Archive for 'News'

• https://www.wsj.com/articles/does-ai-dream-of-electric-sheep-neural-networks-chatgpt-sleep-memory-overfitting-research-5ab42f1b
• https://www.newscientist.com/article/2346597-ai-uses-artificial-sleep-to-learn-new-task-without-forgetting-the-last/
• https://today.ucsd.edu/story/artificial-neural-networks-learn-better-when-they-spend-time-not-learning-at-all
• https://www.sciencedaily.com/releases/2022/11/221118160305.htm
• https://www.eurekalert.org/news-releases/970214
• https://ucsdguardian.org/2022/11/28/study-finds-that-sleep-prevents-catastrophic-forgetting-in-spiking-neural-networks/
• https://www.newswise.com/articles/inducing-brain-like-sleep-in-an-artificial-spiking-neural-network-helps-it-to-keep-learning-without-catastrophic-forgetting
• https://nautil.us/even-machine-brains-need-sleep-288191/
• https://www.snexplores.org/article/sleep-ai-models-learning-new-things-computer-memory
• https://techxplore.com/news/2022-11-mimicking-human-catastrophic-ai.html

Timothy Tadros, Giri P Krishnan, Ramyaa Ramyaa, Maxim Bazhenov

Nat Commun, 2022 Dec 15;13(1):7742. doi: 10.1038/s41467-022-34938-7.

https://pubmed.ncbi.nlm.nih.gov/36522325/

https://www.newscientist.com/article/2346597-ai-uses-artificial-sleep-to-learn-new-task-without-forgetting-the-last/

The goals of this work are to reveal theoretical principles behind the beneficial role of sleep for memory and learning and to apply them to develop novel machine-learning algorithms for AI.

https://today.ucsd.edu/story/strength-in-numbers-uc-san-diego-researchers-join-forces

Read more news from @BazhenovLab

Golden R, Delanois JE, Sanda P, Bazhenov M. PLoS Comput Biol. 2022 Nov 18;18(11):e1010628. doi: 10.1371/journal.pcbi.1010628. eCollection 2022 Nov.

Dhireesha Kudithipudi, Mario Aguilar-Simon, Jonathan Babb, Maxim Bazhenov, Douglas Blackiston, Josh Bongard, Andrew P. Brna, Suraj Chakravarthi Raja, Nick Cheney, Jeff Clune, Anurag Daram, Stefano Fusi, Peter Helfer, Leslie Kay, Nicholas Ketz, Zsolt Kira, Soheil Kolouri, Jeffrey L. Krichmar, Sam Kriegman, Michael Levin, Sandeep Madireddy, Santosh Manicka, Ali Marjaninejad, Bruce McNaughton, Risto Miikkulainen, Zaneta Navratilova, Tej Pandit, Alice Parker, Praveen K. Pilly, Sebastian Risi, Terrence J. Sejnowski, Andrea Soltoggio, Nicholas Soures, Andreas S. Tolias, Darío Urbina-Meléndez, Francisco J. ...

Tadros T, Bazhenov M. J Neurosci. 2022 Jul 6;42(27):5330-5345. doi: 10.1523/JNEUROSCI.2044-21.2022. Epub 2022 May 25.

Hayes TL, Krishnan GP, Bazhenov M, Siegelmann HT, Sejnowski TJ, Kanan C.Neural Comput. 2021 Oct 12;33(11):2908-2950. doi: 10.1162/neco_a_01433.

This article covered our recent work on sleep and memory consolidation. Read more at https://www.theladders.com/career-advice/scientists-discover-this-activity-is-the-key-to-having-a-stronger-memory

Computational models examine how sleep encodes new memories while preventing damage to old ones.

Our recent paper was reported on by the UC San Diego News Center. Read more at https://ucsdnews.ucsd.edu/pressrelease/can-sleep-protect-us-from-forgetting-old-memories