Invention Grant
- Patent Title: Neural network unit with output buffer feedback and masking capability
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Application No.: US15090801Application Date: 2016-04-05
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Publication No.: US10282348B2Publication Date: 2019-05-07
- Inventor: G. Glenn Henry , Terry Parks , Kyle T. O'Brien
- Applicant: VIA ALLIANCE SEMICONDUCTOR CO., LTD.
- Applicant Address: CN Shanghai
- Assignee: VIA ALLIANCE SEMICONDUCTOR CO., LTD.
- Current Assignee: VIA ALLIANCE SEMICONDUCTOR CO., LTD.
- Current Assignee Address: CN Shanghai
- Agency: McClure, Qualey & Rodack, LLP
- Main IPC: G06N3/063
- IPC: G06N3/063 ; G06F1/10 ; G06F15/82 ; G06F9/30 ; G06N3/04 ; G06F9/445 ; G06N3/08 ; G06F9/38 ; G06F7/499 ; G06F7/483 ; G06F9/32

Abstract:
An output buffer holds N words arranged as N/J mutually exclusive output buffer word groups (OBWG) of J words each. N processing units (PU) are arranged as N/J mutually exclusive PU groups each having an associated OBWG. Each PU has an accumulator, an arithmetic unit, and first and second multiplexed registers each having at least J+1 inputs and an output. A first input receives a memory operand and the other J inputs receive the J words of the associated OBWG. Each accumulator provides its output to a respective output buffer word. Each arithmetic unit performs an operation on the first and second multiplexed register outputs and the accumulator output to generate a result for accumulation into the accumulator. A mask input to the output buffer controls which words, if any, of the N words retain their current value or are updated with their respective accumulator output.
Public/Granted literature
- US20170102941A1 NEURAL NETWORK UNIT WITH OUTPUT BUFFER FEEDBACK AND MASKING CAPABILITY Public/Granted day:2017-04-13
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