High-speed simulation for neuron system base on FPGA

Ronghua Zhang; Jiang Wang; Shuangshuang Li; Yanqiu Che

High-speed simulation for neuron system base on FPGA

Ronghua Zhang, Jiang Wang, Shuangshuang Li, Yanqiu Che

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Method for neuromorphic hardware implementing base on FPGA is researched. The concept of pipeline operator and pipeline model, which can supply a mathematical deduction for realizing the single-core multi-model, is defined. A realization of Morris-Lecar neural model with 12 stages pipeline is accomplished, and the code is embedded into the "Digital Neuromorphic Hardware Platform". Error analysis for the result has been done in this paper.

Original language	English (US)
Title of host publication	Proceedings of the 29th Chinese Control Conference, CCC'10
Pages	5500-5504
Number of pages	5
State	Published - 2010
Event	29th Chinese Control Conference, CCC'10 - Beijing, China Duration: Jul 29 2010 → Jul 31 2010

Publication series

Name	Proceedings of the 29th Chinese Control Conference, CCC'10

Other

Other	29th Chinese Control Conference, CCC'10
Country/Territory	China
City	Beijing
Period	7/29/10 → 7/31/10

All Science Journal Classification (ASJC) codes

Control and Systems Engineering

Cite this

@inproceedings{2a99f5b759134756816dc8cba9e4f26b,

title = "High-speed simulation for neuron system base on FPGA",

abstract = "Method for neuromorphic hardware implementing base on FPGA is researched. The concept of pipeline operator and pipeline model, which can supply a mathematical deduction for realizing the single-core multi-model, is defined. A realization of Morris-Lecar neural model with 12 stages pipeline is accomplished, and the code is embedded into the {"}Digital Neuromorphic Hardware Platform{"}. Error analysis for the result has been done in this paper.",

author = "Ronghua Zhang and Jiang Wang and Shuangshuang Li and Yanqiu Che",

year = "2010",

language = "English (US)",

isbn = "9787894631046",

series = "Proceedings of the 29th Chinese Control Conference, CCC'10",

pages = "5500--5504",

booktitle = "Proceedings of the 29th Chinese Control Conference, CCC'10",

note = "29th Chinese Control Conference, CCC'10 ; Conference date: 29-07-2010 Through 31-07-2010",

}

TY - GEN

T1 - High-speed simulation for neuron system base on FPGA

AU - Zhang, Ronghua

AU - Wang, Jiang

AU - Li, Shuangshuang

AU - Che, Yanqiu

PY - 2010

Y1 - 2010

N2 - Method for neuromorphic hardware implementing base on FPGA is researched. The concept of pipeline operator and pipeline model, which can supply a mathematical deduction for realizing the single-core multi-model, is defined. A realization of Morris-Lecar neural model with 12 stages pipeline is accomplished, and the code is embedded into the "Digital Neuromorphic Hardware Platform". Error analysis for the result has been done in this paper.

AB - Method for neuromorphic hardware implementing base on FPGA is researched. The concept of pipeline operator and pipeline model, which can supply a mathematical deduction for realizing the single-core multi-model, is defined. A realization of Morris-Lecar neural model with 12 stages pipeline is accomplished, and the code is embedded into the "Digital Neuromorphic Hardware Platform". Error analysis for the result has been done in this paper.

UR - http://www.scopus.com/inward/record.url?scp=78650254105&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=78650254105&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:78650254105

SN - 9787894631046

T3 - Proceedings of the 29th Chinese Control Conference, CCC'10

SP - 5500

EP - 5504

BT - Proceedings of the 29th Chinese Control Conference, CCC'10

T2 - 29th Chinese Control Conference, CCC'10

Y2 - 29 July 2010 through 31 July 2010

ER -

High-speed simulation for neuron system base on FPGA

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

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