Generic FPGA Design of Spiking Neuron Model

This paper introduces a new representation of the human brain neuron cell response. Implementation of a single cell model of an excitatory and inhibitory neuron. The architecture is based on mimic the real reaction of the neuron cell. Excitatory and inhibitory are implemented in generic form for all...

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Bibliographic Details
Published in2020 International Conference on Innovative Trends in Communication and Computer Engineering (ITCE) pp. 278 - 281
Main Authors Roshdy, Merna, Mohsen, Menna, Saeed, Ahmed, Tolba, Mohammed F., Saleh, Hassan I., Radwan, Ahmed G., Madian, Ahmed H.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.02.2020
Subjects
Adaptation models
Computational modeling
Computer architecture
Excitatory
FPGA
Generic
Inhibitory
Microprocessors
Neurons
Oscilloscopes
Spiking neuron
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Summary:This paper introduces a new representation of the human brain neuron cell response. Implementation of a single cell model of an excitatory and inhibitory neuron. The architecture is based on mimic the real reaction of the neuron cell. Excitatory and inhibitory are implemented in generic form for all neuron's behavior. The design is tested experimentally using FPGA. The designs have been realized, simulated using Xilinx ISE 14.7, and realized on Xilinx FPGA Virtex Artix-7 XC7A100T. The proposed realization shows good performance to be compatible with various applications.
DOI:10.1109/ITCE48509.2020.9047809