Spiking neural network simulator for image and video processing
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United States of America Patent
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May 29, 2018
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Apr 6, 2015
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Apr 6, 2015
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Abstract
Described is system for simulating spiking neural networks for image and video processing. The system processes an image with a spiking neural network simulator having a plurality of inter-connected modules. Each module comprises a plurality of neuron elements. Processing the image further comprises performing a neuron state update for each module, that includes aggregating input spikes and updating neuron membrane potentials, and performing spike propagation for each module, which includes transferring spikes generated in a current time step. Finally, an analysis result is output.
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