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1
The FPGA-Based Realization of the Electromagnetic Effect Defined FitzHugh-Nagumo Neuron Model
Published 2022-07-01Subjects: Get full text
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2
Transport Phenomena in Excitable Systems: Existence of Bounded Solutions and Absorbing Sets
Published 2022-06-01Subjects: Get full text
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3
Spiking neural network for hand-written digits classification
Published 2018“…The development of neuroscience makes the simulation of the biological neuron model more feasible. From Hodgkin-Huxley model of the early time to the newly raised Spike-Timing Dependent Plasticity (STDP) model, the electrochemical reaction of biological brain has been described more accurately. …”
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4
A Raspberry Pi-based Hardware Implementation of Various Neuron Models
Published 2024-12-01“…The implementation of biological neuron models plays an important role in understanding the functionality of the brain. …”
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5
Generation of Multi-Lobe Chua Corsage Memristor and Its Neural Oscillation
Published 2022-08-01“…The Chua corsage memristor (CCM) is considered as one of the candidates for the realization of biological neuron models due to its rich neuromorphic behaviors. …”
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Regularized Spectral Spike Response Model: A Neuron Model for Robust Parameter Reduction
Published 2022-07-01“…The modeling procedure of current biological neuron models is hindered by either hyperparameter optimization or overparameterization, which limits their application to a variety of biologically realistic tasks. …”
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A high-accuracy and energy-efficient spiking neural network with On-FPGA STDP learning based on asynchronous CORDIC
Published 2024“…This dissertation introduces an efficient hardware design for biological neuron models, specifically the Leaky Integrate and Fire (LIF) neuron, using the COordinate Rotation DIgital Computer (CORDIC) algorithm. …”
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Thesis-Master by Coursework