Publications

Apparatus and method for in-memory binary convolution for accelerating deep binary neural networks based on a non-volatile memory structure

Abstract

The present disclosure relates to a structure including a differential memory array circuit which is configured to perform a binary convolution of two input word operands by accumulating a summation of currents through a plurality of bits which are each arranged between a wordline and a sourceline in a horizontal direction and bitlines in a vertical direction.

Date
2021
Authors
A Agrawal, AP Jacob
Inventors
Amogh Agrawal, Ajey Poovannummoottil Jacob
Patent_office
US
Patent_number
10997498
Application_number
16366187