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Volumn 10, Issue 4, 1997, Pages 593-597

On the storage capacity of nonlinear neural networks

Author keywords

Memory size; Neural networks; Nonlinear

Indexed keywords

HOPFIELD ASSOCIATIVE MEMORY; NONLINEAR NEURAL NETWORKS;

EID: 0031171661     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(97)00017-8     Document Type: Article
Times cited : (12)

References (15)
  • 6
    • 0142196223 scopus 로고
    • Nonlinear neural networks near saturation
    • van Hemmen, J. L. (1987). Nonlinear neural networks near saturation. Physical Review A, 35, 1959-1962.
    • (1987) Physical Review A , vol.35 , pp. 1959-1962
    • Van Hemmen, J.L.1
  • 7
    • 0002962208 scopus 로고
    • Collective phenomena in neural networks
    • E. Domany, J.L. van Hemmen & K. Schulten (Eds.), New York: Springer-Verlag
    • van Hemmen, J. L., & Kühn, R. ( 1991 ). Collective phenomena in neural networks. In E. Domany, J.L. van Hemmen & K. Schulten (Eds.), Models of neural networks (pp. 1-101). New York: Springer-Verlag.
    • (1991) Models of Neural Networks , pp. 1-101
    • Van Hemmen, J.L.1    Kühn, R.2
  • 8
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield, J. (1982). Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences, 79, 2554-2558.
    • (1982) Proceedings of the National Academy of Sciences , vol.79 , pp. 2554-2558
    • Hopfield, J.1
  • 10
    • 26844554253 scopus 로고
    • Institute for Mathematics and its Applications, Preprint Series MN: University of Minnesota
    • Mazza, C. ( 1994). On the storage capacity of nonlinear neural networks. Institute for Mathematics and its Applications, Preprint Series (p. 1266). MN: University of Minnesota.
    • (1994) On the Storage Capacity of Nonlinear Neural Networks , pp. 1266
    • Mazza, C.1
  • 11
    • 26844518596 scopus 로고    scopus 로고
    • Neural net inference and content addressable memory
    • to appear
    • Mazza, C. (1996). Neural net inference and content addressable memory. IEEE Transactions on Neural Networks, to appear.
    • (1996) IEEE Transactions on Neural Networks
    • Mazza, C.1
  • 13
    • 0023869164 scopus 로고
    • Memory capacity in neural network models: Rigorous lower bounds
    • Newman, C. (1988). Memory capacity in neural network models: rigorous lower bounds. Neural Networks, 1, 223-238.
    • (1988) Neural Networks , vol.1 , pp. 223-238
    • Newman, C.1
  • 15
    • 0001157470 scopus 로고
    • Neural networks with nonlinear synapses and a static noise
    • Sompolinsky, H. (1986). Neural networks with nonlinear synapses and a static noise. Physical Review A, 34, 2571-2574.
    • (1986) Physical Review A , vol.34 , pp. 2571-2574
    • Sompolinsky, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.