Memory retrieval in a neural network with chaotic neurons and dynamic synapses

Lecture Notes in Computer Science

Volumn 3512, Issue , 2005, Pages 654-660

  Wang, Zhijie ^a   Fan, Hong ^a  

^a DONGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CHAOS THEORY; COMPUTER SIMULATION; COMPUTER SYSTEMS; NEUROLOGY;

ASSOCIATIVE NEURAL NETWORK; CHAOTIC NEURON MODEL AND SYNAPTIC NETWORK (CSDNN); MEMORY RETRIEVAL; MEMORY SWITCHING;

NEURAL NETWORKS;

EID: 25144476911     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11494669_80     Document Type: Conference Paper

References (11)

1. Adachi, M., Aihara, K.: Associative dynamics in chaotic neural network, Neural Networks, Vol.10, No. 1. (1997) 83-98
2. Aihara, K., Takabe, T., and Toyoda, M.: Chaotic neural networks. Physics Letters A, Vol.144, No.6,7. (1990) 333-340
3. Hopfield, J.J.: Neural networks and physical systems with emergent collective computation abilities. Proc. Nat. Acad. Sci, USA, 79(1982) 2445-2558
4. Nakano, K.: Associatron-a model of associative memory. IEEE Transactions, SMC-2. (1972) 381-388
5. Wang, Z.J.and Aihara, K.: A Fuzzy-Like phenomenon in chaotic autoassociative memory, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E85-A, No.3. (2002) 714-722
6. Wang, Z.J.and Aihara, K.: A Fuzzy-Like phenomenon in in a Dynamic Neural Network, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E86-A, No.8. (2003) 2125-2135
7. Pantic, L., Torres, J.J. and Kappen H.J.: Associative memory with dynamic synapses, Neural Computation, Vol. 14, No. 12. (2002) 2903-2923
8. Chen, L. N., Aihara K.: Chaotic simulated annealing by a neural network model with transient chaos, Neural Networks, Vol.8, No.6 (1995) 915-930
9. Chen, L. N., Aihara K.: Chaotic dynamics of neural networks and its application to combinatorial optimization, Differential Equations and Dynamical Systems, Vol. 9, No. 3-4. (2001) 139-168
10. Maass, W., and Bishop, C.M., (eds.): Pulsed Neural Networks, The MIT Press (1998)
11. Freeman, W. J.: Tutorial on neurobiology: from single neurons to brain chaos, International journal of bifurcation and chaos, Vol.2. (1992) 451-482