Performance evaluation of a temporal sequence learning spiking neural network

CIT 2007: 7th IEEE International Conference on Computer and Information Technology

Volumn , Issue , 2007, Pages 616-620

  Ichishita, T ^a   Fujii, R H ^a  

^a UNIVERSITY OF AIZU   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC NOISE; LEARNING SYSTEMS; PATTERN RECOGNITION; ROBUSTNESS (CONTROL SYSTEMS);

INPUT DATA; RANDOM NOISE; TEMPORAL SEQUENCE LEARNING;

NEURAL NETWORKS;

EID: 38049084385     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIT.2007.4385152     Document Type: Conference Paper

References (8)

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3. W. Gerstner and W. Kistler, "Spiking Neuron Models," Cambridge University Press, 2002.
4. Deliang Wang and Michael A. Arbib, "Complex Temporal Sequence Learning Based on Short-term Memory," Proceedings of the IEEE, Vol. 78, No. 9, Sept. 1990, pp. 1536-1543.
5. H. H. Amin and R. H. Fujii, "Spike Train Decoding Scheme for a Spiking Neural Network," Proceedings of the 2004 International Joint Conference on Neural Networks (IJCNN '04), IEEE, 2004, pp.477-482.
6. th IEEE Int'l Midwest Symposium on Circuits and Systems, Ohio, 2005, pp.683-687.
7. W. Maass, "Lower Bounds for the Computational Power of Networks of Spiking Neurons," Neural Computation, Vol. 8, No. 1, 1996, pp. 140.
8. MATLAB,〈 http://www.cybernet.co.jp/matlab/〉.