Experimental realizations of the HR neuron model with programmable hardware and synchronization applications

被引：55

作者：

Dahasert, Nimet ^{[1
]}

Ozturk, Ismail ^{[1
]}

Kilic, Recai ^{[1
]}

机构：

[1] Erciyes Univ, Dept Elect & Elect Engn, TR-38039 Kayseri, Turkey

来源：

NONLINEAR DYNAMICS | 2012年 / 70卷 / 04期

关键词：

Hindmarsh-Rose neuron model; Synchronization; FPAA; FPGA; SYNCHRONOUS BEHAVIOR; IMPLEMENTATION; ANALOG;

D O I：

10.1007/s11071-012-0618-5

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

This study presents experimental realizations of the HR neuron model with programmable hardware and synchronization applications. The HR neuron model exhibiting burst, spike, and chaotic dynamics has been implemented with both FPAA (Field Programmable Analog Array) and FPGA (Field Programmable Gate Array) devices. These devices provide flexible design possibilities such as reducing the complexity of design, real-time modification, software control and adjustment within the system. And it is also examined experimentally that how the synchronization of two HR neurons are able to achieve by using these hardware. The experimental results obtained from FPAA and FPGA based realizations agree with the numerical simulations very well.

引用

页码：2343 / 2358

页数：16

共 43 条

[1] [Anonymous], P MIDW S CIRC SYST
[2] THE PYLORIC CENTRAL PATTERN GENERATOR IN CRUSTACEA - A SET OF CONDITIONAL NEURONAL OSCILLATORS
BAL, T
NAGY, F
MOULINS, M
[J]. JOURNAL OF COMPARATIVE PHYSIOLOGY A-NEUROETHOLOGY SENSORY NEURAL AND BEHAVIORAL PHYSIOLOGY, 1988, 163 (06): : 715 - 727
[3] Bin Li, 2010, 2010 IEEE International Conference on Robotics and Biomimetics (ROBIO), P19, DOI 10.1109/ROBIO.2010.5723296
[4] PWL approximation of the Hindmarsh-Rose neuron model in view of its circuit implementation
Bizzarri, Federico
Linaro, Daniele
Storace, Marco
[J]. 2007 EUROPEAN CONFERENCE ON CIRCUIT THEORY AND DESIGN, VOLS 1-3, 2007, : 878 - 881
[5] Charles Gary, 2008, 2008 IEEE International Behavioral Modeling and Simulation Workshop, P78, DOI 10.1109/BMAS.2008.4751244
[6] Checco P., 2006, 2006 International Symposium on Nonlinear Theory and its Applications, P671
[7] Synchronization and bifurcations in networks of coupled Hindmarsh-Rose neuronsk19
Checco, Paolo
Biey, Mario
Righero, Marco
Kocarev, Ljupco
[J]. 2007 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, 2007, : 1541 - +
[8] Synthesizing attractors of Hindmarsh-Rose neuronal systems
Danca, Marius-F.
Wang, Qingyun
[J]. NONLINEAR DYNAMICS, 2010, 62 (1-2) : 437 - 446
[9] Synchronous behavior of two coupled biological neurons
Elson, RC
Selverston, AI
Huerta, R
Rulkov, NF
Rabinovich, MI
Abarbanel, HDI
[J]. PHYSICAL REVIEW LETTERS, 1998, 81 (25) : 5692 - 5695
[10] FitzHugh R., 1969, BIOL ENG, V9, P1

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