Finite-size effects in on-line learning of multilayer neural networks

D Barber; D Saad; P Sollich

doi:10.1209/epl/i1996-00431-5

Finite-size effects in on-line learning of multilayer neural networks

EPL (Europhysics Letters) ◽

10.1209/epl/i1996-00431-5 ◽

1996 ◽

Vol 34 (2) ◽

pp. 151-156 ◽

Cited By ~ 14

Author(s):

D Barber ◽

D Saad ◽

P Sollich

Keyword(s):

Neural Networks ◽

Size Effects ◽

Finite Size ◽

Finite Size Effects ◽

On Line ◽

Multilayer Neural Networks ◽

On Line Learning

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Finite Size Effects in On-Line Learning of Multi-Layer Neural Networks

Mathematics of Neural Networks - Operations Research/Computer Science Interfaces Series ◽

10.1007/978-1-4615-6099-9_11 ◽

1997 ◽

pp. 84-88

Author(s):

David Barber ◽

Peter Sollich ◽

David Saad

Keyword(s):

Neural Networks ◽

Size Effects ◽

Finite Size ◽

Finite Size Effects ◽

On Line ◽

On Line Learning

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On-line learning from restricted training sets in multilayer neural networks

EPL (Europhysics Letters) ◽

10.1209/epl/i2000-00394-5 ◽

2000 ◽

Vol 51 (6) ◽

pp. 691-697 ◽

Cited By ~ 9

Author(s):

A. C. C Coolen ◽

D Saad ◽

Yuan-Sheng Xiong

Keyword(s):

Neural Networks ◽

On Line ◽

Multilayer Neural Networks ◽

On Line Learning ◽

Training Sets

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Globally Optimal Parameters for On-Line Learning in Multilayer Neural Networks

Physical Review Letters ◽

10.1103/physrevlett.79.2578 ◽

1997 ◽

Vol 79 (13) ◽

pp. 2578-2581 ◽

Cited By ~ 33

Author(s):

David Saad ◽

Magnus Rattray

Keyword(s):

Neural Networks ◽

Optimal Parameters ◽

On Line ◽

Multilayer Neural Networks ◽

On Line Learning

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Finite-size effects in separable recurrent neural networks

Journal of Physics A General Physics ◽

10.1088/0305-4470/31/31/009 ◽

1998 ◽

Vol 31 (31) ◽

pp. 6615-6634 ◽

Cited By ~ 6

Author(s):

A Castellanos ◽

A C C Coolen ◽

L Viana

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Size Effects ◽

Finite Size ◽

Finite Size Effects

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Annealed On-line Learning in Multilayer Neural Networks

On-Line Learning in Neural Networks ◽

10.1017/cbo9780511569920.011 ◽

1999 ◽

pp. 209-230 ◽

Cited By ~ 5

Author(s):

Siegfried Bös ◽

Shun-Ichi Amari

Keyword(s):

Neural Networks ◽

On Line ◽

Multilayer Neural Networks ◽

On Line Learning

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Exact Solution for On-Line Learning in Multilayer Neural Networks

Physical Review Letters ◽

10.1103/physrevlett.74.4337 ◽

1995 ◽

Vol 74 (21) ◽

pp. 4337-4340 ◽

Cited By ~ 96

Author(s):

David Saad ◽

Sara A. Solla

Keyword(s):

Neural Networks ◽

Exact Solution ◽

On Line ◽

Multilayer Neural Networks ◽

On Line Learning

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Dynamic Finite Size Effects in Spiking Neural Networks

PLoS Computational Biology ◽

10.1371/journal.pcbi.1002872 ◽

2013 ◽

Vol 9 (1) ◽

pp. e1002872 ◽

Cited By ~ 38

Author(s):

Michael A. Buice ◽

Carson C. Chow

Keyword(s):

Neural Networks ◽

Size Effects ◽

Finite Size ◽

Spiking Neural Networks ◽

Finite Size Effects

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Matrix-update for accelerated on-line learning in multilayer neural networks

Journal of Physics A General Physics ◽

10.1088/0305-4470/31/22/002 ◽

1998 ◽

Vol 31 (22) ◽

pp. L413-L417 ◽

Cited By ~ 2

Author(s):

Siegfried Bös

Keyword(s):

Neural Networks ◽

On Line ◽

Multilayer Neural Networks ◽

On Line Learning

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On-Line Learning in Multilayer Neural Networks

Mathematics of Neural Networks - Operations Research/Computer Science Interfaces Series ◽

10.1007/978-1-4615-6099-9_53 ◽

1997 ◽

pp. 306-311 ◽

Cited By ~ 1

Author(s):

David Saad ◽

Sara A. Solla

Keyword(s):

Neural Networks ◽

On Line ◽

Multilayer Neural Networks ◽

On Line Learning

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Convergence time and finite size effects in neural networks

Journal of Physics A General Physics ◽

10.1088/0305-4470/23/11/047 ◽

1990 ◽

Vol 23 (11) ◽

pp. 2237-2241 ◽

Cited By ~ 20

Author(s):

G A Kohring

Keyword(s):

Neural Networks ◽

Size Effects ◽

Finite Size ◽

Convergence Time ◽

Finite Size Effects

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