Modeling of neural decoder based on binary spiking neurons in DEVS

Spring Simulation Multiconference 2009 - Co-located with the 2009 SISO Spring Simulation Interoperability Workshop

Volumn , Issue , 2009, Pages

  Boiko, Yuri ^a   Wainer, Gabriel ^a  

^a CARLETON UNIVERSITY   (Canada)

Author keywords

Binary response function; Brain Machine; DEVS; Discrete event simulation; Neural spiking decoder; Spiking decoding; Spiking neuron

Indexed keywords

BINS; DECODING; DISCRETE EVENT SIMULATION; NEURAL NETWORKS;

BINARY RESPONSE; DEVS; ENCODING-DECODING TECHNIQUES; FORMAL DEFINITION; HIGH FREQUENCY HF; NEURAL SPIKING DECODER; RESPONSE FUNCTIONS; SPIKING NEURON;

NEURONS;

EID: 85026759963     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Y. Boiko and G. Wainer, "Modeling Spiking Neural Terminals in DEVS",-Proceedings of the 2008 Spring simulation multiconference, Spring SIM'2008 Poster Session, Article No. 19 in 2008 poster track, Ottawa 2008.
2. Zeigler, B. P., The brain-machine disanalogy revisited, BioSystems, Vol. 64, pp. 127-140. (2002).
3. Michael Korkin, Norberto Eiji Nawa, Hugo de Garis, A "Spike Interval Information Coding" Representation for ATR's CAM-Brain Machine (CBM) Volume 1478 (1998).
4. Obeid, I. Wolf, P. D, "Evaluation of spike-detection algorithms for a brain-machine interface application",-Biomedical Engineering, IEEE Transactions on, Volume 51, Issue 6, page (s) 905-911, June 2004.
5. R Mayrhofer, M Affenzeller, H Prahofer, G Hofer, A., "DEVS Simulation of Spiking Neural Networks",-Proceedings of Cybernetics and Systems (EMCSR), 2002.
6. Y. Boiko and G. Wainer, "Modeling quantum dot devices in Cell-DEVS environment",-ibid., Article No. 18. "