Hardware architecture for simulating a neural network of neurons
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United States of America Patent
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Oct 11, 2016
Grant Date -
Feb 4, 2016
app pub date -
May 19, 2015
filing date -
Dec 21, 2012
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Abstract
Embodiments of the invention relate to a neural network system for simulating neurons of a neural model. One embodiment comprises a memory device that maintains neuronal states for multiple neurons, a lookup table that maintains state transition information for multiple neuronal states, and a controller unit that manages the memory device. The controller unit updates a neuronal state for each neuron based on incoming spike events targeting said neuron and state transition information corresponding to said neuronal state.
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