GB2568230B - Processing in neural networks - Google Patents

Processing in neural networks Download PDF

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Publication number
GB2568230B
GB2568230B GB1717306.3A GB201717306A GB2568230B GB 2568230 B GB2568230 B GB 2568230B GB 201717306 A GB201717306 A GB 201717306A GB 2568230 B GB2568230 B GB 2568230B
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United Kingdom
Prior art keywords
processing
neural networks
neural
networks
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Application number
GB1717306.3A
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English (en)
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GB2568230A (en
GB201717306D0 (en
Inventor
Felix Stephen
Christian Knowles Simon
Da Costa Godfrey
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Graphcore Ltd
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Graphcore Ltd
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Application filed by Graphcore Ltd filed Critical Graphcore Ltd
Priority to GB1717306.3A priority Critical patent/GB2568230B/en
Publication of GB201717306D0 publication Critical patent/GB201717306D0/en
Priority to US15/886,331 priority patent/US11900109B2/en
Priority to EP18200108.1A priority patent/EP3474193B1/en
Priority to CN201811206575.3A priority patent/CN109697506B/zh
Priority to JP2018197162A priority patent/JP6709266B2/ja
Priority to KR1020180125335A priority patent/KR102197539B1/ko
Priority to TW107136964A priority patent/TWI719348B/zh
Priority to CA3021426A priority patent/CA3021426C/en
Publication of GB2568230A publication Critical patent/GB2568230A/en
Application granted granted Critical
Publication of GB2568230B publication Critical patent/GB2568230B/en
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003—Arrangements for executing specific machine instructions
    • G06F9/30007—Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/30036—Instructions to perform operations on packed data, e.g. vector, tile or matrix operations
    • G06F9/30038—Instructions to perform operations on packed data, e.g. vector, tile or matrix operations using a mask
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/061—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using biological neurons, e.g. biological neurons connected to an integrated circuit
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/58—Random or pseudo-random number generators
    • G06F7/582—Pseudo-random number generators
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003—Arrangements for executing specific machine instructions
    • G06F9/30007—Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/30018—Bit or string instructions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003—Arrangements for executing specific machine instructions
    • G06F9/30007—Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/30036—Instructions to perform operations on packed data, e.g. vector, tile or matrix operations
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • Neurology (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Executing Machine-Instructions (AREA)
  • Advance Control (AREA)
  • Complex Calculations (AREA)
GB1717306.3A 2017-10-20 2017-10-20 Processing in neural networks Active GB2568230B (en)

Priority Applications (8)

Application Number Priority Date Filing Date Title
GB1717306.3A GB2568230B (en) 2017-10-20 2017-10-20 Processing in neural networks
US15/886,331 US11900109B2 (en) 2017-10-20 2018-02-01 Instruction for masking randomly selected values in a source vector for neural network processing
EP18200108.1A EP3474193B1 (en) 2017-10-20 2018-10-12 Processing in neural networks
CN201811206575.3A CN109697506B (zh) 2017-10-20 2018-10-16 神经网络中的处理
JP2018197162A JP6709266B2 (ja) 2017-10-20 2018-10-19 ニューラルネットワークにおける処理
KR1020180125335A KR102197539B1 (ko) 2017-10-20 2018-10-19 신경 네트워크들에서 프로세싱하기
TW107136964A TWI719348B (zh) 2017-10-20 2018-10-19 執行單元，用於執行電腦程式之方法，以及電腦程式
CA3021426A CA3021426C (en) 2017-10-20 2018-10-19 Processing in neural networks

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB1717306.3A GB2568230B (en) 2017-10-20 2017-10-20 Processing in neural networks

Publications (3)

Publication Number Publication Date
GB201717306D0 GB201717306D0 (en) 2017-12-06
GB2568230A GB2568230A (en) 2019-05-15
GB2568230B true GB2568230B (en) 2020-06-03

Family

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Family Applications (1)

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GB1717306.3A Active GB2568230B (en) 2017-10-20 2017-10-20 Processing in neural networks

Country Status (8)

Country Link
US (1) US11900109B2 (enExample)
EP (1) EP3474193B1 (enExample)
JP (1) JP6709266B2 (enExample)
KR (1) KR102197539B1 (enExample)
CN (1) CN109697506B (enExample)
CA (1) CA3021426C (enExample)
GB (1) GB2568230B (enExample)
TW (1) TWI719348B (enExample)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102683757B1 (ko) * 2018-02-20 2024-07-10 삼성전자주식회사 심층 신경망의 학습을 수행시키는 방법 및 그에 대한 장치
KR102694572B1 (ko) * 2018-02-20 2024-08-13 삼성전자주식회사 완전 연결 네트워크의 데이터 입력 및 출력을 제어하는 방법 및 장치
KR102780709B1 (ko) * 2023-03-31 2025-03-12 한국과학기술원 부호형 비트 슬라이스 생성기 및 그 방법과, 부호형 비트 슬라이스 연산기와, 이들을 적용한 인공지능 신경망 가속장치

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Also Published As

Publication number Publication date
TWI719348B (zh) 2021-02-21
CA3021426A1 (en) 2019-04-20
GB2568230A (en) 2019-05-15
KR20190044549A (ko) 2019-04-30
CA3021426C (en) 2023-08-01
JP6709266B2 (ja) 2020-06-10
JP2019079524A (ja) 2019-05-23
US11900109B2 (en) 2024-02-13
CN109697506A (zh) 2019-04-30
GB201717306D0 (en) 2017-12-06
TW201931107A (zh) 2019-08-01
CN109697506B (zh) 2023-07-14
EP3474193A1 (en) 2019-04-24
US20190121639A1 (en) 2019-04-25
KR102197539B1 (ko) 2020-12-31
EP3474193B1 (en) 2025-09-10

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