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pro vyhledávání: '"DAN, F."'
Brains have evolved a diverse set of neurons with varying morphologies, physiological properties and rich dynamics that impact their processing of temporal information. By contrast, most neural network models include a homogeneous set of units that o
Externí odkaz:
http://arxiv.org/abs/2404.14325
In recent years, newly developed methods to train spiking neural networks (SNNs) have rendered them as a plausible alternative to Artificial Neural Networks (ANNs) in terms of accuracy, while at the same time being much more energy efficient at infer
Externí odkaz:
http://arxiv.org/abs/2305.08879
Autor:
Voicu, Sorina N., Mernea, Maria, Moreau, Juliette, Carteret, Charles-Emmanuel, Callewaert, Maité, Chuburu, Françoise, Herman, Hildegard, Hermenean, Anca, Mihailescu, Dan F., Stan, Miruna S.
Publikováno v:
In International Journal of Biological Macromolecules December 2024 282 Part 4
Publikováno v:
PLoS Computational Biology, Vol 20, Iss 7, p e1012246 (2024)
Animals continuously detect information via multiple sensory channels, like vision and hearing, and integrate these signals to realise faster and more accurate decisions; a fundamental neural computation known as multisensory integration. A widesprea
Externí odkaz:
https://doaj.org/article/548310ba129347f99efbd4a8ccc6c556
Autor:
Forrester, David I., England, Jacqueline R., Paul, Keryn I., Rosauer, Dan F., Roxburgh, Stephen H.
Publikováno v:
In Environmental Modelling and Software June 2024 177
Autor:
Béna, Gabriel, Goodman, Dan F. M.
It has long been believed that the brain is highly modular both in terms of structure and function, although recent evidence has led some to question the extent of both types of modularity. We used artificial neural networks to test the hypothesis th
Externí odkaz:
http://arxiv.org/abs/2106.02626
Publikováno v:
Advances in Neural Information Processing Systems (NeurIPS, 2021)
There is an increasing interest in emulating Spiking Neural Networks (SNNs) on neuromorphic computing devices due to their low energy consumption. Recent advances have allowed training SNNs to a point where they start to compete with traditional Arti
Externí odkaz:
http://arxiv.org/abs/2105.08810
Autor:
Teske, Kelly A., Corona, Cesear, Wilkinson, Jennifer, Mamott, Daniel, Good, David A., Zambrano, Delia, Lazar, Dan F., Cali, James J., Robers, Matthew B., O’Brien, Martha A.
Publikováno v:
In Cell Chemical Biology 15 February 2024 31(2):349-360
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-7 (2023)
Abstract COVID-19 is associated with higher inflammatory markers, illness severity and mortality in males compared to females. Differences in immune responses to COVID-19 may underpin sex- specific outcome differences. We hypothesised that anti-IL-6
Externí odkaz:
https://doaj.org/article/94684bcc3ebb45ef99a63d99ab22f062