Application of Levenberg-Marquardt method to the training of spiking neural networks

Proceedings of 2005 International Conference on Neural Networks and Brain Proceedings, ICNNB'05

Volumn 3, Issue , 2005, Pages 1354-1358

  Silva, Sérgio M ^a   Ruano, António E ^a  

^a UNIVERSITY OF ALGARVE   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; BIOMEDICAL ENGINEERING; BRAIN MODELS; COMPUTER SIMULATION; ROBUSTNESS (CONTROL SYSTEMS);

BIOLOGICAL COUNTERPARTS; LEVENBERG-MARQUARDT METHOD; ROBUST NETWORK;

NEURAL NETWORKS;

EID: 33847099148     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. W. Maass, "Network of spiking neurons: The third generation of neural network models," Institute for Theorical Computer Science, August 1997.
2. W. Gerstner and W. M. Kistler, Spiking neural models: Single Neurons, Populations, Plasticity. Cambridge University Press, 2002.
3. S. Bohte, J. Kok, and H. La Poutré, "Spike-prop: error-backprogation in multi-layer networks of spiking neurons." Neurocomputing, vol. 48, pp. 17-37, 2002.
4. A. E. Ruano, Ed., Intelligent Control Systems using Computational Intelligence Techniques. London, United Kingdom: The Institution of Electrical Engineers, 2005, ch. 2, pp. 37-79.