메뉴 건너뛰기




Volumn 69, Issue 1, 2008, Pages 169-196

Neural associative memory and the willshaw-palm probability distribution

Author keywords

Fault tolerance; Information retrieval; Neural network; Storage capacity; Willshaw model

Indexed keywords

ALGEBRA; ASSOCIATIVE PROCESSING; ASYMPTOTIC ANALYSIS; DATA STORAGE EQUIPMENT; DENDRIMERS; FAULT TOLERANCE; INFORMATION SERVICES; NUCLEAR MATERIALS SAFEGUARDS; POLYNOMIAL APPROXIMATION; PROBABILITY; PROBABILITY DISTRIBUTIONS; QUALITY ASSURANCE; RANDOM PROCESSES; RELIABILITY; VECTORS;

EID: 55149088346     PISSN: 00361399     EISSN: None     Source Type: Journal    
DOI: 10.1137/070700012     Document Type: Article
Times cited : (17)

References (47)
  • 1
    • 0000949887 scopus 로고
    • Information storage in neural networks with low levels of activity
    • D. J. AMIT, H. GUTFREUND, and H. SOMPOLINSKY, Information storage in neural networks with low levels of activity, Phys. Rev. A, 35 (1987), pp. 2293-2303.
    • (1987) Phys. Rev. A , vol.35 , pp. 2293-2303
    • AMIT, D.J.1    GUTFREUND, H.2    SOMPOLINSKY, H.3
  • 2
    • 33645063980 scopus 로고
    • Statistical mechanics of neural networks near saturation
    • D. J. AMIT, H. GUTFREUND, and H. SOMPOLINSKY, Statistical mechanics of neural networks near saturation, Ann. Phys., 173 (1987), pp. 30-67.
    • (1987) Ann. Phys , vol.173 , pp. 30-67
    • AMIT, D.J.1    GUTFREUND, H.2    SOMPOLINSKY, H.3
  • 3
    • 0024861151 scopus 로고
    • Information storage and effective data retrieval in sparse matrices
    • H. J. BENTZ, M. HAGSTROEM, and G. PALM, Information storage and effective data retrieval in sparse matrices, Neural Networks, 2 (1989), pp. 289-293.
    • (1989) Neural Networks , vol.2 , pp. 289-293
    • BENTZ, H.J.1    HAGSTROEM, M.2    PALM, G.3
  • 4
    • 0032122224 scopus 로고    scopus 로고
    • Information storage capacity of incompletely connected associative memories
    • H. BOSCH and F. KURFESS, Information storage capacity of incompletely connected associative memories, Neural Networks, 11 (1998), pp. 869-876.
    • (1998) Neural Networks , vol.11 , pp. 869-876
    • BOSCH, H.1    KURFESS, F.2
  • 5
    • 0001453729 scopus 로고
    • Cell assemblies in the cerebral cortex, in Theoretical Approaches to Complex Systems
    • R. Heim and G. Palm, eds, Springer-Verlag, Berlin, Heidelberg, New York
    • V. BRAITENBERG, Cell assemblies in the cerebral cortex, in Theoretical Approaches to Complex Systems, R. Heim and G. Palm, eds., Lecture Notes in Biomath. 21, Springer-Verlag, Berlin, Heidelberg, New York, 1978, pp. 171-188.
    • (1978) Lecture Notes in Biomath , vol.21 , pp. 171-188
    • BRAITENBERG, V.1
  • 8
    • 0008975125 scopus 로고
    • On setting unit thresholds in an incompletely connected associative net
    • J. T. BUCKINGHAM and D. J. WILLSHAW, On setting unit thresholds in an incompletely connected associative net, Network: Computation in Neural Systems, 4 (1993), pp. 441-459.
    • (1993) Network: Computation in Neural Systems , vol.4 , pp. 441-459
    • BUCKINGHAM, J.T.1    WILLSHAW, D.J.2
  • 11
    • 36149030974 scopus 로고
    • Associative memory in a network of "spiking" neurons
    • W. GERSTNER and J. L. van HEMMEN, Associative memory in a network of "spiking" neurons, Network, 3 (1992), pp. 139-164.
    • (1992) Network , vol.3 , pp. 139-164
    • GERSTNER, W.1    van HEMMEN, J.L.2
  • 12
    • 0000193495 scopus 로고
    • Improving recall from an associative memory
    • B. GRAHAM and D. WILLSHAW, Improving recall from an associative memory, Biol. Cybernet., 72 (1995), pp. 337-346.
    • (1995) Biol. Cybernet , vol.72 , pp. 337-346
    • GRAHAM, B.1    WILLSHAW, D.2
  • 16
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • J. J. HOPFIELD, Neural networks and physical systems with emergent collective computational abilities, Proc. Natl. Acad. Sci. USA, 79 (1982), pp. 2554-2558.
    • (1982) Proc. Natl. Acad. Sci. USA , vol.79 , pp. 2554-2558
    • HOPFIELD, J.J.1
  • 19
    • 55149122962 scopus 로고    scopus 로고
    • O. KAYNAK, E. ALPAYDIN, E. OJA, and L. XU, eds, Springer-Verlag, Berlin
    • O. KAYNAK, E. ALPAYDIN, E. OJA, and L. XU, eds., Lecture Notes in Comput. Sci. 2714, Springer-Verlag, Berlin, 2003, pp. 325-332.
    • (2003) Lecture Notes in Comput. Sci , vol.2714 , pp. 325-332
  • 21
    • 23844451054 scopus 로고    scopus 로고
    • Neural associative memory for brain modeling and information retrieval
    • A. KNOBLAUCH, Neural associative memory for brain modeling and information retrieval, Inform. Process. Lett., 95 (2005), pp. 537-544.
    • (2005) Inform. Process. Lett , vol.95 , pp. 537-544
    • KNOBLAUCH, A.1
  • 22
    • 18144407299 scopus 로고    scopus 로고
    • Statistical implications of clipped Hebbian learning of cell assemblies
    • A. KNOBLAUCH, Statistical implications of clipped Hebbian learning of cell assemblies, Neuro-comput., 65-66 (2005), pp. 647-652.
    • (2005) Neuro-comput , vol.65-66 , pp. 647-652
    • KNOBLAUCH, A.1
  • 24
    • 79958252769 scopus 로고    scopus 로고
    • Asymptotic Conditions for High-Capacity Neural Associative Networks
    • 07-02, Honda Research Institute Europe, Offenbach/Main, Germany
    • A. KNOBLAUCH, Asymptotic Conditions for High-Capacity Neural Associative Networks, Internal Report HRI-EU 07-02, Honda Research Institute Europe, Offenbach/Main, Germany, 2007.
    • (2007) Internal Report HRI-EU
    • KNOBLAUCH, A.1
  • 25
    • 79958252769 scopus 로고    scopus 로고
    • On the Computational Benefits of Inhibitory Neural Associative Networks
    • 07-05, Honda Research Institute Europe, Offenbach/Main, Germany
    • A. KNOBLAUCH, On the Computational Benefits of Inhibitory Neural Associative Networks, Internal Report HRI-EU 07-05, Honda Research Institute Europe, Offenbach/Main, Germany, 2007.
    • (2007) Internal Report HRI-EU
    • KNOBLAUCH, A.1
  • 26
    • 55149100884 scopus 로고    scopus 로고
    • Closed-form expressions for the moments of the binomial probability distribution
    • A. KNOBLAUCH, Closed-form expressions for the moments of the binomial probability distribution, SIAM J. Appl. Math., 69 (2008), pp. 197-204.
    • (2008) SIAM J. Appl. Math , vol.69 , pp. 197-204
    • KNOBLAUCH, A.1
  • 27
    • 0034760661 scopus 로고    scopus 로고
    • Pattern separation and synchronization in spiking associative memories and visual areas
    • A. KNOBLAUCH and G. PALM, Pattern separation and synchronization in spiking associative memories and visual areas, Neural Networks, 14 (2001), pp. 763-780.
    • (2001) Neural Networks , vol.14 , pp. 763-780
    • KNOBLAUCH, A.1    PALM, G.2
  • 28
    • 0036724919 scopus 로고    scopus 로고
    • Scene segmentation by spike synchronization in reciprocally connected visual areas. II. Global assemblies and synchronization on larger space and time scales
    • A. KNOBLAUCH and G. PALM, Scene segmentation by spike synchronization in reciprocally connected visual areas. II. Global assemblies and synchronization on larger space and time scales, Biol. Cybernet., 87 (2002), pp. 168-184.
    • (2002) Biol. Cybernet , vol.87 , pp. 168-184
    • KNOBLAUCH, A.1    PALM, G.2
  • 31
    • 0015083717 scopus 로고
    • Simple memory: A theory for archicortex
    • D. MARR, Simple memory: A theory for archicortex, Philos. Trans. Roy. Soc. London Ser. B, 262 (1971), pp. 24-81.
    • (1971) Philos. Trans. Roy. Soc. London Ser. B , vol.262 , pp. 24-81
    • MARR, D.1
  • 33
    • 33745714009 scopus 로고    scopus 로고
    • An RCE-based associative memory with application to human face recognition
    • X. MU, M. ARTIKLAR, P. WATTA, and M. H. HASSOUN, An RCE-based associative memory with application to human face recognition, Neural Process. Lett., 23 (2006), pp. 257-271.
    • (2006) Neural Process. Lett , vol.23 , pp. 257-271
    • MU, X.1    ARTIKLAR, M.2    WATTA, P.3    HASSOUN, M.H.4
  • 34
    • 0347119409 scopus 로고
    • Associative Memory: On the (puzzling) sparse coding limit
    • J.-P. NADAL, Associative Memory: On the (puzzling) sparse coding limit, J. Phys. A, 24 (1991), pp. 1093-1101.
    • (1991) J. Phys. A , vol.24 , pp. 1093-1101
    • NADAL, J.-P.1
  • 35
    • 0019190366 scopus 로고
    • On associative memories
    • G. PALM, On associative memories, Biol. Cybernet., 36 (1980), pp. 19-31.
    • (1980) Biol. Cybernet , vol.36 , pp. 19-31
    • PALM, G.1
  • 37
    • 0023646242 scopus 로고
    • Computing with neural networks
    • G. PALM, Computing with neural networks, Science, 235 (1987), pp. 1227-1228.
    • (1987) Science , vol.235 , pp. 1227-1228
    • PALM, G.1
  • 38
    • 0002460179 scopus 로고
    • Memory capacities of local rules for synaptic modification
    • G. PALM, Memory capacities of local rules for synaptic modification. A comparative review, Concepts in Neurosci., 2 (1991), pp. 97-128.
    • (1991) A comparative review, Concepts in Neurosci , vol.2 , pp. 97-128
    • PALM, G.1
  • 39
    • 0002293651 scopus 로고    scopus 로고
    • Associative data storage and retrieval in neural nets
    • E. Domany, J. L. van Hemmen, and K. Schulten, eds, Springer-Verlag, New York
    • G. PALM and F. SOMMER, Associative data storage and retrieval in neural nets, in Models of Neural Networks III, E. Domany, J. L. van Hemmen, and K. Schulten, eds., Springer-Verlag, New York, 1996, pp. 79-118.
    • (1996) Models of Neural Networks III , pp. 79-118
    • PALM, G.1    SOMMER, F.2
  • 41
    • 2342593581 scopus 로고
    • The modified Kanerva model for automatic speech recognition
    • R. W. PRAGER and F. FALLSIDE, The modified Kanerva model for automatic speech recognition, Computer Speech and Language, 3 (1989), pp. 61-81.
    • (1989) Computer Speech and Language , vol.3 , pp. 61-81
    • PRAGER, R.W.1    FALLSIDE, F.2
  • 42
    • 0002819135 scopus 로고    scopus 로고
    • Binding and normalization of binary sparse distributed representations by context-dependent thinning
    • D. A. RACHKOVSKIJ and E. M. KUSSUL, Binding and normalization of binary sparse distributed representations by context-dependent thinning, Neural Comput., 13 (2001), pp. 411-452.
    • (2001) Neural Comput , vol.13 , pp. 411-452
    • RACHKOVSKIJ, D.A.1    KUSSUL, E.M.2
  • 43
    • 33646509186 scopus 로고    scopus 로고
    • Storing and restoring visual input with collaborative rank coding and associative memory
    • M. REHN and F. T. SOMMER, Storing and restoring visual input with collaborative rank coding and associative memory, Neurocomput., 69 (2006), pp. 1219-1223.
    • (2006) Neurocomput , vol.69 , pp. 1219-1223
    • REHN, M.1    SOMMER, F.T.2
  • 44
    • 0033106142 scopus 로고    scopus 로고
    • Improved bidirectional retrieval of sparse patterns stored by Hebbian learning
    • F. T. SOMMER and G. PALM, Improved bidirectional retrieval of sparse patterns stored by Hebbian learning, Neural Networks, 12 (1999), pp. 281-297.
    • (1999) Neural Networks , vol.12 , pp. 281-297
    • SOMMER, F.T.1    PALM, G.2
  • 45
    • 34347131550 scopus 로고
    • Die Lernmatrix
    • K. STEINBUCH, Die Lernmatrix, Kybernetik, 1 (1961), pp. 36-45.
    • (1961) Kybernetik , vol.1 , pp. 36-45
    • STEINBUCH, K.1
  • 46
    • 0038159929 scopus 로고    scopus 로고
    • Learning optimized features for hierarchical models of invariant object recognition
    • H. WERSING and E. KÖRNER, Learning optimized features for hierarchical models of invariant object recognition, Neural Comput., 15 (2003), pp. 1559-1588.
    • (2003) Neural Comput , vol.15 , pp. 1559-1588
    • WERSING, H.1    KÖRNER, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.