Neural Computation Short Title: Neural Comput. Publisher: MIT Press, Cambridge, MA ISSN: 0899-7667; 1530-888X/e Online: http://www.mitpressjournals.org/loi/neco Comments: Published electronic only as of Vol. 27, No. 1 (2015). Documents Indexed: 2,224 Publications (since 1994) References Indexed: 2,104 Publications with 77,807 References. all top 5 Latest Issues 35, No. 3 (2023) 35, No. 2 (2023) 35, No. 1 (2023) 34, No. 12 (2022) 34, No. 11 (2022) 34, No. 10 (2022) 34, No. 9 (2022) 34, No. 8 (2022) 34, No. 7 (2022) 34, No. 6 (2022) 34, No. 5 (2022) 34, No. 4 (2022) 34, No. 3 (2022) 34, No. 2 (2022) 34, No. 1 (2022) 33, No. 12 (2021) 33, No. 11 (2021) 33, No. 10 (2021) 33, No. 9 (2021) 33, No. 8 (2021) 33, No. 7 (2021) 33, No. 6 (2021) 33, No. 5 (2021) 33, No. 4 (2021) 33, No. 3 (2021) 33, No. 2 (2021) 33, No. 1 (2021) 32, No. 12 (2020) 32, No. 11 (2020) 32, No. 10 (2020) 32, No. 9 (2020) 32, No. 8 (2020) 32, No. 7 (2020) 32, No. 6 (2020) 32, No. 5 (2020) 32, No. 4 (2020) 32, No. 3 (2020) 32, No. 2 (2020) 32, No. 1 (2020) 31, No. 12 (2019) 31, No. 11 (2019) 31, No. 10 (2019) 31, No. 9 (2019) 31, No. 8 (2019) 31, No. 7 (2019) 31, No. 6 (2019) 31, No. 5 (2019) 31, No. 4 (2019) 31, No. 3 (2019) 31, No. 2 (2019) 31, No. 1 (2019) 30, No. 12 (2018) 30, No. 11 (2018) 30, No. 10 (2018) 30, No. 9 (2018) 30, No. 8 (2018) 30, No. 7 (2018) 30, No. 6 (2018) 30, No. 5 (2018) 30, No. 4 (2018) 30, No. 3 (2018) 30, No. 2 (2018) 30, No. 1 (2018) 29, No. 12 (2017) 29, No. 11 (2017) 29, No. 10 (2017) 29, No. 9 (2017) 29, No. 8 (2017) 29, No. 7 (2017) 29, No. 6 (2017) 29, No. 5 (2017) 29, No. 4 (2017) 29, No. 3 (2017) 29, No. 2 (2017) 29, No. 1 (2017) 28, No. 12 (2016) 28, No. 11 (2016) 28, No. 10 (2016) 28, No. 9 (2016) 28, No. 8 (2016) 28, No. 7 (2016) 28, No. 6 (2016) 28, No. 5 (2016) 28, No. 4 (2016) 28, No. 3 (2016) 28, No. 2 (2016) 28, No. 1 (2016) 27, No. 12 (2015) 27, No. 11 (2015) 27, No. 10 (2015) 27, No. 9 (2015) 27, No. 8 (2015) 27, No. 7 (2015) 27, No. 6 (2015) 27, No. 5 (2015) 27, No. 4 (2015) 27, No. 3 (2015) 27, No. 2 (2015) 27, No. 1 (2015) 26, No. 12 (2014) ...and 172 more Volumes all top 5 Authors 36 Amari, Shun-ichi 32 Sugiyama, Masashi 27 Sejnowski, Terrence J. 22 Elliott, Terry 16 Aihara, Kazuyuki 15 Maass, Wolfgang 14 Bengio, Yoshua 13 Lin, Chih-Jen 13 Murata, Noboru 13 Okada, Masato 12 Hino, Hideitsu 12 Hoshino, Osamu 12 Hyvärinen, Aapo 11 Brown, Emery N. 11 Eden, Uri T. 11 Eguchi, Shinto 11 Friston, Karl J. 11 Kanamori, Takafumi 11 Paninski, Liam 11 Tiňo, Peter 10 Chen, Tianping 10 Diesmann, Markus 10 Douglas, Rodney J. 10 Gerstner, Wulfram 10 Nakahara, Hiroyuki 10 Takeuchi, Ichiro 10 Ventura, Valérie 10 Wu, Si 9 Chan, Laiwan 9 Cichocki, Andrzej 9 Hansen, Lars Kai 9 Kass, Robert E. 9 Pipa, Gordon 9 Príncipe, José Carlos 9 von der Malsburg, Christoph 9 Wiskott, Laurenz 8 Aertsen, Ad 8 Dayan, Peter 8 Eliasmith, Chris 8 Goodhill, Geoffrey J. 8 Hammer, Barbara 8 Hinton, Geoffrey Everest 8 Keerthi, S. Sathiya 8 Lánský, Petr 8 Longtin, André 8 Masuda, Naoki 8 Niebur, Ernst 8 Porr, Bernd 8 Samengo, Inés 8 Schmidhuber, Jürgen 8 Van Hulle, Marc M. 8 van Rossum, Mark C. W. 8 Wörgötter, Florentin 7 Abarbanel, Henry D. I. 7 Akaho, Shotaro 7 Bogacz, Rafal 7 Chklovskii, Dmitri B. 7 Destexhe, Alain 7 Herz, Andreas V. M. 7 Kawanabe, Motoaki 7 Pillow, Jonathan W. 7 Senn, Walter 7 Seung, H. Sebastian 7 Šíma, Jiří 7 Sompolinsky, Haim 7 Takenouchi, Takashi 7 Tang, Huajin 7 Toyoizumi, Taro 6 Aoyagi, Toshio 6 Becker, Suzanna 6 Berger, Theodore W. 6 Chen, Zhe 6 Fiori, Simone 6 Hansel, David 6 Holmes, Philip J. 6 Isomura, Takuya 6 Jacobs, Robert A. 6 Kanamaru, Takashi 6 Kappen, Hilbert J. 6 Koch, Christof 6 Lainscsek, Claudia S. M. 6 Liu, Shihchii 6 Lücke, Jörg 6 Miller, David John 6 Müller, Klaus-Robert 6 Nie, Feiping 6 Niu, Gang 6 Pan, Linqiang 6 Panzeri, Stefano 6 Parr, Thomas 6 Rotter, Stefan 6 Schrauwen, Benjamin 6 Sharpee, Tatyana O. 6 Shea-Brown, Eric 6 Simoncelli, Eero P. 6 Slotine, Jean-Jacques E. 6 Song, Dong 6 Suykens, Johan A. K. 6 Suzuki, Taiji 6 Tiesinga, Paul H. E. ...and 3,677 more Authors all top 5 Fields 1,211 Biology and other natural sciences (92-XX) 978 Computer science (68-XX) 389 Statistics (62-XX) 205 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 116 Probability theory and stochastic processes (60-XX) 115 Numerical analysis (65-XX) 100 Information and communication theory, circuits (94-XX) 58 Systems theory; control (93-XX) 51 Operations research, mathematical programming (90-XX) 50 Dynamical systems and ergodic theory (37-XX) 23 Combinatorics (05-XX) 22 Ordinary differential equations (34-XX) 18 Linear and multilinear algebra; matrix theory (15-XX) 16 Partial differential equations (35-XX) 9 Functional analysis (46-XX) 9 Calculus of variations and optimal control; optimization (49-XX) 9 Statistical mechanics, structure of matter (82-XX) 5 Harmonic analysis on Euclidean spaces (42-XX) 3 Approximations and expansions (41-XX) 3 Integral equations (45-XX) 3 Differential geometry (53-XX) 3 Mechanics of particles and systems (70-XX) 3 Quantum theory (81-XX) 2 Number theory (11-XX) 2 General topology (54-XX) 2 Optics, electromagnetic theory (78-XX) 1 General and overarching topics; collections (00-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Topological groups, Lie groups (22-XX) 1 Real functions (26-XX) 1 Difference and functional equations (39-XX) 1 Operator theory (47-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) 1 Mathematics education (97-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 1,471 Publications have been cited 11,859 times in 6,977 Documents Cited by ▼ Year ▼ Laplacian eigenmaps for dimensionality reduction and data representation. 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K.; Lanckriet, G.; Lambrechts, A.; De Moor, B.; Vandewalle, J. 53 2002 SVM soft margin classifiers: linear programming versus quadratic programming. Zbl 1108.90324Wu, Qiang; Zhou, Ding-Xuan 51 2005 A universal model for spike-frequency adaptation. Zbl 1052.92010Benda, Jan; Herz, Andreas V. M. 49 2003 Training a support vector machine in the primal. Zbl 1123.68101Chapelle, Olivier 49 2007 Memorization and association on a realistic neural model. Zbl 1089.68612Valiant, Leslie G. 48 2005 Maximum likelihood estimation of a stochastic integrate-and-fire neural encoding model. Zbl 1180.62179Paninski, Liam; Pillow, Jonathan W.; Simoncelli, Eero P. 47 2004 A spike-train probability model. Zbl 0985.92017Kass, Robert E.; Ventura, Valérie 47 2001 Real-time computation at the edge of chaos in recurrent neural networks. Zbl 1102.68530Bertschinger, Nils; Natschläger, Thomas 46 2004 Predictability, complexity, and learning. 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Zbl 1076.92011Okatan, Murat; Wilson, Matthew A.; Brown, Emery N. 39 2005 Firing rate of the noisy quadratic integrate-and-fire neuron. Zbl 1085.68617Brunel, Nicolas; Latham, Peter E. 39 2003 Relating STDP to BCM. Zbl 1109.92307Izhikevich, Eugene M.; Desai, Niraj S. 39 2003 Almost periodic dynamics of a class of delayed neural networks with discontinuous activations. Zbl 1146.68422Lu, Wenlian; Chen, Tianping 39 2008 Dynamical behaviors of delayed neural network systems with discontinuous activation functions. Zbl 1094.68625Lu, Wenlian; Chen, Tianping 38 2006 Dictionary learning algorithms for sparse representation. Zbl 1047.68101Kreutz-Delgado, Kenneth; Murray, Joseph F.; Rao, Bhaskar D.; Engan, Kjersti; Lee, Te-Won; Sejnowski, Terrence J. 37 2003 On the convergence of stochastic iterative dynamic programming algorithms. Zbl 0822.68095Jaakkola, Tommi; Jordan, Michael I.; Singh, Satinder P. 36 1994 Estimating a state-space model from point process observations. 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Zbl 1009.62049Hyvärinen, Aapo; Hoyer, Patrik O.; Inki, Mika 32 2001 Stochastic optimal control and estimation methods adapted to the noise characteristics of the sensorimotor system. Zbl 1108.93082Todorov, Emanuel 31 2005 Algorithms for nonnegative matrix factorization with the \(\beta\)-divergence. Zbl 1231.65072Févotte, Cédric; Idier, Jérôme 31 2011 Unitary events in multiple single-neuron spiking activity: I. Detection and significance. Zbl 0985.62093Grün, Sonja; Diesmann, Markus; Aertsen, Ad 31 2002 Training \(\nu\)-support vector classifiers: Theory and algorithms. Zbl 0993.68080Chang, Chih-Chung; Lin, Chih-Jen 31 2001 Algebraic analysis for nonidentifiable learning machines. Zbl 0985.68051Watanabe, Sumio 31 2001 Robust blind source separation by beta divergence. Zbl 1019.94506Mihoko, Minami; Eguchi, Shinto 31 2002 Spike-timing-dependent Hebbian plasticity as temporal difference learning. Zbl 0982.92006Rao, Rajesh P. N.; Sejnowski, Terrence J. 31 2001 Spectral algorithms for supervised learning. Zbl 1147.68643Lo Gerfo, L.; Rosasco, L.; Odone, F.; de Vito, E.; Verri, A. 31 2008 Leave-one-out bounds for kernel methods. Zbl 1085.68144Zhang, Tong 30 2003 Active inference: a process theory. Zbl 1414.92092Friston, Karl; FitzGerald, Thomas; Rigoli, Francesco; Schwartenbeck, Philipp; Pezzulo, Giovanni 30 2017 Systematic fluctuation expansion for neural network activity equations. Zbl 1183.92013Buice, Michael A.; Cowan, Jack D.; Chow, Carson C. 29 2010 Spike-timing-dependent plasticity: the relationship to rate-based learning for models with weight dynamics determined by a stable fixed point. Zbl 1054.92007Burkitt, Anthony N.; Meffin, Hamish; Grayden, David B. 29 2004 Statistical inference, Occam’s razor, and statistical mechanics on the space of probability distributions. Zbl 0870.62006Balasubramanian, Vijay 29 1997 A sequential learning scheme for function approximation using minimal radial basis function neural networks. Zbl 1067.68586Lu, Yingwei; Sundararajan, N.; Saratchandran, P. 29 1997 Population coding and decoding in a neural field: A computational study. Zbl 0994.92011Wu, Si; Amari, Shun-ichi; Nakahara, Hiroyuki 29 2002 Dynamical behaviors of a large class of general delayed neural networks. Zbl 1080.68615Chen, Tianping; Lu, Wenlian; Chen, Guangrong 28 2005 Dynamic analyses of information encoding in neural ensembles. Zbl 1047.92008Barbieri, Riccardo; Frank, Loren M.; Nguyen, David P.; Quirk, Michael C.; Solo, Victor; Wilson, Matthew A.; Brown, Emery N. 28 2004 Bayesian computation in recurrent neural circuits. Zbl 1090.68090Rao, Rajesh P. N. 28 2004 Asynchronous states and the emergence of synchrony in large networks of interacting excitatory and inhibitory neurons. Zbl 1031.68098Hansel, D.; Mato, G. 28 2003 Higher-order statistics of input ensembles and the response of simple model neurons. Zbl 1026.92011Kuhn, Alexandre; Aertsen, Ad; Rotter, Stefan 28 2003 Representational power of restricted Boltzmann machines and deep belief networks. Zbl 1140.68057Le Roux, Nicolas; Bengio, Yoshua 28 2008 Patterns of synchrony in neural networks with spike adaptation. Zbl 1004.92011van Vreeswijk, C.; Hansel, D. 27 2001 Integrate-and-fire neurons driven by correlated stochastic input. Zbl 1011.92016Salinas, Emilio; Sejnowski, Terrence J. 27 2002 Spiking neural P systems with weights. Zbl 1208.68120Wang, Jun; Hoogeboom, Hendrik Jan; Pan, Linqiang; Păun, Gheorghe; Pérez-Jiménez, Mario J. 27 2010 Rate models for conductance-based cortical neuronal networks. Zbl 1054.92019Shriki, Oren; Hansel, David; Sompolinsky, Haim 26 2003 Information processing in dendritic trees. Zbl 0810.92007Mel, Bartlett W. 26 1994 General-purpose computation with neural networks: a survey of complexity theoretic results. Zbl 1097.68589Šíma, Jiří; Orponen, Pekka 26 2003 Resampling method for unsupervised estimation of cluster validity. Zbl 0993.68113Levine, Erel; Domany, Eytan 26 2001 Optimal spike-timing-dependent plasticity for precise action potential firing in supervised learning. Zbl 1092.92008Pfister, Jean-Pascal; Toyoizumi, Taro; Barber, David; Gerstner, Wulfram 26 2006 An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing. Zbl 1047.92014Senn, Walter; Markram, Henry; Tsodyks, Misha 25 2001 Learning bounds for kernel regression using effective data dimensionality. Zbl 1080.68044Zhang, Tong 25 2005 What geometric visual hallucinations tell us about the visual cortex. 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Zbl 1046.92003Hahnloser, Richard H. R.; Seung, H. Sebastian; Slotine, Jean-Jacques 24 2003 Orthogonality of decision boundaries in complex-valued neural networks. Zbl 1084.68105Nitta, Tohru 24 2004 Intrinsic stabilization of output rates by spike-based Hebbian learning. Zbl 0996.92001Kempter, Richard; Gerstner, Wulfram; van Hemmen, J. Leo 24 2001 Spiking neural P systems with astrocytes. Zbl 1238.68056Pan, Linqiang; Wang, Jun; Hoogeboom, Hendrik Jan 24 2012 Online model selection based on the variational Bayes. Zbl 1013.62087Sato, Masa-aki 24 2001 Unitary events in multiple single-neuron spiking activity: II. Nonstationary data. Zbl 1005.92006Grün, Sonja; Diesmann, Markus; Aertsen, Ad 23 2002 Synchronous firing and higher-order interactions in neuron pool. Zbl 1028.92007Amari, Shun-ichi; Nakahara, Hiroyuki; Wu, Si; Sakai, Yutaka 23 2003 Bayesian model assessment and comparison using cross-validation predictive densities. 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Zbl 1414.91319Elliott, Terry 3 2017 ...and 1187 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 12,281 Authors 55 Cao, Jinde 44 Sugiyama, Masashi 37 Amari, Shun-ichi 34 Zhou, Dingxuan 29 Suykens, Johan A. 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