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A Spiking Neuron Model for Binocular Rivalry
Journal of Computational Neuroscience, 2002We present a biologically plausible model of binocular rivalry consisting of a network of Hodgkin-Huxley type neurons. Our model accounts for the experimentally and psychophysically observed phenomena: (1) it reproduces the distribution of dominance durations seen in both humans and primates, (2) it exhibits a lack of correlation between lengths of ...
Carlo R. Laing, Carson C. Chow
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Coupled fractional spiking neurons
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016We propose a fractional-order (FO) model of two symmetrically coupled Hodgkin-Huxley equations and study the patterns of the neurons' firing rates, for distinct values of the order of the fractional derivative, α, and the temperature, T. We find that, for positive values of the coupling, the neurons exhibit in-phase periodic solutions (neurons fire at ...
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Bayesian Spiking Neurons II: Learning
Neural Computation, 2008In the companion letter in this issue (“Bayesian Spiking Neurons I: Inference”), we showed that the dynamics of spiking neurons can be interpreted as a form of Bayesian integration, accumulating evidence over time about events in the external world or the body.
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Bayesian Spiking Neurons I: Inference
Neural Computation, 2008We show that the dynamics of spiking neurons can be interpreted as a form of Bayesian inference in time. Neurons that optimally integrate evidence about events in the external world exhibit properties similar to leaky integrate-and-fire neurons with spike-dependent adaptation and maximally respond to fluctuations of their input.
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A Photoelectric Spiking Neuron for Visual Depth Perception
Advanced Materials, 2022Qing Wan, , Changjin Wan
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Spiking Neuron Mathematical Models: A Compact Overview
Bioengineering, 2023Arturo Buscarino +2 more
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Relaxation LIF: A gradient-based spiking neuron for direct training deep spiking neural networks
Neurocomputing, 2022Wei-Shi Zheng +2 more
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Modeling Working Memory in a Spiking Neuron Network Accompanied by Astrocytes
Frontiers in Cellular Neuroscience, 2021Alexander Gorban +2 more
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A Spiking Stochastic Neuron Based on Stacked InGaZnO Memristors
Advanced Electronic Materials, 2022Qing Wan, Changjin Wan, Yongli He
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