band, along with machine-learning enhancements to canned responses.
Machine Learning Gets Big Boost from Ultra-Efficient Convolutional Neural Network Accelerator
Posted by Doug Burger Editor’s note: Doug Burger, a processor architect by training, is a Microsoft researcher focused on disrupting the very fabric of datacenter processing power in a mobile-first, cloud-first world. I’m excited to…
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NIPS: Oral Session 7 – John J. Hopfield
In higher animals such as mammals, complex collective behaviors emerge from the microscopic properties of large structured ensembles of neurons. I will describe a model example of emergent computational dynamics, based on old-brain cortical properties.…