Sleep-like unsupervised replay reduces catastrophic forgetting in artificial neural networks

to related objects

Location: Deutsche Nationalbibliothek Frankfurt am Main

ISSN: 2041-1723

Extent: Online-Ressource

Language: Englisch

Notes: online resource.

Bibliographic citation: Sleep-like unsupervised replay reduces catastrophic forgetting in artificial neural networks ; volume:13 ; number:1 ; day:15 ; month:12 ; year:2022 ; pages:1-12 ; date:12.2022
Nature Communications ; 13, Heft 1 (15.12.2022), 1-12, 12.2022

Creator: Tadros, Timothy
Krishnan, Giri P.
Ramyaa, Ramyaa
Bazhenov, Maxim

Contributor: SpringerLink (Online service)

DOI: 10.1038/s41467-022-34938-7

URN: urn:nbn:de:101:1-2023022321215808842556

Rights: Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 14.08.2025, 10:47 AM CEST

Data provider

This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.

Show original at data provider

Associated

Tadros, Timothy
Krishnan, Giri P.
Ramyaa, Ramyaa
Bazhenov, Maxim
SpringerLink (Online service)

Other Objects (12)

Enhancing network modularity to mitigate catastrophic forgetting

Model architecture can transform catastrophic forgetting into positive transfer

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Replay : Roman

Complete Eager Replay

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Enhancing network modularity to mitigate catastrophic forgetting

Model architecture can transform catastrophic forgetting into positive transfer

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Replay : Roman

Complete Eager Replay

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Enhancing network modularity to mitigate catastrophic forgetting

Model architecture can transform catastrophic forgetting into positive transfer

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Replay : Roman

Complete Eager Replay

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Standfoto

Forgetting Dad

Cultural heritage institutions wishing to register will find more information here.

Fields marked * need to be filled in.

Username*

Please enter your username

Email*

Please enter your email address

Please do not fill this field

First name

Last name

Password*

Please enter your password

Confirm password*

Please enter the same password

I have read the terms of use and the privacy policy for the collection of personal data and accept them. *

This field is required.

I would like to subscribe to the newsletter of the Deutsche Digitale Bibliothek. See newsletter subscription info.

Account created

Your "My DDB" account has been successfully created. Before you can log in to your account, you must click the confirmation link in the message we just sent to the email address you provided.

Sleep-like unsupervised replay reduces catastrophic forgetting in artificial neural networks

Object Details

References and Relationships

Contributors, Places and Time

Further information

Data provider

Associated

Other Objects (12)

Enhancing network modularity to mitigate catastrophic forgetting

Model architecture can transform catastrophic forgetting into positive transfer

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Replay : Roman

Complete Eager Replay

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Enhancing network modularity to mitigate catastrophic forgetting

Model architecture can transform catastrophic forgetting into positive transfer

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Replay : Roman

Complete Eager Replay

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Enhancing network modularity to mitigate catastrophic forgetting

Model architecture can transform catastrophic forgetting into positive transfer

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Principles of Catastrophic Forgetting for Continual Semantic Segmentation in Automated Driving

Replay : Roman

Complete Eager Replay

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Forgetting Dad

Related objects

Reset password