Zobrazeno 1 - 10
of 697
pro vyhledávání: '"Rate coding"'
Publikováno v:
Frontiers in Neuroscience, Vol 17 (2023)
Spiking neural networks (SNNs) are well-suited to process asynchronous event-based data. Most of the existing SNNs use rate-coding schemes that focus on firing rate (FR), and so they generally ignore the spike timing in events. On the contrary, metho
Externí odkaz:
https://doaj.org/article/8eddd8be773948e399c5c61812bd814f
Publikováno v:
IEEE Access, Vol 10, Pp 70769-70778 (2022)
We propose a new learning algorithm to train spiking neural networks (SNN) using conventional artificial neural networks (ANN) as proxy. We couple two SNN and ANN networks, respectively, made of integrate-and-fire (IF) and ReLU neurons with the same
Externí odkaz:
https://doaj.org/article/972369c2864349e882f19003665bae94
Autor:
Abir Samanta, Sabyasachi Mukherjee
Publikováno v:
Physical Education Theory and Methodology, Vol 21, Iss 1, Pp 50-60 (2021)
Aim: To study the peculiarity of electromyography signal characteristics alternation using different sEMG parameters during repetitive voluntary isometric fatiguing contraction in adolescent boys. Materials and methods. 12 subjects with height 148.75
Externí odkaz:
https://doaj.org/article/ed0fc5f6e1c84010bd501e1f34a81712
Autor:
Joanna Rakoczy, Katarzyna Kryściak, Hanna Drzymała-Celichowska, Rositsa Raikova, Jan Celichowski
Publikováno v:
BMC Sports Science, Medicine and Rehabilitation, Vol 12, Iss 1, Pp 1-9 (2020)
Abstract Background The biomechanical background of the transitory force decrease following a sudden reduction in the stimulation frequency under selected experimental conditions was studied on fast resistant motor units (MUs) of rat medial gastrocne
Externí odkaz:
https://doaj.org/article/27ea66993d044bf5b7532cc8076b7c03
Autor:
Rimjhim Tomar, Lubomir Kostal
Publikováno v:
Frontiers in Computational Neuroscience, Vol 15 (2021)
The apparent stochastic nature of neuronal activity significantly affects the reliability of neuronal coding. To quantify the encountered fluctuations, both in neural data and simulations, the notions of variability and randomness of inter-spike inte
Externí odkaz:
https://doaj.org/article/60b301438fad4630a73f410c416fc38f
Publikováno v:
Frontiers in Neuroscience, Vol 15 (2021)
Various hypotheses of information representation in brain, referred to as neural codes, have been proposed to explain the information transmission between neurons. Neural coding plays an essential role in enabling the brain-inspired spiking neural ne
Externí odkaz:
https://doaj.org/article/4d6b5cd80c8041439a995774d5cf9d11
Akademický článek
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Publikováno v:
Frontiers in Computational Neuroscience, Vol 14 (2020)
Reliable propagation of slow-modulations of the firing rate across multiple layers of a feedforward network (FFN) has proven difficult to capture in spiking neural models. In this paper, we explore necessary conditions for reliable and stable propaga
Externí odkaz:
https://doaj.org/article/6aa169d0ab554b7f920c1d26563cf5c9
Publikováno v:
eLife, Vol 9 (2020)
Current models successfully describe the auditory cortical response to natural sounds with a set of spectro-temporal features. However, these models have hardly been linked to the ill-understood neurobiological changes that occur in the aging auditor
Externí odkaz:
https://doaj.org/article/644e9d4fdff640f5af702f59cdf7e2d1
Akademický článek
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