Neural Computation Short Title: Neural Comput. Publisher: MIT Press, Cambridge, MA ISSN: 0899-7667; 1530-888X/e Online: https://direct.mit.edu/neco/issue/browse-by-year Comments: Journal; Published electronic only as of Vol. 27, No. 1 (2015). Documents Indexed: 2,238 Publications (since 1994) References Indexed: 2,108 Publications with 78,131 References. all top 5 Latest Issues 35, No. 6 (2023) 35, No. 5 (2023) 35, No. 4 (2023) 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) ...and 175 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 Friston, Karl J. 12 Hino, Hideitsu 12 Hoshino, Osamu 12 Hyvärinen, Aapo 11 Brown, Emery N. 11 Eden, Uri T. 11 Eguchi, Shinto 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 Schmidhuber, Jürgen 9 von der Malsburg, Christoph 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 Pillow, Jonathan W. 8 Porr, Bernd 8 Samengo, Inés 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 Parr, Thomas 7 Seung, H. Sebastian 7 Shea-Brown, Eric 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 Mihalaş, Ştefan 6 Miller, David John 6 Müller, Klaus-Robert 6 Nie, Feiping 6 Niu, Gang 6 Pan, Linqiang 6 Panzeri, Stefano 6 Rotter, Stefan 6 Schrauwen, Benjamin 6 Sharpee, Tatyana O. 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. 6 Williams, Christopher K. I. ...and 3,701 more Authors all top 5 Fields 1,225 Biology and other natural sciences (92-XX) 975 Computer science (68-XX) 404 Statistics (62-XX) 210 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 117 Probability theory and stochastic processes (60-XX) 116 Numerical analysis (65-XX) 103 Information and communication theory, circuits (94-XX) 58 Systems theory; control (93-XX) 54 Operations research, mathematical programming (90-XX) 51 Dynamical systems and ergodic theory (37-XX) 23 Combinatorics (05-XX) 22 Ordinary differential equations (34-XX) 19 Linear and multilinear algebra; matrix theory (15-XX) 18 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 Approximations and expansions (41-XX) 5 Harmonic analysis on Euclidean spaces (42-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 Real functions (26-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 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 1,561 Publications have been cited 13,175 times in 7,888 Documents Cited by ▼ Year ▼ Laplacian eigenmaps for dimensionality reduction and data representation. Zbl 1085.68119 Belkin, Mikhail; Niyogi, Partha 586 2003 A fast learning algorithm for deep belief nets. Zbl 1106.68094 Hinton, Geoffrey E.; Osindero, Simon; Teh, Yee-Whye 217 2006 Real-time computing without stable states: A new framework for neural computation based on perturbations. Zbl 1057.68618 Maass, Wolfgang; Natschläger, Thomas; Markram, Henry 189 2002 Training products of experts by minimizing contrastive divergence. Zbl 1010.68111 Hinton, Geoffrey E. 173 2002 Projected gradient methods for nonnegative matrix factorization. Zbl 1173.90583 Lin, Chih-Jen 136 2007 Estimating the support of a high-dimensional distribution. Zbl 1009.62029 Schölkopf, Bernhard; Platt, John C.; Shawe-Taylor, John; Smola, Alex J.; Williamson, Robert C. 135 2001 The concave-convex procedure. Zbl 1022.68112 Yuille, A. L.; Rangarajan, Anand 126 2003 On the phase reduction and response dynamics of neural oscillator population. Zbl 1054.92006 Brown, Eric; Moehlis, Jeff; Holmes, Philip 123 2004 Estimation of entropy and mutual information. Zbl 1052.62003 Paninski, Liam 99 2003 Canonical correlation analysis: An overview with application to learning methods. Zbl 1062.68134 Hardoon, David R.; Szedmak, Sandor; Shawe-Taylor, John 92 2004 The time-rescaling theorem and its application to neural spike train data analysis. Zbl 0989.62060 Brown, Emery N.; Barbieri, Riccardo; Ventura, Valérie; Kass, Robert E.; Frank, Loren M. 83 2002 Improvements to Platt’s SMO algorithm for SVM classifier design. Zbl 1085.68629 Keerthi, S. S.; Shevade, S. K.; Bhattacharyya, C.; Murthy, K. R. K. 69 2001 The diffusion decision model: Theory and data for two-choice decision tasks. Zbl 1147.68720 Ratcliff, Roger; McKoon, Gail 65 2008 On learning vector-valued functions. Zbl 1092.93045 Micchelli, Charles A.; Pontil, Massimiliano 64 2005 Asymptotic behaviors of support vector machines with Gaussian kernel. Zbl 1086.68569 Keerthi, S. Sathiya; Lin, Chih-Jen 62 2003 Polychronization: computation with spikes. Zbl 1090.92006 Izhikevich, Eugen M. 61 2006 Synchronization in networks of excitatory and inhibitory neurons with sparse, random connectivity. Zbl 1085.68615 Börgers, Christoph; Kopell, Nancy 59 2003 Dynamics of the firing probability of noisy integrate-and-fire neurons. Zbl 1009.92007 Fourcaud, Nicolas; Brunel, Nicolas 58 2002 Stationary bumps in networks of spiking neurons. Zbl 0978.92004 Laing, Carlo R.; Chow, Carson C. 58 2001 Slow feature analysis: Unsupervised learning of invariances. Zbl 0994.68591 Wiskott, Laurenz; Sejnowski, Terrence J. 58 2002 Training a support vector machine in the primal. Zbl 1123.68101 Chapelle, Olivier 54 2007 Bayesian framework for least-squares support vector machine classifiers, Gaussian processes, and kernel Fisher discriminant analysis. Zbl 1003.68146 Van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; De Moor, B.; Vandewalle, J. 53 2002 SVM soft margin classifiers: linear programming versus quadratic programming. Zbl 1108.90324 Wu, Qiang; Zhou, Ding-Xuan 52 2005 A universal model for spike-frequency adaptation. Zbl 1052.92010 Benda, Jan; Herz, Andreas V. M. 51 2003 Real-time computation at the edge of chaos in recurrent neural networks. Zbl 1102.68530 Bertschinger, Nils; Natschläger, Thomas 51 2004 Memorization and association on a realistic neural model. Zbl 1089.68612 Valiant, Leslie G. 49 2005 A spike-train probability model. Zbl 0985.92017 Kass, Robert E.; Ventura, Valérie 47 2001 Sparse on-line Gaussian processes. Zbl 0987.62060 Csató, Lehel; Opper, Manfred 47 2002 Predictability, complexity, and learning. Zbl 0993.68045 Bialek, William; Nemenman, Ilya; Tishby, Naftali 47 2001 Maximum likelihood estimation of a stochastic integrate-and-fire neural encoding model. Zbl 1180.62179 Paninski, Liam; Pillow, Jonathan W.; Simoncelli, Eero P. 47 2004 An efficient learning procedure for deep Boltzmann machines. Zbl 1247.68223 Salakhutdinov, Ruslan; Hinton, Geoffrey 46 2012 Almost periodic dynamics of a class of delayed neural networks with discontinuous activations. Zbl 1146.68422 Lu, Wenlian; Chen, Tianping 46 2008 Nonnegative matrix factorization with the Itakura-Saito divergence: With application to music analysis. Zbl 1156.94306 Févotte, Cédric; Bertin, Nancy; Durrieu, Jean-Louis 45 2009 The effects of spike frequency adaptation and negative feeback on the synchronization of neural oscillators. Zbl 0963.68647 Ermentrout, Bard; Pascal, Matthew; Gutkin, Boris 44 2001 Information geometry of \(U\)-Boost and Bregman divergence. Zbl 1102.68489 Murata, Noboru; Takenouchi, Takashi; Kanamori, Takafumi; Eguchi, Shinto 43 2004 Dictionary learning algorithms for sparse representation. Zbl 1047.68101 Kreutz-Delgado, Kenneth; Murray, Joseph F.; Rao, Bhaskar D.; Engan, Kjersti; Lee, Te-Won; Sejnowski, Terrence J. 43 2003 Blind source separation by sparse decomposition in a signal dictionary. Zbl 0985.94004 Zibulevsky, Michael; Pearlmutter, Barak A. 42 2001 Firing rate of the noisy quadratic integrate-and-fire neuron. Zbl 1085.68617 Brunel, Nicolas; Latham, Peter E. 42 2003 On the convergence of stochastic iterative dynamic programming algorithms. Zbl 0822.68095 Jaakkola, Tommi; Jordan, Michael I.; Singh, Satinder P. 41 1994 New conditions on global stability of Cohen-Grossberg neural networks. Zbl 1086.68573 Lu, Wenlian; Chen, Tianping 41 2003 Spiking neural P systems with weights. Zbl 1208.68120 Wang, Jun; Hoogeboom, Hendrik Jan; Pan, Linqiang; Păun, Gheorghe; Pérez-Jiménez, Mario J. 41 2010 Dynamical behaviors of delayed neural network systems with discontinuous activation functions. Zbl 1094.68625 Lu, Wenlian; Chen, Tianping 40 2006 Relating STDP to BCM. Zbl 1109.92307 Izhikevich, Eugene M.; Desai, Niraj S. 40 2003 Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity. Zbl 1076.92011 Okatan, Murat; Wilson, Matthew A.; Brown, Emery N. 39 2005 Estimating a state-space model from point process observations. Zbl 1085.68651 Smith, Anne C.; Brown, Emery N. 39 2003 Divergence function, duality, and convex analysis. Zbl 1082.62005 Zhang, Jun 39 2004 Algorithms for nonnegative matrix factorization with the \(\beta\)-divergence. Zbl 1231.65072 Févotte, Cédric; Idier, Jérôme 39 2011 Active inference: a process theory. Zbl 1414.92092 Friston, Karl; FitzGerald, Thomas; Rigoli, Francesco; Schwartenbeck, Philipp; Pezzulo, Giovanni 37 2017 Stability-based validation of clustering solutions. Zbl 1089.68100 Lange, Tilman; Roth, Volker; Braun, Mikio L.; Buhmann, Joachim M. 37 2004 Spectral algorithms for supervised learning. Zbl 1147.68643 Lo Gerfo, L.; Rosasco, L.; Odone, F.; de Vito, E.; Verri, A. 36 2008 A novel spike distance. Zbl 0979.92011 van Rossum, M. C. W. 35 2001 Topographic independent component analysis. Zbl 1009.62049 Hyvärinen, Aapo; Hoyer, Patrik O.; Inki, Mika 35 2001 Spiking neural P systems with astrocytes. Zbl 1238.68056 Pan, Linqiang; Wang, Jun; Hoogeboom, Hendrik Jan 35 2012 Representational power of restricted Boltzmann machines and deep belief networks. Zbl 1140.68057 Le Roux, Nicolas; Bengio, Yoshua 35 2008 Robust blind source separation by beta divergence. Zbl 1019.94506 Mihoko, Minami; Eguchi, Shinto 34 2002 Algebraic analysis for nonidentifiable learning machines. Zbl 0985.68051 Watanabe, Sumio 34 2001 Correctness of belief propagation in Gaussian graphical models of arbitrary topology. Zbl 0992.68055 Weiss, Yair; Freeman, William T. 34 2001 Spike-timing-dependent Hebbian plasticity as temporal difference learning. Zbl 0982.92006 Rao, Rajesh P. N.; Sejnowski, Terrence J. 33 2001 Learning bounds for kernel regression using effective data dimensionality. Zbl 1080.68044 Zhang, Tong 33 2005 Dynamic analysis of neural encoding by point process adaptive filtering. Zbl 1054.92008 Eden, Uri T.; Frank, Loren M.; Barbieri, Riccardo; Solo, Victor; Brown, Emery N. 33 2004 Unitary events in multiple single-neuron spiking activity: I. Detection and significance. Zbl 0985.62093 Grün, Sonja; Diesmann, Markus; Aertsen, Ad 31 2002 Training \(\nu\)-support vector classifiers: Theory and algorithms. Zbl 0993.68080 Chang, Chih-Chung; Lin, Chih-Jen 31 2001 Stochastic optimal control and estimation methods adapted to the noise characteristics of the sensorimotor system. Zbl 1108.93082 Todorov, Emanuel 31 2005 Leave-one-out bounds for kernel methods. Zbl 1085.68144 Zhang, Tong 31 2003 Systematic fluctuation expansion for neural network activity equations. Zbl 1183.92013 Buice, Michael A.; Cowan, Jack D.; Chow, Carson C. 31 2010 Dynamical behaviors of a large class of general delayed neural networks. Zbl 1080.68615 Chen, Tianping; Lu, Wenlian; Chen, Guangrong 30 2005 Orthogonality of decision boundaries in complex-valued neural networks. Zbl 1084.68105 Nitta, Tohru 30 2004 Statistical inference, Occam’s razor, and statistical mechanics on the space of probability distributions. Zbl 0870.62006 Balasubramanian, Vijay 30 1997 A sequential learning scheme for function approximation using minimal radial basis function neural networks. Zbl 1067.68586 Lu, Yingwei; Sundararajan, N.; Saratchandran, P. 30 1997 Population coding and decoding in a neural field: A computational study. Zbl 0994.92011 Wu, Si; Amari, Shun-ichi; Nakahara, Hiroyuki 29 2002 Rate coding versus temporal order coding: What the retinal ganglion cells tell the visual cortex. Zbl 0963.68645 Van Rullen, Rufin; Thorpe, Simon J. 29 2001 Patterns of synchrony in neural networks with spike adaptation. Zbl 1004.92011 van Vreeswijk, C.; Hansel, D. 29 2001 Resampling method for unsupervised estimation of cluster validity. Zbl 0993.68113 Levine, Erel; Domany, Eytan 29 2001 Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives. Zbl 0846.60088 Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert; Auer, Peter 29 1994 Spike-timing-dependent plasticity: the relationship to rate-based learning for models with weight dynamics determined by a stable fixed point. Zbl 1054.92007 Burkitt, Anthony N.; Meffin, Hamish; Grayden, David B. 29 2004 What geometric visual hallucinations tell us about the visual cortex. Zbl 1037.91083 Bressloff, Paul C.; Cowan, Jack D.; Golubitsky, Martin; Thomas, Peter J.; Wiener, Matthew C. 28 2002 Multiperiodicity and exponential attractivity evoked by periodic external inputs in delayed cellular neural networks. Zbl 1107.68086 Zeng, Zhigang; Wang, Jun 28 2006 Dynamic analyses of information encoding in neural ensembles. Zbl 1047.92008 Barbieri, 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 1090.68090 Rao, Rajesh P. N. 28 2004 Asynchronous states and the emergence of synchrony in large networks of interacting excitatory and inhibitory neurons. Zbl 1031.68098 Hansel, D.; Mato, G. 28 2003 Higher-order statistics of input ensembles and the response of simple model neurons. Zbl 1026.92011 Kuhn, Alexandre; Aertsen, Ad; Rotter, Stefan 28 2003 Integrate-and-fire neurons driven by correlated stochastic input. Zbl 1011.92016 Salinas, Emilio; Sejnowski, Terrence J. 27 2002 Exponential stability of almost periodic solutions for memristor-based neural networks with distributed leakage delays. Zbl 1482.34199 Xu, Changjin; Li, Peiluan; Pang, Yicheng 27 2016 Optimal spike-timing-dependent plasticity for precise action potential firing in supervised learning. Zbl 1092.92008 Pfister, Jean-Pascal; Toyoizumi, Taro; Barber, David; Gerstner, Wulfram 27 2006 General-purpose computation with neural networks: a survey of complexity theoretic results. Zbl 1097.68589 Šíma, Jiří; Orponen, Pekka 27 2003 The variational Gaussian approximation revisited. Zbl 1178.68450 Opper, Manfred; Archambeau, Cédric 27 2009 Prediction games and arcing algorithms. Zbl 1508.68280 Breiman, Leo 27 1999 Online model selection based on the variational Bayes. Zbl 1013.62087 Sato, Masa-aki 26 2001 Information processing in dendritic trees. Zbl 0810.92007 Mel, Bartlett W. 26 1994 Rate models for conductance-based cortical neuronal networks. Zbl 1054.92019 Shriki, Oren; Hansel, David; Sompolinsky, Haim 26 2003 An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing. Zbl 1047.92014 Senn, Walter; Markram, Henry; Tsodyks, Misha 26 2001 Flat minima. Zbl 0872.68150 Hochreiter, Sepp; Schmidhuber, Jürgen 26 1997 Bayesian model assessment and comparison using cross-validation predictive densities. Zbl 1002.62029 Vehtari, Aki; Lampinen, Jouko 25 2002 Unitary events in multiple single-neuron spiking activity: II. Nonstationary data. Zbl 1005.92006 Grün, Sonja; Diesmann, Markus; Aertsen, Ad 25 2002 Permitted and forbidden sets in symmetric threshold-linear networks. Zbl 1046.92003 Hahnloser, Richard H. R.; Seung, H. Sebastian; Slotine, Jean-Jacques 25 2003 Support vector ordinal regression. Zbl 1127.68080 Chu, Wei; Keerthi, S. Sathiya 25 2007 A method for selecting the bin size of a time histogram. Zbl 1115.92014 Shimazaki, Hideaki; Shinomoto, Shigeru 25 2007 A parallel mixture of SVMs for very large scale problems. Zbl 1003.68135 Collobert, Ronan; Bengio, Samy; Bengio, Yoshua 24 2002 Intrinsic stabilization of output rates by spike-based Hebbian learning. Zbl 0996.92001 Kempter, Richard; Gerstner, Wulfram; van Hemmen, J. Leo 24 2001 Synaptic shot noise and conductance fluctuations affect the membrane voltage with equal significance. Zbl 1076.92014 Richardson, Magnus J. E.; Gerstner, Wulfram 24 2005 Progressive interpretation synthesis: interpreting task solving by quantifying previously used and unused information. Zbl 07642580 He, Zhengqi; Toyoizumi, Taro 1 2023 Reward maximization through discrete active inference. Zbl 1520.91292 Da Costa, Lancelot; Sajid, Noor; Parr, Thomas; Friston, Karl; Smith, Ryan 1 2023 Body mechanics, optimality, and sensory feedback in the human control of complex objects. 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Zbl 1482.92028 Zhang, Shao-Qun; Zhou, Zhi-Hua 2 2021 Pathological spectra of the Fisher information metric and its variants in deep neural networks. Zbl 1522.68497 Karakida, Ryo; Akaho, Shotaro; Amari, Shun-Ichi 2 2021 New insights into learning with correntropy-based regression. Zbl 1520.68144 Feng, Yunlong 2 2021 Robust stability analysis of delayed stochastic neural networks via Wirtinger-based integral inequality. Zbl 1469.93088 Suresh, R.; Manivannan, A. 2 2021 Whence the expected free energy? Zbl 1469.91041 Millidge, Beren; Tschantz, Alexander; Buckley, Christopher L. 2 2021 Sophisticated inference. Zbl 1469.91023 Friston, Karl; Da Costa, Lancelot; Hafner, Danijar; Hesp, Casper; Parr, Thomas 2 2021 On the achievability of blind source separation for high-dimensional nonlinear source mixtures. Zbl 1469.94031 Isomura, Takuya; Toyoizumi, Taro 2 2021 Task-agnostic continual learning using online variational Bayes with fixed-point updates. Zbl 1522.68490 Zeno, Chen; Golan, Itay; Hoffer, Elad; Soudry, Daniel 1 2021 Simple convolutional-based models: are they learning the task or the data? Zbl 1482.92024 Sa-Couto, Luis; Wichert, Andreas 1 2021 Learning brain dynamics with coupled low-dimensional nonlinear oscillators and deep recurrent networks. Zbl 1483.92008 Abrevaya, Germán; Dumas, Guillaume; Aravkin, Aleksandr Y.; Zheng, Peng; Gagnon-Audet, Jean-Christophe; Kozloski, James; Polosecki, Pablo; Lajoie, Guillaume; Cox, David; Dawson, Silvina Ponce; Cecchi, Guillermo; Rish, Irina 1 2021 Power function error initialization can improve convergence of backpropagation learning in neural networks for classification. Zbl 1522.68466 Knoblauch, Andreas 1 2021 A biologically plausible neural network for multichannel canonical correlation analysis. Zbl 1483.92015 Lipshutz, David; Bahroun, Yanis; Golkar, Siavash; Sengupta, Anirvan M.; Chklovskii, Dmitri B. 1 2021 Least \(k\)th-order and Rényi generative adversarial networks. 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Zbl 1453.92014 Isomura, Takuya; Friston, Karl 1 2020 Bicomplex projection rule for complex-valued Hopfield neural networks. Zbl 1497.92011 Kobayashi, Masaki 1 2020 A survey on deep learning for multimodal data fusion. Zbl 1468.68182 Gao, Jing; Li, Peng; Chen, Zhikui; Zhang, Jianing 1 2020 The discriminative Kalman filter for Bayesian filtering with nonlinear and nongaussian observation models. Zbl 1468.62355 Burkhart, Michael C.; Brandman, David M.; Franco, Brian; Hochberg, Leigh R.; Harrison, Matthew T. 1 2020 First passage time memory lifetimes for multistate, filter-based synapses. Zbl 1475.92012 Elliott, Terry 1 2020 Independently interpretable Lasso for generalized linear models. Zbl 1473.68171 Takada, Masaaki; Suzuki, Taiji; Fujisawa, Hironori 1 2020 Minimal spiking neuron for solving multilabel classification tasks. Zbl 1450.92021 Fil, Jakub; Chu, Dominique 1 2020 Any target function exists in a neighborhood of any sufficiently wide random network: a geometrical perspective. 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Zbl 1494.68243 Long, Philip M.; Sedghi, Hanie 1 2019 ...and 1260 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 13,950 Authors 63 Cao, Jinde 46 Sugiyama, Masashi 42 Amari, Shun-ichi 38 Zhou, Dingxuan 33 Huang, Lihong 31 Suykens, Johan A. 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