메뉴 건너뛰기




Volumn 15, Issue 5, 2004, Pages 1215-1227

Storage capacity diverges with synaptic efficiency in an associative memory model with synaptic delay and pruning

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA STORAGE EQUIPMENT; DIFFERENTIAL EQUATIONS; DISCRETE FOURIER TRANSFORMS; MATHEMATICAL MODELS; STATISTICAL METHODS;

EID: 4644324648     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2004.832711     Document Type: Article
Times cited : (14)

References (34)
  • 1
    • 0019190366 scopus 로고
    • On associative memory
    • G. Palm, "On associative memory," Biol. Cybern.., vol. 36, pp. 19-31, 1980.
    • (1980) Biol. Cybern. , vol.36 , pp. 19-31
    • Palm, G.1
  • 2
    • 0019352862 scopus 로고
    • On the storage capacity of an associative memory with randomly distributed storage elements
    • G. Palm, "On the storage capacity of an associative memory with randomly distributed storage elements," Biol. Cybern., vol. 39, pp. 125-127, 1981.
    • (1981) Biol. Cybern. , vol.39 , pp. 125-127
    • Palm, G.1
  • 3
    • 0030297197 scopus 로고    scopus 로고
    • Notions of associative memory and sparse coding
    • M. Okada, "Notions of associative memory and sparse coding," Neural Netw., vol. 9, pp. 1429-1458, 1996.
    • (1996) Neural Netw. , vol.9 , pp. 1429-1458
    • Okada, M.1
  • 4
    • 0025985528 scopus 로고
    • Optimising synaptic learning rules in linear associative memories
    • P. Dayan and D. J. Willshaw, "Optimising synaptic learning rules in linear associative memories," Biol. Cybern., vol. 65, pp. 253-265, 1991.
    • (1991) Biol. Cybern. , vol.65 , pp. 253-265
    • Dayan, P.1    Willshaw, D.J.2
  • 5
    • 0030130739 scopus 로고    scopus 로고
    • Iterative retrieval of sparsely coded associative memory patterns
    • F. Schwenker, F. T. Sommer, and G. Palm, "Iterative retrieval of sparsely coded associative memory patterns," Neural Netw., vol. 9, pp. 445-455, 1996.
    • (1996) Neural Netw. , vol.9 , pp. 445-455
    • Schwenker, F.1    Sommer, F.T.2    Palm, G.3
  • 6
    • 0001157470 scopus 로고
    • Neural networks with nonlinear synapses and a static noise
    • H. Sompolinsky, "Neural networks with nonlinear synapses and a static noise," Phys. Rev. A, vol. 34, pp. 2571-2574, 1986.
    • (1986) Phys. Rev. A , vol.34 , pp. 2571-2574
    • Sompolinsky, H.1
  • 7
    • 0009514582 scopus 로고
    • The theory of neural networks: The Hebb rule and beyond
    • J. L. van Hemmen and I. Morgenstern, Eds. New York: Springer-Verlag
    • H. Sompolinsky, "The theory of neural networks: The Hebb rule and beyond," in Heidelberg Colloquium on Glassy Dynamics, J. L. van Hemmen and I. Morgenstern, Eds. New York: Springer-Verlag, 1986, pp. 485-527.
    • (1986) Heidelberg Colloquium on Glassy Dynamics , pp. 485-527
    • Sompolinsky, H.1
  • 8
    • 0026895844 scopus 로고
    • Statistical analysis of the dynamics of a sparse associative memory
    • W. G. Gibson and J. Robinson, "Statistical analysis of the dynamics of a sparse associative memory," Neural Netw., vol. 5, pp. 645-661, 1992.
    • (1992) Neural Netw. , vol.5 , pp. 645-661
    • Gibson, W.G.1    Robinson, J.2
  • 9
    • 0000401679 scopus 로고    scopus 로고
    • Random and systematic dilutions of synaptic connections in a neural network with a nonmonotonic response function
    • M. Okada, T. Fukai, and M. Shiino, "Random and systematic dilutions of synaptic connections in a neural network with a nonmonotonic response function," Phys. Rev. E, vol. 57, pp. 2095-2103, 1998.
    • (1998) Phys. Rev. E , vol.57 , pp. 2095-2103
    • Okada, M.1    Fukai, T.2    Shiino, M.3
  • 10
    • 0242578191 scopus 로고    scopus 로고
    • Synapse efficiency diverges due to synaptic pruning following over-growth
    • K. Mimura, T. Kimoto, and M. Okada, "Synapse efficiency diverges due to synaptic pruning following over-growth," Phys. Rev. E, vol. 68, p. 031 910, 2003.
    • (2003) Phys. Rev. E , vol.68 , pp. 031910
    • Mimura, K.1    Kimoto, T.2    Okada, M.3
  • 11
    • 0032185582 scopus 로고    scopus 로고
    • Synaptic pruning in development: A computational account
    • G. Chechik, I. Meilijson, and E. Ruppin, "Synaptic pruning in development: A computational account," Neural Computat., vol. 10, pp. 1759-1777, 1998.
    • (1998) Neural Computat. , vol.10 , pp. 1759-1777
    • Chechik, G.1    Meilijson, I.2    Ruppin, E.3
  • 12
    • 0031614055 scopus 로고    scopus 로고
    • Memory maintenance via neuronal regulation
    • D. Horn, N. Levy, and E. Ruppin, "Memory maintenance via neuronal regulation," Neural Computat., vol. 10, pp. 1-18, 1998.
    • (1998) Neural Computat. , vol.10 , pp. 1-18
    • Horn, D.1    Levy, N.2    Ruppin, E.3
  • 13
    • 0018376668 scopus 로고
    • Synaptic density in human frontal cortex. Development changes and effects of age
    • P. R. Huttenlocker, "Synaptic density in human frontal cortex. Development changes and effects of age," Brain Res., vol. 163, pp. 195-205, 1979.
    • (1979) Brain Res. , vol.163 , pp. 195-205
    • Huttenlocker, P.R.1
  • 14
    • 0020262681 scopus 로고
    • Synaptogenesis in human visual cortex - Evidence for synapse elimination during normal development
    • P. R. Huttenlocker, C. De Courten, L. J. Garey, and H. Van der Loos, "Synaptogenesis in human visual cortex - Evidence for synapse elimination during normal development," Neurosci. Lett., vol. 33, pp. 247-252, 1982.
    • (1982) Neurosci. Lett. , vol.33 , pp. 247-252
    • Huttenlocker, P.R.1    De Courten, C.2    Garey, L.J.3    Van der Loos, H.4
  • 15
    • 0027191166 scopus 로고
    • Changing of synaptic density in the primary visual cortex of the rhesus monkey from fetal to adult age
    • J. P. Bourgeois and P. Rakic, "Changing of synaptic density in the primary visual cortex of the rhesus monkey from fetal to adult age," J. Neurosci., vol. 13, pp. 2801-2820, 1993.
    • (1993) J. Neurosci. , vol.13 , pp. 2801-2820
    • Bourgeois, J.P.1    Rakic, P.2
  • 16
    • 0028109044 scopus 로고
    • Development dynamics of Purkinje cells and dendritic spines in rat cerebellar cortex
    • J. Takacs and J. Hamori, "Development dynamics of Purkinje cells and dendritic spines in rat cerebellar cortex," J. Neurosci. Res., vol. 38, pp. 515-530, 1994.
    • (1994) J. Neurosci. Res. , vol.38 , pp. 515-530
    • Takacs, J.1    Hamori, J.2
  • 17
    • 0029099634 scopus 로고
    • Exuberant development of connections and its possible permissive role in cortical evolution
    • G. M. Innocenti, "Exuberant development of connections and its possible permissive role in cortical evolution," Trends Neurosci., vol. 18, pp. 397-402, 1995.
    • (1995) Trends Neurosci. , vol.18 , pp. 397-402
    • Innocenti, G.M.1
  • 18
    • 0025718726 scopus 로고
    • A quantative analysis of synaptogenesis in the molecular layer of the dentate gyrus in the resus monkey
    • M. F. Eckenhoff and P. Rakic, "A quantative analysis of synaptogenesis in the molecular layer of the dentate gyrus in the resus monkey," Developmental Brain Res., vol. 64, pp. 129-135, 1991.
    • (1991) Developmental Brain Res. , vol.64 , pp. 129-135
    • Eckenhoff, M.F.1    Rakic, P.2
  • 19
    • 0028114577 scopus 로고
    • P. S. synaptic development of the cerebral cortex: Implementation for learning, memory and mental illness
    • P. Rakic, J. P. Bourgeois, and P. S. Goldman-Rakic, "P. S. synaptic development of the cerebral cortex: Implementation for learning, memory and mental illness," Prog. Brain Res., vol. 102, pp. 227-243, 1994.
    • (1994) Prog. Brain Res. , vol.102 , pp. 227-243
    • Rakic, P.1    Bourgeois, J.P.2    Goldman-Rakic, P.S.3
  • 20
    • 0022460841 scopus 로고
    • Binocular impulse blockade prevents the formation of ocular dominance columns in cat visual cortex
    • M. P. Stryker, "Binocular impulse blockade prevents the formation of ocular dominance columns in cat visual cortex," J. Neurosci., vol. 6, pp. 2117-2133, 1986.
    • (1986) J. Neurosci. , vol.6 , pp. 2117-2133
    • Stryker, M.P.1
  • 21
    • 0025224134 scopus 로고
    • A map of visual space induced in primary auditory cortex
    • A. W. Roe, S. L. Pallas, J. O. Hahm, and M. Sur, "A map of visual space induced in primary auditory cortex," Science, vol. 250, pp. 818-820, 1990.
    • (1990) Science , vol.250 , pp. 818-820
    • Roe, A.W.1    Pallas, S.L.2    Hahm, J.O.3    Sur, M.4
  • 22
    • 0028831609 scopus 로고
    • Structural dynamics of synapses and synaptic components
    • J. R. Wolff, R. Laskawi, W. B. Spatz, and M. Missler, "Structural dynamics of synapses and synaptic components," Behav. Brain Res., vol. 66, pp. 13-20, 1995.
    • (1995) Behav. Brain Res. , vol.66 , pp. 13-20
    • Wolff, J.R.1    Laskawi, R.2    Spatz, W.B.3    Missler, M.4
  • 23
    • 0000658653 scopus 로고
    • Self-consistent signal-to-noise analysis and its application to analogue neural networks with asymmetric connections
    • M. Shiino and T. Fukai, "Self-consistent signal-to-noise analysis and its application to analogue neural networks with asymmetric connections," J. Phys. A, Math. Gen., vol. 25, pp. L375-L381, 1992.
    • (1992) J. Phys. A, Math. Gen. , vol.25
    • Shiino, M.1    Fukai, T.2
  • 24
    • 0015582769 scopus 로고
    • A model of associative memory in the brain
    • K. Fukushima, "A model of associative memory in the brain," Kybernetik, vol. 12, pp. 58-63, 1973.
    • (1973) Kybernetik , vol.12 , pp. 58-63
    • Fukushima, K.1
  • 25
    • 0012131574 scopus 로고
    • (in Japanese), Technical report of the Institute of Electronics, Information and Communication Engineers
    • H. F. Yanai and E. S. Kim, "Dynamics of Neural Nets With Delay-Synapses," (in Japanese), Technical report of the Institute of Electronics, Information and Communication Engineers, vol. NC92-116, 1993.
    • (1993) Dynamics of Neural Nets With Delay-Synapses , vol.NC92-116
    • Yanai, H.F.1    Kim, E.S.2
  • 26
    • 0029488169 scopus 로고
    • A recurrent neural network with serial delay elements for memorizing limit cycles
    • Perth, Australia
    • S. Miyoshi and K. Nakayama, "A recurrent neural network with serial delay elements for memorizing limit cycles," in Proc. ICNN'95, Perth, Australia, 1995, pp. 1955-1960.
    • (1995) Proc. ICNN'95 , pp. 1955-1960
    • Miyoshi, S.1    Nakayama, K.2
  • 27
    • 0001915721 scopus 로고
    • Statistical neurodynamics of associative memory
    • S. Amari and K. Maginu, "Statistical neurodynamics of associative memory," Neural Netw., vol. 1, pp. 63-73, 1988.
    • (1988) Neural Netw. , vol.1 , pp. 63-73
    • Amari, S.1    Maginu, K.2
  • 29
    • 0346250793 scopus 로고    scopus 로고
    • Associative memory by recurrent neural networks with delay elements
    • S. Miyoshi, "Associative memory by recurrent neural networks with delay elements," Neural Netw., vol. 17, pp. 53-61, 2004.
    • (2004) Neural Netw. , vol.17 , pp. 53-61
    • Miyoshi, S.1
  • 30
    • 0348170445 scopus 로고    scopus 로고
    • Associative Memory by Neural Networks With Delays and Pruning
    • (in Japanese) in
    • S. Miyoshi and M. Okada, "Associative Memory by Neural Networks With Delays and Pruning" (in Japanese), in Trans. Inst. Electron. Inf. Commun. Eng. A, 2002, vol. J85, pp. 124-133.
    • (2002) Trans. Inst. Electron. Inf. Commun. Eng. A , vol.J85 , pp. 124-133
    • Miyoshi, S.1    Okada, M.2
  • 31
    • 0028868736 scopus 로고
    • A hierarchy of macrodynamical equations for associative memory
    • M. Okada, "A hierarchy of macrodynamical equations for associative memory," Neural Netw., vol. 8, no. 6, pp. 833-838, 1995.
    • (1995) Neural Netw. , vol.8 , Issue.6 , pp. 833-838
    • Okada, M.1
  • 33
    • 0040757475 scopus 로고    scopus 로고
    • Phase diagram and storage capacity of sequence processing neural networks
    • A. Düring, A. C. C. Coolen, and D. Sherrington, "Phase diagram and storage capacity of sequence processing neural networks," J. Phys. A, Math. Gen., vol. 31, pp. 8607-8621, 1998.
    • (1998) J. Phys. A, Math. Gen. , vol.31 , pp. 8607-8621
    • Düring, A.1    Coolen, A.C.C.2    Sherrington, D.3
  • 34
    • 0024125986 scopus 로고
    • Statistical neurodynamics of various versions of correlation associative memory
    • San Diego, CA
    • S. Amari, "Statistical neurodynamics of various versions of correlation associative memory," in Proc. ICNN'88, San Diego, CA, 1988, pp. 633-640.
    • (1988) Proc. ICNN'88 , pp. 633-640
    • Amari, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.