Inference focus for offline training of SRAM inference engine in binary neural network

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United States of America Patent

PATENT NO 11797851
APP PUB NO 20230121677A1
SERIAL NO

18068637

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Abstract

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A Static Random Access Memory (SRAM) device in a binary neural network is provided. The SRAM device includes an SRAM inference engine having an SRAM computation architecture with a forward path that include multiple SRAM cells forming a chain of SRAM cells such that an output of a given one of the multiple SRAM cells is an input to a following one of the multiple SRAM cells. The SRAM computation architecture is configured to compute a prediction from an input. The SRAM computation architecture is configured to store ternary data and perform local computations on the ternary data.

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Patent Owner(s)

  • IBM CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Chia-Yu White Plains, US 113 697
Hung, Li-Wen Mahopac, US 69 241
Lai, Jui-Hsin White Plains, US 41 228
Lee, Ko-Tao Yorktown Heights, US 36 77

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