Coverart for item
The Resource Innovations in neural information paradigms and applications, Monica Bianchini... [et al.] (Eds.), (electronic resource)

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

Label
Innovations in neural information paradigms and applications
Title
Innovations in neural information paradigms and applications
Statement of responsibility
Monica Bianchini... [et al.] (Eds.)
Contributor
Subject
Genre
Language
eng
Member of
Cataloging source
BTCTA
Dewey number
006.3/2
LC call number
QA76.87
LC item number
.I55 2009
http://library.link/vocab/relatedWorkOrContributorName
Bianchini, Monica
Series statement
Studies in computational intelligence,
Series volume
v. 247
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • Neural computers
  • Informationsverarbeitung
  • Neuronales Netz
Label
Innovations in neural information paradigms and applications, Monica Bianchini... [et al.] (Eds.), (electronic resource)
Instantiates
Publication
Note
Also available online to SpringerLink subscribers
Bibliography note
Includes bibliographical references and index
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.]
  • 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.]
Control code
OCM1bookssj0000318316
Dimensions
unknown
Isbn
9783642040023
Lccn
2009934302
Specific material designation
remote
System control number
(WaSeSS)bookssj0000318316
Label
Innovations in neural information paradigms and applications, Monica Bianchini... [et al.] (Eds.), (electronic resource)
Publication
Note
Also available online to SpringerLink subscribers
Bibliography note
Includes bibliographical references and index
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.]
  • 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.]
Control code
OCM1bookssj0000318316
Dimensions
unknown
Isbn
9783642040023
Lccn
2009934302
Specific material designation
remote
System control number
(WaSeSS)bookssj0000318316

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