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GB202310102D0 - Activation accelerator for neural network accelerator - Google Patents

Activation accelerator for neural network accelerator

Info

Publication number
GB202310102D0
GB202310102D0 GBGB2310102.5A GB202310102A GB202310102D0 GB 202310102 D0 GB202310102 D0 GB 202310102D0 GB 202310102 A GB202310102 A GB 202310102A GB 202310102 D0 GB202310102 D0 GB 202310102D0
Authority
GB
United Kingdom
Prior art keywords
accelerator
neural network
activation
network accelerator
activation accelerator
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
GBGB2310102.5A
Other versions
GB2631488A (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 GB2310102.5A priority Critical patent/GB2631488A/en
Publication of GB202310102D0 publication Critical patent/GB202310102D0/en
Priority to US18/758,244 priority patent/US20250053595A1/en
Priority to US18/758,560 priority patent/US20250053552A1/en
Priority to US18/758,917 priority patent/US20250053451A1/en
Priority to US18/757,972 priority patent/US20250028943A1/en
Priority to EP24185323.3A priority patent/EP4485281A1/en
Priority to EP24185313.4A priority patent/EP4485280A1/en
Publication of GB2631488A publication Critical patent/GB2631488A/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
    • G06N3/06—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
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/17—Function evaluation by approximation methods, e.g. inter- or extrapolation, smoothing, least mean square method
    • 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
    • G06N3/048—Activation functions

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Pure & Applied Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Neurology (AREA)
  • Image Processing (AREA)
GB2310102.5A 2023-06-30 2023-06-30 Activation accelerator for neural network accelerator Pending GB2631488A (en)

Priority Applications (7)

Application Number Priority Date Filing Date Title
GB2310102.5A GB2631488A (en) 2023-06-30 2023-06-30 Activation accelerator for neural network accelerator
US18/758,244 US20250053595A1 (en) 2023-06-30 2024-06-28 Activation accelerator for neural network accelerator
US18/758,560 US20250053552A1 (en) 2023-06-30 2024-06-28 Activation accelerator for neural network accelerator
US18/758,917 US20250053451A1 (en) 2023-06-30 2024-06-28 Activation accelerator for neural network accelerator
US18/757,972 US20250028943A1 (en) 2023-06-30 2024-06-28 Activation accelerator for neural network accelerator
EP24185323.3A EP4485281A1 (en) 2023-06-30 2024-06-28 Activation accelerator for neural network accelerator
EP24185313.4A EP4485280A1 (en) 2023-06-30 2024-06-28 Activation accelerator for neural network accelerator

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB2310102.5A GB2631488A (en) 2023-06-30 2023-06-30 Activation accelerator for neural network accelerator

Publications (2)

Publication Number Publication Date
GB202310102D0 true GB202310102D0 (en) 2023-08-16
GB2631488A GB2631488A (en) 2025-01-08

Family

ID=87556888

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2310102.5A Pending GB2631488A (en) 2023-06-30 2023-06-30 Activation accelerator for neural network accelerator

Country Status (1)

Country Link
GB (1) GB2631488A (en)

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170169132A1 (en) * 2015-12-15 2017-06-15 Analog Devices, Inc. Accelerated lookup table based function evaluation
GB2568087B (en) * 2017-11-03 2022-07-20 Imagination Tech Ltd Activation functions for deep neural networks
CN108920748B (en) * 2018-05-22 2023-01-06 复旦大学 Nonlinear operation circuit structure with high flexibility and precision

Also Published As

Publication number Publication date
GB2631488A (en) 2025-01-08

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