The storage capacity of the complex phasor neural network

Physica A: Statistical Mechanics and its Applications

Volumn 225, Issue 2, 1996, Pages 157-163

  Chen, Zhenxiang ^a   Shuai, Jianwei ^a   Zheng, Jincheng ^a   Liu, Riutang ^a   Wu, Boxi ^a  

^a XIAMEN UNIVERSITY   (China)

Author keywords

Complex phasor; Neural network; Storage capacity

Indexed keywords

EID: 0041590903     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/0378-4371(95)00408-4     Document Type: Article

References (15)

1. J.J. Hopfield, Neural networks and physical systems with emergent collective computational abilities, Proc. Natl. Acad. Sci. USA 79 (1982) 2554.
2. D.J. Amit, H. Gutfreund and H. Sompolinsky, Storing infinite numbers of patterns in a spin glass model of neural networks, Phys. Rev. Lett. 55 (1985) 1530.
3. E. Scacciatelli and B. Tirozzi, Fluctuation of the free energy in the Hopfield model, J. Stat. Phys. 67 (1992) 981.
4. A. Prugel-Bennett and J.L Shapiro, Statistical mechanics of unsupervised Hebbian learning, J. Phys. A 26 (1993) 2343.
5. A.D. Bruce, E.J. Gardner and D.J. Wallace, Dynamics and statistical mechanics of the Hopfield model, J. Phys. A 20 (1987) 2909.
6. R.J. Mceliece, E.D. Posner, E.R. Rodemich and S.S. Venkatesh, The capacity of the Hopfield associative memory, IEEE Tran. Inform. Theory IT 33 (1987) 461.
7. Shiino and T Fukai, Self-consistent signal-to-noise analysis and its application to analogue neural networks with asymmetric connections, J. Phys. A 25 (1992) L375.
8. A.J. Noest, Associative memory in sparse phasor neural network, Europhys. Lett. 6 (1988) 469.
9. A.J. Noest, Discrete-state phasor neural networks, Phys. Rev. A 38 (1988) 2196.
10. I. Kanter, Potts-glass models of neural networks, Phy. Rev. A 37 (1988) 2739.
11. H. Rieger, Storing an extensive number of grey-toned patterns in a neural network using multistate neurons, J. Phys. A 23 (1990) L1273.
12. n-element number neural network model: recognition of the multistate patterns, J. Mod. Opt. 42 (1995) 1179.
13. J.W. Shuai, Z.X. Chen, R.T. Liu and B.X. Wu, The Hamilton neural network model, Physica A 216 (1995) 20.
14. G.Y. Sirat, A.D. Maruani and R.C. Chevallier, Gray level neural networks, Appl. Opt. 28 (1989) 414.
15. C.H. Zhou and L.R. Liu, The complex Hopfield model, Opt. Commun. 103 (1993) 29.