The computational power of complex-valued neuron

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

Volumn 2714, Issue , 2003, Pages 993-1000

  Nitta, Tohru ^a  

^a NATIONAL INSTITUTE OF ADVANCED INDUSTRIAL SCIENCE AND TECHNOLOGY AIST   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; NEURONS;

COMPLEX-VALUED; COMPLEX-VALUED NEURAL NETWORKS; COMPUTATIONAL POWER; DECISION BOUNDARY; EQUALIZATION PROBLEM; GENERALIZATION ABILITY;

NEURAL NETWORKS;

EID: 0042198308     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44989-2_118     Document Type: Article

References (6)

1. Minsky, M. L., Papert, S. A.: Perceptrons. MIT Press, Cambridge (1969)
2. Nitta, T., Furuya, T.: A Complex Back-propagation Learning. Transactions of Information Processing Society of Japan, 32(10), (1991) 1319-1329 (in Japanese)
3. Nitta, T.: An Extension of the Back-propagation Algorithm to Complex Numbers. Neural Networks, 10(8), (1997) 1392-1415
4. Nitta, T.: An Analysis on Fundamental Structure of Complex-valued Neuron. Neural Processing Letters, 12(3), (2000) 239-246
5. Nitta, T.: Submitted to a journal (2003)
6. Rumelhart, D. E., Hinton, G. E., Williams, R. J.: Parallel Distributed Processing (Vol. 1). MIT Press (1986)