Search for tag: "backpropagation"

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Foveated Neuromorphic Image Processing duration 4 minutes 4 seconds Foveated Neuromorphic Image Processing Foveated Neuromorphic Image Processing	Foveated Neuromorphic Image Processing Sensing, Imaging and Signal Processing 16 Team Lead: Luis El Srouji Advisor: Prof. Yoo processing +19 More From Femi-Jide Akinmoladun 0 likes 4 plays 0
Meeting 5-4-21: Backpropagation and the Brain duration 1 hour 43 minutes Meeting 5-4-21: Backpropagation and the Brain Meeting 5-4-21: Backpropagation and the Brain	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. backpropagation +14 More From Luis El Srouji 0 likes 43 plays 0
yi.ma.4.13 duration 1 hour 11 minutes yi.ma.4.13 yi.ma.4.13	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… network +19 More From Stefan Schonsheck 0 likes 45 plays 0
Meeting 4-20-21: Diamond Mesh MZI-based Optical… duration 1 hour 22 minutes Meeting 4-20-21: Diamond Mesh MZI-based Optical… Meeting 4-20-21: Diamond Mesh MZI-based Optical Processor	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… neural networks +21 More From Luis El Srouji 0 likes 32 plays 0
Meeting 4-1-21: Predictive Error-Driven Learning duration 1 hour 21 minutes Meeting 4-1-21: Predictive Error-Driven Learning Meeting 4-1-21: Predictive Error-Driven Learning	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… backpropagation +3 More From Luis El Srouji 0 likes 18 plays 0