GB202201358D0 - Activation functions for deep neural networks - Google Patents

Activation functions for deep neural networks

Info

Publication number
GB202201358D0
GB202201358D0 GBGB2201358.5A GB202201358A GB202201358D0 GB 202201358 D0 GB202201358 D0 GB 202201358D0 GB 202201358 A GB202201358 A GB 202201358A GB 202201358 D0 GB202201358 D0 GB 202201358D0
Authority
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United Kingdom
Prior art keywords
neural networks
deep neural
activation functions
activation
functions
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.)
Granted
Application number
GBGB2201358.5A
Other versions
GB2601073B (en
GB2601073A (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
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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.)
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Application filed by Imagination Technologies Ltd filed Critical Imagination Technologies Ltd
Priority to GB2201358.5A priority Critical patent/GB2601073B/en
Priority claimed from GB1718300.5A external-priority patent/GB2568087B/en
Publication of GB202201358D0 publication Critical patent/GB202201358D0/en
Publication of GB2601073A publication Critical patent/GB2601073A/en
Application granted granted Critical
Publication of GB2601073B publication Critical patent/GB2601073B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/06Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/048Activation functions
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Neurology (AREA)
  • Image Processing (AREA)
GB2201358.5A 2017-11-03 2017-11-03 Activation functions for Deep Neural Networks Active GB2601073B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB2201358.5A GB2601073B (en) 2017-11-03 2017-11-03 Activation functions for Deep Neural Networks

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB2201358.5A GB2601073B (en) 2017-11-03 2017-11-03 Activation functions for Deep Neural Networks
GB1718300.5A GB2568087B (en) 2017-11-03 2017-11-03 Activation functions for deep neural networks

Publications (3)

Publication Number Publication Date
GB202201358D0 true GB202201358D0 (en) 2022-03-16
GB2601073A GB2601073A (en) 2022-05-18
GB2601073B GB2601073B (en) 2022-08-10

Family

ID=81289311

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2201358.5A Active GB2601073B (en) 2017-11-03 2017-11-03 Activation functions for Deep Neural Networks

Country Status (1)

Country Link
GB (1) GB2601073B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20240112358A1 (en) * 2022-09-22 2024-04-04 Qualcomm Incorporated Deep learning model for high resolution predictions

Also Published As

Publication number Publication date
GB2601073B (en) 2022-08-10
GB2601073A (en) 2022-05-18

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