Автор |
W K Theumann |
Автор |
R Erichsen Jr |
Дата выпуска |
1991-05-21 |
dc.description |
The storage properties of an optimal neural network with correlated patterns is studied allowing for a finite fraction of errors determined by the Gardner-Derrida cost function. A discontinuity in the probability distribution of the local stabilities is seen as a drastic decrease in the minimal fraction of errors. There is also an enlargement of the domain in which the replica symmetric solution is stable, allowing for higher storage capacities. |
Формат |
application.pdf |
Издатель |
Institute of Physics Publishing |
Название |
Gardner-Derrida neural networks with correlated patterns |
Тип |
lett |
DOI |
10.1088/0305-4470/24/10/013 |
Print ISSN |
0305-4470 |
Журнал |
Journal of Physics A: Mathematical and General |
Том |
24 |
Первая страница |
L565 |
Последняя страница |
L571 |
Аффилиация |
W K Theumann; Inst. de Fisica, Univ. Fed. do Rio Grande do Sul, Porto Alegre, Brazil |
Аффилиация |
R Erichsen Jr; Inst. de Fisica, Univ. Fed. do Rio Grande do Sul, Porto Alegre, Brazil |
Выпуск |
10 |