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pro vyhledávání: '"Hummos, Ali"'
Autor:
Sandbrink, Kai, Bauer, Jan P., Proca, Alexandra M., Saxe, Andrew M., Summerfield, Christopher, Hummos, Ali
Animals survive in dynamic environments changing at arbitrary timescales, but such data distribution shifts are a challenge to neural networks. To adapt to change, neural systems may change a large number of parameters, which is a slow process involv
Externí odkaz:
http://arxiv.org/abs/2411.03840
Autor:
Hummos, Ali, del Río, Felipe, Wang, Brabeeba Mien, Hurtado, Julio, Calderon, Cristian B., Yang, Guangyu Robert
Humans and many animals show remarkably adaptive behavior and can respond differently to the same input depending on their internal goals. The brain not only represents the intermediate abstractions needed to perform a computation but also actively m
Externí odkaz:
http://arxiv.org/abs/2407.17356
Autor:
Hummos, Ali
Publikováno v:
The Eleventh International Conference on Learning Representations 2023
Animals thrive in a constantly changing environment and leverage the temporal structure to learn well-factorized causal representations. In contrast, traditional neural networks suffer from forgetting in changing environments and many methods have be
Externí odkaz:
http://arxiv.org/abs/2205.11713
Autor:
Hummos, Ali1,2 (AUTHOR), Wang, Bin A.3,4 (AUTHOR), Drammis, Sabrina1,2,5 (AUTHOR), Halassa, Michael M.1,2 (AUTHOR) mhalassa@mit.edu, Pleger, Burkhard3,4 (AUTHOR)
Publikováno v:
PLoS Computational Biology. 9/12/2022, Vol. 18 Issue 9, p1-29. 29p. 2 Diagrams, 3 Graphs.
Akademický článek
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Autor:
Hummos, Ali1,2, Nair, Satish S.3 NairS@Missouri.edu
Publikováno v:
PLoS ONE. 8/7/2017, Vol. 12 Issue 8, p1-27. 27p.
Publikováno v:
Hippocampus
Acetylcholine regulates memory encoding and retrieval by inducing the hippocampus to switch between pattern separation and pattern completion modes. However, both processes can introduce significant variations in the level of network activity and pot
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::41ce042015202a3ebafd0f77ced1afc8
https://europepmc.org/articles/PMC9121438/
https://europepmc.org/articles/PMC9121438/
Publikováno v:
BMC Neuroscience. 2011 Supplement 1, Vol. 12 Issue Suppl 1, p1-1. 1p.
Autor:
Zheng WL; Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China. weilong@sjtu.edu.cn.; Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai, China. weilong@sjtu.edu.cn.; Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, MA, USA. weilong@sjtu.edu.cn., Wu Z; Department of Neuroscience, The University of Texas at Austin, Austin, TX, USA., Hummos A; Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, MA, USA., Yang GR; Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, MA, USA.; Altera.AL, Inc., Menlo Park, CA, USA., Halassa MM; Department of Neuroscience, Tufts University School of Medicine, Boston, MA, USA. michael.halassa@tufts.edu.; Department of Psychiatry, Tufts University School of Medicine, Boston, MA, USA. michael.halassa@tufts.edu.
Publikováno v:
Nature communications [Nat Commun] 2024 Sep 27; Vol. 15 (1), pp. 8275. Date of Electronic Publication: 2024 Sep 27.
Autor:
Hummos A; Department of Health Informatics, University of Missouri, Columbia, Missouri; Department of Psychiatry, University of Missouri, Columbia, Missouri., Franklin CC, Nair SS
Publikováno v:
Hippocampus [Hippocampus] 2014 Dec; Vol. 24 (12), pp. 1430-48. Date of Electronic Publication: 2014 Jul 08.