Titlebook: Neural Information Processing. Theory and Algorithms; 17th International C Kok Wai Wong,B. Sumudu U. Mendis,Abdesselam Bouzer Conference pr

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Realizing Ideal Spatiotemporal Chaotic Searching Dynamics for Optimization Algorithms Using Neural N space. Such chaotic dynamics is generated by the Lebesgue spectrum filter, which has been applied to the chaotic CDMA in previous researches to minimize the cross-correlation among the sequences. In the proposed method, such a filter is applied to the output functions of optimization neural network

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A Model of Path Integration and Navigation Based on Head Direction Cells in Entorhinal Cortexg this compute returning path to origin as a sequence of places, or as a sequence of firing place cells. However, these models often fail to compute the shortest returning path to start point. Moreover, one big constraint of these models is that the space has to be well explored to find a returning

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Roles of Early Vision for the Dynamics of Border-Ownership Selective NeuronsBO-selective cells exhibit rapid transition when a stimulus is fliped along its classical receptive field so that the opposite BO is presented, while the transition is significantly slower when a clear BO is turned into an ambiguous edge such as when a square is enlarged extensively[2]. This phenome

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Theoretical Analysis of Various Synchronizations in Pulse-Coupled Digital Spiking Neurons present a novel pulse-coupled system of the digital spiking neurons. The coupled neurons can exhibit various pseudo-periodic synchronizations, non-periodic synchronizations, and related bifurcations. We derive theoretical parameter conditions that guarantee occurrence of typical synchronization phe

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Emergence of Highly Nonrandom Functional Synaptic Connectivity Through STDPng difference of excitatory and inhibitory neurons..As a result, we found that inhibitory synaptic strength affects statistical properties of the network topology organized through STDP more strongly than the bias of the external input rate for the excitatory neurons. In addition, we also found that

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Modulation of Corticofugal Signals by Synaptic Changes in Bat’s Auditory System for detecting the target velocity are specialized for fine-frequency analysis of the second harmonic constant frequency (CF2) component of Doppler-shifted echoes. To perform the fine-frequency analysis, the feedback signals from cortex to subcortical and peripheral areas are needed. The feedback si

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