| University of Oxford Department of Physics

Modern analytic techniques to solve the dynamics of recurrent neural networks

ADV NEUR IN 8 (1996) 253-259

Authors:

ACC Coolen, SN Laughton, D Sherrington

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Order-parameter flow in the SK spin-glass .2. Inclusion of microscopic memory effects

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL 29:4 (1996) 763-786

Authors:

SN Laughton, ACC Coolen, D Sherrington

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Possible glassiness in a periodic long-range Josephson array.

Phys Rev Lett 75:4 (1995) 713-716

Authors:

P Chandra, LB Ioffe, D Sherrington

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Finite-dimensional neural networks storing structured patterns.

Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics 51:4 (1995) 3628-3642

Authors:

H Nishimori, W Whyte, D Sherrington

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Modern Analytic Techniques to Solve the Dynamics of Recurrent Neural Networks

Advances in Neural Information Processing Systems 8 (1995) 253-259

Authors:

ACC Coolen, SN Laughton, D Sherrington

Abstract:

We describe the use of modern analytical techniques in solving the dynamics of symmetric and nonsymmetric recurrent neural networks near saturation. These explicitly take into account the correlations between the post-synaptic potentials, and thereby allow for a reliable prediction of transients.

Prof. David Sherrington FRS

Sub department

Modern analytic techniques to solve the dynamics of recurrent neural networks

Authors:

Order-parameter flow in the SK spin-glass .2. Inclusion of microscopic memory effects

Authors:

Possible glassiness in a periodic long-range Josephson array.

Authors:

Finite-dimensional neural networks storing structured patterns.

Authors:

Modern Analytic Techniques to Solve the Dynamics of Recurrent Neural Networks

Authors:

Abstract:

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Prof. David Sherrington FRS

Sub department

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Modern analytic techniques to solve the dynamics of recurrent neural networks

Authors:

Order-parameter flow in the SK spin-glass .2. Inclusion of microscopic memory effects

Authors:

Possible glassiness in a periodic long-range Josephson array.

Authors:

Finite-dimensional neural networks storing structured patterns.

Authors:

Modern Analytic Techniques to Solve the Dynamics of Recurrent Neural Networks

Authors:

Abstract: