Innovations in neural information paradigms and applications / Monica Bianchini... [et al.] (Eds.).
| Other author | Bianchini, Monica. |
| Format | Electronic |
| Publication Info | Berlin : Springer-Verlag, |
| Description | x, 291, [1] p. : ill. ; 24 cm. |
| Supplemental Content | Full text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present) |
| Subjects |
| Series | Studies in computational intelligence, 1860-949X ; v. 247 Studies in computational intelligence v. 247. ^A766031 |
| Contents | Advances in neural information processing paradigms / Monica Bianchini ...[et al.] -- Self-organizing maps for structured domains : theory, models, and learning of kernels / Fabio Aiolli [et al.] -- Unsupervised and supervised learning of graph domains / A.C. Tsoi ... [et al.] -- Neural grammar networks / Eddie Y.T. Ma and Stefan C. Kremer -- Estimates of model complexity in neural-network learning / Věra Kůrková -- Regularization and suboptimal solutions in learning from data / Giorgio Gnecco and Marcello Sanguineti -- Probabilistic interpretation of neural networks for the classification of vectors, sequences and graphs / Edmondo Trentin and Antonino Freno -- Metric learning for prototype-based classification / Michael Biehl ... [et al.] -- Bayesian linear combination of neural networks / Battista Biggio, Giorgio Fumera, and Fabio Roli -- Credit card transactions, fraud detection, and machine learning : modelling time with LSTM recurrent neural networks / Bénard Wiese and Christian Omlin -- Towards computational modelling of neural multimodal integration based on the Superior Colliculus concept / Kiran Ravulakollu ... [et al.] |
| General note | Also available online to SpringerLink subscribers. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2009934302 |
| ISBN | 9783642040023 |
| ISBN | 3642040020 |