Study of a neuromimetical network

1. Table of contents 2
2. Biological sources 4
1. Auditive system 4
2. Spatio-temporal patterns 4
3. Synchronization 6
4. Synapse learning 6
3. Structure of the elements 7
   1. Neuron Model 7
   2. Layering system 7
      1. General features of connections 8
      2. Feed-forward connections 9
      3. Self-connections 9
   3. Learning 10
      1. Local part 11
      2. Global part 12
      3. Triggering method 12
4. Programs 13
   1. Structure declarations part 13
      1. LecteurModel 13
      2. Detecteur model 14
      3. Layering system 14
      4. Connections 14
   2. Method declarations part 15
      1. Learning 15
      2. Weights histogram 16
   3. Code structure 17
      1. LecteurModel 17
      2. Layering system 17
      3. Learning system 18
      4. Weights histogram 19
5. Results 20
   1. Tuning the parameters 20
      1. Fixed parameters 20
      2. Tuned parameters 21
      3. Parameter tables 21
   2. Comments on the results 22
      1. Sensitiveness and border effect 22
      2. Learning effects 22
6. Conclusion 24
   1. Ideas coming next 24
7. Bibliography 26
8. Annexes 28

Last Modified: 04:35pm MET, February 27, 1997