Associative memory for online incremental learning in noisy environments

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn , Issue , 2007, Pages 619-624

  Sudo, Akihito ^a   Sato, Akihiro ^a   Hasegawa, Osamu ^a  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER NETWORKS; EDUCATION; KETONES; LEARNING SYSTEMS;

ASSOCIATIVE MEMORIES;

NEURAL NETWORKS;

EID: 51749123555     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2007.4371028     Document Type: Conference Paper

References (19)

1. K. Itoh, H. Miwa, Y. Nukariya, M. Zecca, H. Takanobu, P. Dario and A. Takanishi, "New memory model for humanoid robots - introduction of co-associative memory using mutually coupled chaotic neural networks," Proc. of the 2005 International Joint Conference on Neural Networks (IJCNN'05), pp. 2790-2795, 2005
2. K. Mizutani and T. Omori, "On-line Map Formation and Path Planning for Mobile Robot by Associative Memory with Controllable Attention," Proc. of the 1999 International Joint Conference on Neural Networks (IJCNN'99), pp. 2051-2056, 1999.
3. J.J. Hopfield, "Neural networks and physical systems with emergent collective computational abilities," Proc. Nat. Acad. Sci. USA, vol. 79, pp. 2554-2588, 1982.
4. B. Kosko, "Bidirectional Associative Memories," IEEE Trans. Systems, Man and Cybernetics, Vol. 18, No.1, pp. 49-60, 1988,
5. R.M. French, "Using Semi-Distributed Representation to Overcome Catastrophic Forgetting in Connectionist Networks," Pm. of the 13th Annual Cognitive Science Society Conference, pp. 173-178, 1991
6. T. Kohonen, "The self-organizing map," Proc. IEEE, vol.78, pp. 1464-1480, 1990.
7. M. Hormel, "A self-organizing associative memory system for control applications," Advances in neural information processing systems (NIPS), pp. 332-339, 1990.
8. H. Ichiki, M. Hagiwara and M. Nakagawa, "Kohonen feature maps as a supervised learning machine," in Proc. of the IEEE International Conference on Neural Networks, pp. 1944-1948, 1993.
9. S. Midenet and A. Grumbach, "Learning associations by self-organization: the LASSO model," Neurocomputing, Vol. 6, pp. 343-361, 1994.
10. S. Kondo, R. Futami and N. Hoshimiya, "Pattern recognition with feature map and the improvement on sequential learning ability," IEICE Japan Technical Report, NC95-161, pp. 55-60, 1996.
11. C. Owen and U. Nehmzow, "Route Learning in Mobile Robots through Self-organization," in Proc. of the First Euromicro Workshop on Advanced Mobile Robots, 1996.
12. T. Yamada, M. Hattori, M. Morisawa and H. Ito, "Sequential Learning for Associative Memory using Kohonen Feature Map," in Proc. of the 1999 International Joint Conference on Neural Networks (IJCNN'99), pp. 1920-1923, 1999.
13. G. Barreto and A. Araujo, "Identification and control of dynamical systems using the self-organizing map," IEEE Trans. Neural Networks, Vol.15, pp. 1244-1259, 2004.
14. S. Yoshizawa, S. Doki and S. Okuma, "A New Associative Memory System for Supplemental Learning under Restriction of Memory Capacity," IEICE Trans. Information and System, Vol.J82-D-II, No.6, pp. 1072-1081, 1999.
15. F. Shen and O. Hasegawa, "An incremental network for on-line unsupervised classification and topology learning," Neural Networks, Vol. 19, No. 1, pp. 90-106, 2006.
16. M. Hagiwara, "Multidirectional associative memory," in Proc. of the 1990 International Joint Conference on Neural Networks (IJCNN'90), pp. 3-6, 1990.
17. H. Oh and S.C. Kothari, "Adaptation of the relaxation method for learning in bidirectional associative memory," IEEE Trans. Neural Networks, Vol.5, No.4, pp. 576-583, 1994.
18. P. Sussner and M.E. Valle, "Gray-scale morphological associative memories" IEEE Trans. Neural Networks, Vol.17, No.3, pp. 559-570, 2006.
19. G. Costantini, D. Casali and R. Perfetti, "Neural associative memory storing gray-coded gray-scale images," IEEE Trans. Neural Networks, Vol.14, No.3, pp. 703-707, 2003.