Innovations in neural information paradigms and applications / Monica Bianchini... [et al.] (Eds.).

SeriesStudies 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 noteAlso available online to SpringerLink subscribers.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2009934302
ISBN9783642040023
ISBN3642040020