Transcription of CS7015 (Deep Learning) : Lecture 2 - McCulloch Pitts ...
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CS7015 (Deep Learning) : Lecture 2 - McCulloch Pitts ...
CS7015 (Deep Learning) : Lecture 2 McCulloch Pitts Neuron, thresholding Logic, Perceptrons, Perceptron LearningAlgorithm and Convergence, Multilayer Perceptrons (MLPs), RepresentationPower of MLPsMitesh M. KhapraDepartment of Computer Science and EngineeringIndian Institute of Technology MadrasModule : Biological Neurons1x1x2x3 yw1w2w3 Artificial Neuron The most fundamental unit of a deepneural network is called anartificialneuron Why is it called a neuron ? Where doesthe inspiration come from ? The inspiration comes from biology(more specifically, from thebrain) biological neurons = neural cells = neuralprocessing units We will first see what a biological neuronlooks like ..2x1x2x3 yw1w2w3 Artificial Neuron The most fundamental unit of a deepneural network is called anartificialneuron Why is it called a neuron ?
McCulloch Pitts Neuron, Thresholding Logic, Perceptrons, Perceptron Learning Algorithm and Convergence, Multilayer Perceptrons (MLPs), Representation ... Idea borrowed from Hugo Larochelle’s lecture slides 8. Sample illustration of hierarchical processing Idea borrowed from Hugo Larochelle’s lecture slides 8.
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