CN117151177A - 用于人工智能的并行神经处理器 - Google Patents

用于人工智能的并行神经处理器 Download PDF

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Publication number
CN117151177A
CN117151177A CN202311093908.7A CN202311093908A CN117151177A CN 117151177 A CN117151177 A CN 117151177A CN 202311093908 A CN202311093908 A CN 202311093908A CN 117151177 A CN117151177 A CN 117151177A
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classifier
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罗希特·塞思
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    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/24323—Tree-organised classifiers
    • 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
    • G06F9/46—Multiprogramming arrangements
    • 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
    • G06N3/047—Probabilistic or stochastic 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0499—Feedforward 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
    • G06N3/08—Learning methods
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
    • 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
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • 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
    • G06N3/0895—Weakly supervised learning, e.g. semi-supervised or self-supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Neurology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Feedback Control In General (AREA)
  • Medicines Containing Antibodies Or Antigens For Use As Internal Diagnostic Agents (AREA)
  • Processing Of Solid Wastes (AREA)
CN202311093908.7A 2017-09-08 2018-09-07 用于人工智能的并行神经处理器 Pending CN117151177A (zh)

Applications Claiming Priority (6)

Application Number Priority Date Filing Date Title
US201762556312P 2017-09-08 2017-09-08
US62/556,312 2017-09-08
US16/124,104 2018-09-06
US16/124,104 US11507806B2 (en) 2017-09-08 2018-09-06 Parallel neural processor for Artificial Intelligence
PCT/IB2018/000994 WO2019048922A1 (en) 2017-09-08 2018-09-07 PARALLEL NEURONAL PROCESSOR FOR ARTIFICIAL INTELLIGENCE
CN201880055138.8A CN111033522B (zh) 2017-09-08 2018-09-07 用于人工智能的并行神经处理器

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CN117151177A true CN117151177A (zh) 2023-12-01

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US (4) US11507806B2 (enExample)
EP (1) EP3679522A4 (enExample)
JP (1) JP7114694B2 (enExample)
KR (3) KR20230154295A (enExample)
CN (2) CN111033522B (enExample)
AU (2) AU2018330840B2 (enExample)
CA (1) CA3112064A1 (enExample)
TW (2) TWI789423B (enExample)
WO (1) WO2019048922A1 (enExample)

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US11676685B2 (en) * 2019-03-21 2023-06-13 Illumina, Inc. Artificial intelligence-based quality scoring
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US12354008B2 (en) 2020-02-20 2025-07-08 Illumina, Inc. Knowledge distillation and gradient pruning-based compression of artificial intelligence-based base caller
US20210265016A1 (en) 2020-02-20 2021-08-26 Illumina, Inc. Data Compression for Artificial Intelligence-Based Base Calling
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KR102598208B1 (ko) 2023-11-02
US20230316056A1 (en) 2023-10-05
KR102215619B1 (ko) 2021-02-15
US20190080227A1 (en) 2019-03-14
KR20210018527A (ko) 2021-02-17
AU2018330840B2 (en) 2021-07-01
EP3679522A4 (en) 2021-06-09
TWI846192B (zh) 2024-06-21
AU2021240266B2 (en) 2024-02-29
EP3679522A1 (en) 2020-07-15
TW201921296A (zh) 2019-06-01
CN111033522A (zh) 2020-04-17
US20190080228A1 (en) 2019-03-14
AU2021240266A1 (en) 2021-10-28
TW202328982A (zh) 2023-07-16
KR20230154295A (ko) 2023-11-07
WO2019048922A1 (en) 2019-03-14
JP2020533668A (ja) 2020-11-19
KR20200057707A (ko) 2020-05-26
US12061974B2 (en) 2024-08-13
AU2018330840A1 (en) 2020-02-27
US11138496B2 (en) 2021-10-05
US11507806B2 (en) 2022-11-22
CN111033522B (zh) 2023-09-19
CA3112064A1 (en) 2019-03-14
TWI789423B (zh) 2023-01-11
JP7114694B2 (ja) 2022-08-08
US20250217635A1 (en) 2025-07-03

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