Search for tag: "backpropagation"

Foveated Neuromorphic Image Processing

Sensing, Imaging and Signal Processing 16 Team Lead: Luis El Srouji Advisor: Prof. Yoo

From  Femi-Jide Akinmoladun 0 likes 2 plays 0  

Meeting 5-4-21: Backpropagation and the Brain

Mehmet Berkay leads a discussion on the potential biological basis for backpropagation and a justification for its uses in spiking neural networks.

From  Luis El Srouji 0 likes 20 plays 0  

yi.ma.4.13

In this talk, we offer an entirely “white box’’ interpretation of deep (convolution) networks from the perspective of data compression (and group invariance). In particular, we show…

From  Stefan Schonsheck 0 likes 16 plays 0  

Meeting 4-20-21: Diamond Mesh MZI-based Optical Processor

Dr. Farhad Shokraneh goes over his recent work on an optical processor for neural networks, and describes the features which make this architecture more fault- and loss-tolerant than other similar…

From  Luis El Srouji 0 likes 2 plays 0  

Meeting 4-1-21: Predictive Error-Driven Learning

Professor Randy O'Reilly presented on Predictive Error-Driven Learning in the Brain; this method approximates backpropagation in rate-approximated neural networks and will be soon extended to…

From  Luis El Srouji 0 likes 5 plays 0