-
2
-
-
0025985528
-
Optimising synaptic learning rules in linear associative memories
-
Dayan P, Willshaw DJ (1991) Optimising synaptic learning rules in linear associative memories. Biol Cybern 65: 253-265.
-
(1991)
Biol Cybern
, vol.65
, pp. 253-265
-
-
Dayan, P.1
Willshaw, D.J.2
-
3
-
-
0020118274
-
Neural networks and physical systems with emergent collective computational abilities
-
Hopfield JJ (1982) Neural networks and physical systems with emergent collective computational abilities. Proc Natl Acad Sci U S A 79: 2554-2558.
-
(1982)
Proc Natl Acad Sci U S A
, vol.79
, pp. 2554-2558
-
-
Hopfield, J.J.1
-
4
-
-
0002791169
-
Sparsely coded neural networks
-
Arbib MA, ed, 1st edition. Cambridge, MA: MIT press. pp
-
Meunier C, Nadal JP (1995) Sparsely coded neural networks. In: Arbib MA, ed. The handbook of brain theory, 1st edition. Cambridge, MA: MIT press. pp 899-901.
-
(1995)
The handbook of brain theory
, pp. 899-901
-
-
Meunier, C.1
Nadal, J.P.2
-
5
-
-
36849154193
-
Memory and molecular turnover
-
Crick F (1984) Memory and molecular turnover. Nature 312: 101.
-
(1984)
Nature
, vol.312
, pp. 101
-
-
Crick, F.1
-
7
-
-
22144441670
-
Graded bidirectional synaptic plasticity is composed of switch-like unitary events
-
O'Connor DH, Wittenberg GM, Wang SSH (2005) Graded bidirectional synaptic plasticity is composed of switch-like unitary events. Proc Natl Acad Sci U S A 102: 9679-9684.
-
(2005)
Proc Natl Acad Sci U S A
, vol.102
, pp. 9679-9684
-
-
O'Connor, D.H.1
Wittenberg, G.M.2
Wang, S.S.H.3
-
8
-
-
36149035600
-
A memory which forgets
-
Parisi G (1986) A memory which forgets. J Phys A: Math Gen 19: L617-L620.
-
(1986)
J Phys A: Math Gen
, vol.19
-
-
Parisi, G.1
-
9
-
-
0001101723
-
Learning in neural networks with material synapses
-
Amit D, Fusi S (1994) Learning in neural networks with material synapses. Neural Comput 6: 957-982.
-
(1994)
Neural Comput
, vol.6
, pp. 957-982
-
-
Amit, D.1
Fusi, S.2
-
10
-
-
13844266723
-
Cascade models of synaptically stored memories
-
Fusi S, Drew PJ, Abbott LF (2005) Cascade models of synaptically stored memories. Neuron 45: 599-611.
-
(2005)
Neuron
, vol.45
, pp. 599-611
-
-
Fusi, S.1
Drew, P.J.2
Abbott, L.F.3
-
11
-
-
23944472208
-
Learning only when necessary: Better memories of correlated patterns in networks with bounded synapses
-
Senn W, Fusi S (2005) Learning only when necessary: better memories of correlated patterns in networks with bounded synapses. Neural Comput 17: 2106-2138.
-
(2005)
Neural Comput
, vol.17
, pp. 2106-2138
-
-
Senn, W.1
Fusi, S.2
-
12
-
-
32644483897
-
Learning by message passing in networks of discrete synapses
-
Braunstein A, Zecchina R (2006) Learning by message passing in networks of discrete synapses. Phys Rev Lett 96: 030201.
-
(2006)
Phys Rev Lett
, vol.96
, pp. 030201
-
-
Braunstein, A.1
Zecchina, R.2
-
14
-
-
77953334034
-
Long memory lifetimes require complex synapses and limited sparseness
-
doi:10.3389/neuro.10/007.2007
-
Ben Dayan Rubin DD, Fusi S (2007) Long memory lifetimes require complex synapses and limited sparseness. Frontiers Comput Neurosci 1: 7. doi:10.3389/neuro.10/007.2007.
-
(2007)
Frontiers Comput Neurosci
, vol.1
, pp. 7
-
-
Ben1
Dayan Rubin, D.D.2
Fusi, S.3
-
15
-
-
36849041065
-
Sparseness constrains the prolongation of memory lifetime via synaptic metaplasticity
-
Leibold C, Kempter R (2008) Sparseness constrains the prolongation of memory lifetime via synaptic metaplasticity. Cerebral Cortex 18: 67-77.
-
(2008)
Cerebral Cortex
, vol.18
, pp. 67-77
-
-
Leibold, C.1
Kempter, R.2
-
17
-
-
38649129810
-
Inhomogeneities in heteroassociative memories with linear learning rules
-
Sterratt DC, Willshaw D (2008) Inhomogeneities in heteroassociative memories with linear learning rules. Neural Comput 20: 311-344.
-
(2008)
Neural Comput
, vol.20
, pp. 311-344
-
-
Sterratt, D.C.1
Willshaw, D.2
-
18
-
-
33947631984
-
Limits on the memory storage capacity of bounded synapses
-
doi:10.1038/nn1859
-
Fusi S, Abbott LF (2007) Limits on the memory storage capacity of bounded synapses. Nat Neurosci 10: 485-493. doi:10.1038/nn1859.
-
(2007)
Nat Neurosci
, vol.10
, pp. 485-493
-
-
Fusi, S.1
Abbott, L.F.2
-
19
-
-
0040669525
-
Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates
-
Fusi S (2002) Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates. Biol Cybern 87: 459-470.
-
(2002)
Biol Cybern
, vol.87
, pp. 459-470
-
-
Fusi, S.1
-
20
-
-
21344477977
-
Storage capacity of neural networks: Effect of the fluctuations of the number of active neurons per memory
-
Brunel N (1994) Storage capacity of neural networks: effect of the fluctuations of the number of active neurons per memory. Phys A 27: 4783-4789.
-
(1994)
Phys A
, vol.27
, pp. 4783-4789
-
-
Brunel, N.1
-
21
-
-
33745683388
-
Eluding oblivion with smart stochastic selection of synaptic updates
-
Fusi S, Senn W (2006) Eluding oblivion with smart stochastic selection of synaptic updates. Chaos 16: 026112.
-
(2006)
Chaos
, vol.16
, pp. 026112
-
-
Fusi, S.1
Senn, W.2
-
23
-
-
0037468832
-
Pyramidal Neuron as Two-Layer Neural Network
-
Poirazi P, Brannon T, Mel B (2003) Pyramidal Neuron as Two-Layer Neural Network. Neuron 37: 989-999.
-
(2003)
Neuron
, vol.37
, pp. 989-999
-
-
Poirazi, P.1
Brannon, T.2
Mel, B.3
-
24
-
-
33644877940
-
The optimal synapse for sparse, binary signals in the rod pathway
-
Clark P, van Rossum MC (2006) The optimal synapse for sparse, binary signals in the rod pathway. Neural Comput 18: 26-44.
-
(2006)
Neural Comput
, vol.18
, pp. 26-44
-
-
Clark, P.1
van Rossum, M.C.2
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