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 on May 12th, 2021 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 on May 7th, 2021 0 likes 7 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 on April 22nd, 2021 0 likes 12 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 on April 20th, 2021 0 likes 1 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 on April 1st, 2021 0 likes 4 plays 0