Implementing a neural network algorithm on a neurosynaptic substrate based on criteria related to the neurosynaptic substrate

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United States of America Patent

PATENT NO 10204301
APP PUB NO 20160335535A1
SERIAL NO

14662096

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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One embodiment of the invention provides a system for mapping a neural network onto a neurosynaptic substrate. The system comprises a reordering unit for reordering at least one dimension of an adjacency matrix representation of the neural network. The system further comprises a mapping unit for selecting a mapping method suitable for mapping at least one portion of the matrix representation onto the substrate, and mapping the at least one portion of the matrix representation onto the substrate utilizing the mapping method selected. The system further comprises a refinement unit for receiving user input regarding at least one criterion relating to accuracy or resource utilization of the substrate. The system further comprises an evaluating unit for evaluating each mapped portion against each criterion. Each mapped portion that fails to satisfy a criterion may be remapped to allow trades offs between accuracy and resource utilization of the substrate.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINE CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Amir, Arnon Saratoga, US 68 2068
Appuswamy, Rathinakumar San Jose, US 50 364
Datta, Pallab San Jose, US 69 427
Flickner, Myron D San Jose, US 70 1001
Merolla, Paul A Palo Alto, US 75 1180
Modha, Dharmendra S San Jose, US 235 4207
Shaw, Benjamin G San Francisco, US 23 499

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