Name
Title | ||
|---|---|---|
Pattern Storage, Bifurcations, and Groupwise Correlation Structure of an Exactly Solvable Asymmetric Neural Network Model. |
Abstract | ||
|---|---|---|
Despite their biological plausibility, neural network models with asymmetric weights are rarely solved analytically, and closed-form solutions are available only in some limiting cases or in some mean-field approximations. We found exact analytical solutions of an asymmetric spin model of neural networks with arbitrary size without resorting to any approximation, and we comprehensively studied its... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1162/neco_a_01069 | Neural Computation |
Field | DocType | Volume |
Attractor,Mathematical optimization,Joint probability distribution,Conditional probability distribution,Expression (mathematics),Learning rule,Artificial intelligence,Spin model,Discrete time and continuous time,Artificial neural network,Machine learning,Mathematics | Journal | 30 |
Issue | ISSN | Citations |
5 | 0899-7667 | 0 |
PageRank | References | Authors |
0.34 | 21 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Diego Fasoli | 1 | 18 | 1.83 |
| Anna Cattani | 2 | 4 | 1.43 |
| Stefano Panzeri | 3 | 404 | 62.09 |