Generalization in learning multiple temporal patterns using RNNPB

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3316, Issue , 2004, Pages 592-598

  Ito, Masato ^a   Tani, Jun ^b  

^a SONY CORPORATION   (Japan)

^b RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

RECURRENT NEURAL NETWORKS;

GENERALIZATION CAPABILITY; INTERNAL STRUCTURE; MULTIPLE PATTERNS; QUALITATIVE DIFFERENCES; RELATIONAL STRUCTURES; TEMPORAL PATTERN; TRAINING PATTERNS;

COMPLEX NETWORKS;

EID: 35048850504     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30499-9_91     Document Type: Article

References (6)

1. Jordan, M.: Attractor dynamics and parallelism in a connectionist sequential machine. In: Proc. of Eighth Annual Conference of Cognitive Science Society, Hillsdale, NJ: Erlbaum (1986) 531-546
2. Wolpert, D., Kawato, M.: Multiple paired forward and inverse models for motor control. Neural Networks 11 (1998) 1317-1329
3. Tani, J., Nolfi, S.: Learning to perceive the world as articulated: an approach for hierarchical learning in sensory-motor systems. In Pfeifer, R., Blumberg, B., Meyer, J., Wilson, S., eds.: From animals to animate 5. Cambridge, MA: MIT Press. (1998)
4. later published in Neural Networks, vol12, pp1131-1141, 1999.
5. Tani, J., Ito, M.: Self-organization of behavioral primitives as multiple attractor dynamics: a robot experiment. IEEE Trans, on Sys. Man and Cybern. Part A 33 (2003) 481-188
6. Rumelhart, D., Hinton, G., Williams, R.: Learning internal representations by error propagation. In Rumelhart, D., Mclelland, J., eds.: Parallel Distributed Processing. Cambridge, MA: MIT Press (1986) 318-362