Invention Grant
- Patent Title: Apparatus and method for in-memory binary convolution for accelerating deep binary neural networks based on a non-volatile memory structure
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Application No.: US16366187Application Date: 2019-03-27
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Publication No.: US10997498B2Publication Date: 2021-05-04
- Inventor: Amogh Agrawal , Ajey Poovannummoottil Jacob
- Applicant: GLOBALFOUNDRIES U.S. INC.
- Applicant Address: US CA Santa Clara
- Assignee: GLOBALFOUNDRIES U.S. INC.
- Current Assignee: GLOBALFOUNDRIES U.S. INC.
- Current Assignee Address: US CA Santa Clara
- Agency: Roberts Calderon Safran & Cole, P.C.
- Agent Michael Le Strange; Andrew M. Calderon
- Main IPC: G11C16/28
- IPC: G11C16/28 ; G06N3/063 ; H01L27/24 ; G11C16/24 ; G11C16/08
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.
Public/Granted literature
- US20200311533A1 IN-MEMORY BINARY CONVOLUTION FOR ACCELERATING DEEP BINARY NEURAL NETWORKS Public/Granted day:2020-10-01
Information query
