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Titlebook: Neural Network Dynamics; Proceedings of the W J. G. Taylor (Director),E. R. Caianiello,J. W. Cla Conference proceedings 1992 Springer-Verla

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61#
發(fā)表于 2025-4-1 05:01:26 | 只看該作者
Optimal Architectures and High-Order Networkspossible. We self-consistently include multi-cell interactions and find a substantially improved stability of the memorized information. The problem of controlling high-order contributions can be successfully attacked with Polyà’s combinatorial group-theoretical techniques.
62#
發(fā)表于 2025-4-1 07:27:41 | 只看該作者
Nets, Structure, Hierarchy that general “structural laws” are at work in all systems, which ought to be not ignored when thinking about “neural computers”. An example of such laws is given for hierarchical modular systems, which shows also how “complexity” can be for them exactly defined and handled.
63#
發(fā)表于 2025-4-1 13:47:42 | 只看該作者
Training Random Asymmetric ‘Neural’ Networks Towards Chaos — A Progress Reportits’ thresholds from normal thresholds. It is much easier to increase the limit cycle period by the plasticity algorithm, when the memory of the accumulating signal of the fields at the non-firing units is non-zero.
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