2016, ISBN: 3319349503

[EAN: 9783319349503], Neubuch, [SC: 12.11], [PU: Springer International Publishing], ANNINBIOINFORMATICS; ANNINNEUROINFORMATICS; DYNAMICNEURALNETWORKS; EMBODIEDMODELS; GESTURERECOGNITION;… Mehr…

[EAN: 9783319349503], Neubuch, [SC: 12.11], [PU: Springer International Publishing], ANNINBIOINFORMATICS; ANNINNEUROINFORMATICS; DYNAMICNEURALNETWORKS; EMBODIEDMODELS; GESTURERECOGNITION; ICANN2013; RECURRENTNEURALNETWORKS; SVMS; TIMESERIESDATA; TIME-DEPENDENTLEARNING, Druck auf Anfrage Neuware - The book reports on the latest theories on artificial neural networks, with a special emphasis on bio-neuroinformatics methods. It includes twenty-three papers selected from among the best contributions on bio-neuroinformatics-related issues, which were presented at the International Conference on Artificial Neural Networks, held in Sofia, Bulgaria, on September 10-13, 2013 (ICANN 2013). The book covers a broad range of topics concerning the theory and applications of artificial neural networks, including recurrent neural networks, super-Turing computation and reservoir computing, double-layer vector perceptrons, nonnegative matrix factorization, bio-inspired models of cell communities, Gestalt laws, embodied theory of language understanding, saccadic gaze shifts and memory formation, and new training algorithms for Deep Boltzmann Machines, as well as dynamic neural networks and kernel machines. It also reports on new approaches to reinforcement learning, optimal control of discrete time-delay systems, new algorithms for prototype selection, and group structure discovering. Moreover, the book discusses one-class support vector machines for pattern recognition, handwritten digit recognition, time series forecasting and classification, and anomaly identification in data analytics and automated data analysis. By presenting the state-of-the-art and discussing the current challenges in the fields of artificial neural networks, bioinformatics and neuroinformatics, the book is intended to promote the implementation of new methods and improvement of existing ones, and to support advanced students, researchers and professionals in their daily efforts to identify, understand and solve a number of open questions in these fields. 500 pp. Englisch, Books<

2013, ISBN: 9783319349503

The book reports on the latest theories on artificial neural networks, with a special emphasis on bio-neuroinformatics methods. It includes twenty-three papers selected from among the bes… Mehr…

The book reports on the latest theories on artificial neural networks, with a special emphasis on bio-neuroinformatics methods. It includes twenty-three papers selected from among the best contributions on bio-neuroinformatics-related issues, which were presented at the International Conference on Artificial Neural Networks, held in Sofia, Bulgaria, on September 10-13, 2013 (ICANN 2013). The book covers a broad range of topics concerning the theory and applications of artificial neural networks, including recurrent neural networks, super-Turing computation and reservoir computing, double-layer vector perceptrons, nonnegative matrix factorization, bio-inspired models of cell communities, Gestalt laws, embodied theory of language understanding, saccadic gaze shifts and memory formation, and new training algorithms for Deep Boltzmann Machines, as well as dynamic neural networks and kernel machines. It also reports on new approaches to reinforcement learning, optimal control of discrete time-delay systems, new algorithms for prototype selection, and group structure discovering. Moreover, the book discusses one-class support vector machines for pattern recognition, handwritten digit recognition, time series forecasting and classification, and anomaly identification in data analytics and automated data analysis. By presenting the state-of-the-art and discussing the current challenges in the fields of artificial neural networks, bioinformatics and neuroinformatics, the book is intended to promote the implementation of new methods and improvement of existing ones, and to support advanced students, researchers and professionals in their daily efforts to identify, understand and solve a number of open questions in these fields. New Textbooks>Trade Paperback>Technology>Xxxsoftware Engr>* Desc Unknown, Springer International Publishing Core >1 >T<

2013, ISBN: 9783319349503

Paperback, [PU: Springer International Publishing AG], The book reports on the latest theories on artificial neural networks, with a special emphasis on bio-neuroinformatics methods. It i… Mehr…

Paperback, [PU: Springer International Publishing AG], The book reports on the latest theories on artificial neural networks, with a special emphasis on bio-neuroinformatics methods. It includes twenty-three papers selected from among the best contributions on bio-neuroinformatics-related issues, which were presented at the International Conference on Artificial Neural Networks, held in Sofia, Bulgaria, on September 10-13, 2013 (ICANN 2013). The book covers a broad range of topics concerning the theory and applications of artificial neural networks, including recurrent neural networks, super-Turing computation and reservoir computing, double-layer vector perceptrons, nonnegative matrix factorization, bio-inspired models of cell communities, Gestalt laws, embodied theory of language understanding, saccadic gaze shifts and memory formation, and new training algorithms for Deep Boltzmann Machines, as well as dynamic neural networks and kernel machines. It also reports on new approaches to reinforcement learning, optimal control of discrete time-delay systems, new algorithms for prototype selection, and group structure discovering. Moreover, the book discusses one-class support vector machines for pattern recognition, handwritten digit recognition, time series forecasting and classification, and anomaly identification in data analytics and automated data analysis. By presenting the state-of-the-art and discussing the current challenges in the fields of artificial neural networks, bioinformatics and neuroinformatics, the book is intended to promote the implementation of new methods and improvement of existing ones, and to support advanced students, researchers and professionals in their daily efforts to identify, understand and solve a number of open questions in these fields., Artificial Intelligence<

2016, ISBN: 3319349503

Softcover reprint of the original 1st ed. 2015 Kartoniert / Broschiert Biowissenschaften, allgemein, Regelungstechnik, Informationstechnik (IT), allgemeine Themen, Künstliche Intelligen… Mehr…

Softcover reprint of the original 1st ed. 2015 Kartoniert / Broschiert Biowissenschaften, allgemein, Regelungstechnik, Informationstechnik (IT), allgemeine Themen, Künstliche Intelligenz, ANNinbioinformatics; ANNinneuroinformatics; Dynamicneuralnetworks; EmbodiedModels; gesturerecognition; ICANN2013; RecurrentNeuralNetworks; SVMs; Timeseriesdata; Time-dependentlearning, mit Schutzumschlag 11, [PU:Springer International Publishing]<

2016, ISBN: 9783319349503

Methods and Applications in Bio-/Neuroinformatics, Buch, Softcover, Softcover reprint of the original 1st ed. 2015, [PU: Springer International Publishing], Springer International Publish… Mehr…

Methods and Applications in Bio-/Neuroinformatics, Buch, Softcover, Softcover reprint of the original 1st ed. 2015, [PU: Springer International Publishing], Springer International Publishing, 2016<