Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Kayson Fakhar"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract Neuroscientists rely on distributed spatio-temporal patterns of neural activity to understand how neural units contribute to cognitive functions and behavior. However, the extent to which neural activity reliably indicates a unit's causal co
Externí odkaz:
https://doaj.org/article/1b8e95d1e54b4d7cb7329713b0cb6c5a
Autor:
Jasmine A. Moore, Matthias Wilms, Alejandro Gutierrez, Zahinoor Ismail, Kayson Fakhar, Fatemeh Hadaeghi, Claus C. Hilgetag, Nils D. Forkert
Publikováno v:
Frontiers in Computational Neuroscience, Vol 17 (2023)
The aim of this work was to enhance the biological feasibility of a deep convolutional neural network-based in-silico model of neurodegeneration of the visual system by equipping it with a mechanism to simulate neuroplasticity. Therefore, deep convol
Externí odkaz:
https://doaj.org/article/954779599d5546d5bfa203136ecb585b
Publikováno v:
Frontiers in Computational Neuroscience, Vol 16 (2022)
Externí odkaz:
https://doaj.org/article/ee3c2a2c502c446b88915cfabe9356af
Autor:
Kayson Fakhar, Claus C Hilgetag
Publikováno v:
PLoS Computational Biology, Vol 18, Iss 6, p e1010250 (2022)
Lesion inference analysis is a fundamental approach for characterizing the causal contributions of neural elements to brain function. This approach has gained new prominence through the arrival of modern perturbation techniques with unprecedented lev
Externí odkaz:
https://doaj.org/article/21996cb9081e41a9b2fcf72cfc67da26
Echo State Networks (ESN) are versatile recurrent neural network models in which the hidden layer remains unaltered during training. Interactions among nodes of this static backbone produce diverse representations of the given stimuli that are harnes
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::972a9724e7fb54569c7a8828d58001f4
Autor:
Kayson Fakhar, Claus C. Hilgetag
Lesion inference analysis is a fundamental approach for characterizing the causal contributions of neural elements to brain function. Historically, it has helped to localize specialized functions in the brain after brain damage, and it has gained new
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::68d89cfc6a8b4bbd039afaed6761a489
https://doi.org/10.1101/2021.11.04.467251
https://doi.org/10.1101/2021.11.04.467251
Autor:
Fakhar, Kayson1 (AUTHOR) kayson.fakhar@gmail.com, Dixit, Shrey1 (AUTHOR), Hadaeghi, Fatemeh1 (AUTHOR), Kording, Konrad P.2,3 (AUTHOR), Hilgetag, Claus C.1,4 (AUTHOR)
Publikováno v:
Scientific Reports. 1/24/2024, Vol. 14 Issue 1, p1-13. 13p.