Modeling spiking neural terminals in DEVS

Proceedings of the 2008 Spring Simulation Multiconference, SpringSim'08

Volumn , Issue , 2008, Pages

  Boiko, Yuri ^a   Wainer, Gabriel ^a  

^a CARLETON UNIVERSITY   (Canada)

Author keywords

Atomic model; Coupled model; DEVS; Discrete event simulation; Neural network; Spiking neuron

Indexed keywords

ATOMIC MODEL; ATOMIC MODELS; COUPLED MODEL; COUPLED MODELS; DEVS; FIRING CONDITIONS; NEURON SPIKE; SPIKING NEURON; TIME DOMAIN; TWO CHANNEL;

DISCRETE EVENT SIMULATION; NEURAL NETWORKS; TIME DOMAIN ANALYSIS;

SIMULATORS;

EID: 70249107785     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1400549.1400707     Document Type: Conference Paper

References (11)

1. Zeigler, B.P., The brain-machine disanalogy revisited, BioSystems, Vol. 64, pp. 127-140. (2002).
2. Buller A (2003a) CAM-Brain Machine and Pulsed Para-Neural Networks (PPNN): Toward a hardware forfuture robotic on-board brains, Proceedings of the Eighth International Symposium on Artificial Life and Robotics (AROB 8th '03), January 24-26, 2003, Beppu, Oita, Japan, 490-493.
3. Eeckhaut H, Van Campenhout J., (2003) "Handcrafting Pulsed Neural Networks for the CAM-Brain Machine",-Proceedings of the Eighth International Symposium on Artificial Life and Robotics (AROB 8th '02), January 24-26, 2002, Beppu, Oita, Japan, 494-501.
4. M. Conrad, "The brain-machine disanalogy" - Biosys-tems, 1989 - vol.22, no.3, pp. 197-213, Elsevier, 1989.
5. Michael Korkinl, Norberto Eiji Nawa, Hugo de Garis, A "Spike Interval Information Coding" Representation for ATR's CAM-Brain Machine (CBM) Volume 1478 (1998).
6. Obeid, I. Wolf, P.D, "Evaluation of spike-detection algorithms fora brain-machine interface application", - Biomedi-cal Engineering, IEEE Transactions on, Volume 51, Issue 6, page(s) 905-911, June 2004.
7. Zeigler, B.P., DEVS Component-Based M & S Framework: An Introduction, Topics Seminar: Object Oriented Simulation-Discrete Event Modeling Spring 2007.
8. G. Wainer. "CD++: a toolkit to define discrete-event models". G. Wainer. In Software, Practice and Experience. Wiley. Vol. 32, No. 3. November 2002. pp. 1261-1306
9. R. Mayrhofer, M Affenzeller, H Prahofer, G Hofer, A., "DEVS Simulation of Spiking Neural Networks", - Proceedings of Cybernetics and Systems (EMCSR), 2002.
10. Thomas Natschlager, Wolfgang Maass, "Fast Analog Computation in Networks of Spiking Neurons." (1999) http://www.cis.tu-graz.ac.at/igi/ maass/src-esann99.ps.gz
11. Wolfgang Maass, "Networks of Spiking Neurons: The Third Generation of Neural Network Models", - (1996) http://www.cis.tu-graz.ac.at/igi/maass/ 85i.ps.gz