Quantized Stdp-Based Online-Learning Spiking Neural Network

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Quantized Stdp-Based Online-Learning Spiking Neural Network. Stdp is an online learning algorithm. The architecture of the proposed retina system.

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A sparse snn topology where noncritical connections are pruned to reduce the network size, and the remaining critical synapses are weight quantized to accommodate for limited conductance. Spiking neural network model encodes information with. Stdp is an online learning algorithm.

According To Stdp, Synapses Through Which A Presynaptic Spike Arrived Before (Respectively After) A Postsynaptic One Are Reinforced (Respectively Depressed).


The architecture of the proposed retina system. A sparse snn topology where noncritical connections are pruned to reduce the network size, and the remaining critical synapses are weight quantized to accommodate for limited conductance. Stdp, in turn, is also used to classify synapses as critical and non.

Stdp Is An Online Learning Algorithm.


Spiking neural network model encodes information with.

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