Petia Koprinkova-Hristova & Valeri Mladenov 
Artificial Neural Networks [PDF ebook] 
Methods and Applications in Bio-/Neuroinformatics

Dukung

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.

€213.99
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Daftar Isi

Neural Networks Theory and Models.- New Machine Learning Algorithms for Neural Networks.- Pattern Recognition, Classification and other Neural Network Applications.

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Bahasa Inggris ● Format PDF ● Halaman 488 ● ISBN 9783319099033 ● Ukuran file 20.5 MB ● Editor Petia Koprinkova-Hristova & Valeri Mladenov ● Penerbit Springer International Publishing ● Kota Cham ● Negara CH ● Diterbitkan 2014 ● Diunduh 24 bulan ● Mata uang EUR ● ID 5233583 ● Perlindungan salinan DRM sosial

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