Recurrent Neural Network Visualization

Channel:

Xalriel

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27

Published on April 14, 2017 5:32:14 AM ● Video Link: https://www.youtube.com/watch?v=aWcvIKM_VQo

Duration: 2:02

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A 128x128 fully recurrent neural network. The brightness of each pixel corresponds to that neurons activation level. Each neuron is modeled as a node that is connected to it's 8 neighbors by weighted connections, and also to a small amount of neurons in a random location within the grid (modeling an axon), also with weighted connections. A neuron receives a decaying input and if it surpasses the threshold value the neuron fires, sending a signal to its neighbors as well as down it's axon. The program uses ~4Mb of memory, but is less than .12mb in size :D