Results 1 to 10 of about 377 (38)

Lost in translation. [PDF]

open access: yesF1000Res, 2018
Nachev P, Rees G, Frackowiak R.
europepmc   +1 more source

Modeling the dynamics of human brain activity with recurrent neural networks [PDF]

open access: yes, 2016
Encoding models are used for predicting brain activity in response to sensory stimuli with the objective of elucidating how sensory information is represented in the brain.
Güçlü, Umut, van Gerven, Marcel A. J.
core   +2 more sources

Neural networks embrace learned diversity [PDF]

open access: yes, 2022
Diversity conveys advantages in nature, yet homogeneous neurons typically comprise the layers of artificial neural networks. Here we construct neural networks from neurons that learn their own activation functions, quickly diversify, and subsequently ...
Choudhary, Anshul   +4 more
core   +3 more sources

Periodic and non-periodic brainwaves emerging via random syncronization of closed loops of firing neurons [PDF]

open access: yes, 2022
Periodic and nonperiodic components of electrophysiological signals are modelled in terms of syncronized sequences of closed loops of firing neurons correlated in Markov chains.
Carbone, A., Mazzetti, P.
core   +2 more sources

Efficient Scopeformer: Towards Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection [PDF]

open access: yes, 2023
The quality and richness of feature maps extracted by convolution neural networks (CNNs) and vision Transformers (ViTs) directly relate to the robust model performance. In medical computer vision, these information-rich features are crucial for detecting
Barhoumi, Yassine   +2 more
core   +3 more sources

Seeking for a fingerprint: analysis of point processes in actigraphy recording [PDF]

open access: yes, 2016
Motor activity of humans displays complex temporal fluctuations which can be characterized by scale-invariant statistics, thus documenting that structure and fluctuations of such kinetics remain similar over a broad range of time scales.
Beldzik, E.   +11 more
core   +2 more sources

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