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 network image tasks questions fovea activity learning networks field face target images presentation half backpropagation classification inference library periphery From Femi-Jide Akinmoladun 0 likes 3 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 brain learning network timing feedback hardware algorithm neurons neuron weight computing problem computer signal From Luis El Srouji 0 likes 39 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 networks thing lot class layers things rate structure classes space question optimization channels convolution measure representation compression backpropagation layer From Stefan Schonsheck 0 likes 38 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 photonics mesh phase structure matrix diamond structures output shifters loss backpropagation errors process network mci eyes question amount accuracy intensity power From Luis El Srouji 0 likes 25 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 neuromorphic spiking neural network neuroscience From Luis El Srouji 0 likes 12 plays 0