By Valeri Mladenov, Petia Koprinkova-Hristova

ISBN-10: 3319099027

ISBN-13: 9783319099026

The ebook studies at the most up-to-date theories on man made neural networks, with a unique emphasis on bio-neuroinformatics tools.

It comprises twenty-three papers chosen from top-of-the-line contributions on bio-neuroinformatics-related concerns, that have been awarded on the foreign convention on man made Neural Networks, held in Sofia, Bulgaria, on September 10-13, 2013

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Additional resources for Artificial Neural Networks: Methods and Applications in Bio-/Neuroinformatics

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10(5), 1071–1095 (1998) 41. : Analog neural nets with gaussian or other common noise distributions cannot recognize arbitary regular languages. Neural Comput. 11(3), 771–782 (1999) 42. : Synaptic plasticity and memory: An evaluation of the hypothesis. Annu. Rev. Neurosci. 23(1), 649–711 (2000); PMID: 10845078 43. : A logical calculus of the ideas immanent in nervous activity. Bulletin of Mathematical Biophysic 5, 115–133 (1943) 44. : Computation: finite and infinite machines. , Englewood Cliffs (1967) 45.

Evolving recurrent neural networks are super-Turing. In: IJCNN, pp. 3200–3206. IEEE (2011) 11. : The computational power of interactive recurrent neural networks. Neural Computation 24(4), 996–1019 (2012) 12. : A hierarchical classification of first-order recurrent neural networks. , Mart´ın-Vide, C. ) LATA 2010. LNCS, vol. 6031, pp. 142–153. Springer, Heidelberg (2010) 13. : The expressive power of analog recurrent neural networks on infinite input streams. Theor. Comput. Sci. 436, 23–34 (2012) 26 J.

MIT Press (2001) 2. : Musical instrument classification using nonnegative matrix factorization algorithms and subset feature selection. In: Proc. of 2006 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), Toulouse, France, p. V (2006) 3. : Nonmonotone spectral projected gradient methods on convex sets. SIAM Journal on Control and Optimization 10, 1196–1211 (2000) 4. : Graph regularized nonnegative matrix factorization for data representation. IEEE Transactions on Pattern Analysis and Machine Intelligence 33(8), 1548–1560 (2011) Image Classification with NMF Based on SPG 49 5.

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Artificial Neural Networks: Methods and Applications in Bio-/Neuroinformatics by Valeri Mladenov, Petia Koprinkova-Hristova

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