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GB202302840D0 - Compressing a neural network - Google Patents

Compressing a neural network

Info

Publication number
GB202302840D0
GB202302840D0 GBGB2302840.0A GB202302840A GB202302840D0 GB 202302840 D0 GB202302840 D0 GB 202302840D0 GB 202302840 A GB202302840 A GB 202302840A GB 202302840 D0 GB202302840 D0 GB 202302840D0
Authority
GB
United Kingdom
Prior art keywords
compressing
neural network
neural
network
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
GBGB2302840.0A
Other versions
GB2622455A (en
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Imagination Technologies Ltd
Original Assignee
Imagination Technologies Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Imagination Technologies Ltd filed Critical Imagination Technologies Ltd
Priority to GB2302840.0A priority Critical patent/GB2622455A/en
Publication of GB202302840D0 publication Critical patent/GB202302840D0/en
Priority to GB2401650.3A priority patent/GB2623468A/en
Priority to CN202410207923.8A priority patent/CN119358607A/en
Priority to US18/589,256 priority patent/US20240354574A1/en
Priority to EP24159928.1A priority patent/EP4428757A1/en
Priority to EP24159921.6A priority patent/EP4421685A1/en
Priority to US18/589,092 priority patent/US20240320480A1/en
Publication of GB2622455A publication Critical patent/GB2622455A/en
Pending legal-status Critical Current

Links

Classifications

    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/16—Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • 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)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Neurology (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
GB2302840.0A 2023-02-27 2023-02-27 Compressing a neural network Pending GB2622455A (en)

Priority Applications (7)

Application Number Priority Date Filing Date Title
GB2302840.0A GB2622455A (en) 2023-02-27 2023-02-27 Compressing a neural network
GB2401650.3A GB2623468A (en) 2023-02-27 2024-02-07 Compressing a neural network
CN202410207923.8A CN119358607A (en) 2023-02-27 2024-02-26 Compressing Neural Networks
US18/589,256 US20240354574A1 (en) 2023-02-27 2024-02-27 Compressing a neural network
EP24159928.1A EP4428757A1 (en) 2023-02-27 2024-02-27 Compressing a neural network
EP24159921.6A EP4421685A1 (en) 2023-02-27 2024-02-27 Compressing a neural network
US18/589,092 US20240320480A1 (en) 2023-02-27 2024-02-27 Compressing a neural network

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB2302840.0A GB2622455A (en) 2023-02-27 2023-02-27 Compressing a neural network

Publications (2)

Publication Number Publication Date
GB202302840D0 true GB202302840D0 (en) 2023-04-12
GB2622455A GB2622455A (en) 2024-03-20

Family

ID=85794141

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2302840.0A Pending GB2622455A (en) 2023-02-27 2023-02-27 Compressing a neural network

Country Status (1)

Country Link
GB (1) GB2622455A (en)

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11625592B2 (en) * 2020-07-09 2023-04-11 Femtosense, Inc. Methods and apparatus for thread-based scheduling in multicore neural networks

Also Published As

Publication number Publication date
GB2622455A (en) 2024-03-20

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Legal Events

Date Code Title Description
732E Amendments to the register in respect of changes of name or changes affecting rights (sect. 32/1977)

Free format text: REGISTERED BETWEEN 20240822 AND 20240828