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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: 1,961 Publications (since 1994)
References Indexed: 1,948 Publications with 69,533 References.
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Authors

33 Amari, Shun-ichi
26 Sugiyama, Masashi
25 Sejnowski, Terrence J.
21 Elliott, Terry
16 Aihara, Kazuyuki
15 Maass, Wolfgang
13 Murata, Noboru
12 Lin, Chih-Jen
12 Okada, Masato
11 Bengio, Yoshua
11 Brown, Emery N.
11 Eguchi, Shinto
11 Hoshino, Osamu
11 Hyvärinen, Aapo
11 Kanamori, Takafumi
11 Paninski, Liam
10 Chen, Tianping
10 Diesmann, Markus
10 Nakahara, Hiroyuki
10 Tiňo, Peter
10 Ventura, Valérie
10 Wu, Si
9 Cichocki, Andrzej
9 Douglas, Rodney J.
9 Eden, Uri T.
9 Friston, Karl J.
9 Gerstner, Wulfram
9 Hino, Hideitsu
9 Kass, Robert E.
9 Príncipe, José Carlos
9 von der Malsburg, Christoph
8 Aertsen, Ad
8 Dayan, Peter
8 Hammer, Barbara
8 Hansen, Lars Kai
8 Hinton, Geoffrey Everest
8 Lánský, Petr
8 Longtin, André
8 Masuda, Naoki
8 Niebur, Ernst
8 Pipa, Gordon
8 Porr, Bernd
8 Van Hulle, Marc M.
8 Wörgötter, Florentin
7 Chan, Laiwan
7 Goodhill, Geoffrey J.
7 Herz, Andreas V. M.
7 Kawanabe, Motoaki
7 Keerthi, S. Sathiya
7 Senn, Walter
7 Šíma, Jiří
7 Takenouchi, Takashi
7 Takeuchi, Ichiro
7 van Rossum, Mark C. W.
6 Aoyagi, Toshio
6 Becker, Suzanna
6 Bogacz, Rafal
6 Destexhe, Alain
6 Fiori, Simone
6 Fusi, Stefano
6 Hansel, David
6 Holmes, Philip J.
6 Isomura, Takuya
6 Jacobs, Robert A.
6 Kappen, Hilbert J.
6 Koch, Christof
6 Lainscsek, Claudia S. M.
6 Liu, Shihchii
6 Miller, David John
6 Müller, Klaus-Robert
6 Pan, Linqiang
6 Rotter, Stefan
6 Samengo, Inés
6 Schmidhuber, Jürgen
6 Schrauwen, Benjamin
6 Seung, H. Sebastian
6 Simoncelli, Eero P.
6 Suzuki, Taiji
6 Tiesinga, Paul H. E.
6 Toyoizumi, Taro
6 Wiskott, Laurenz
6 Xia, Youshen
5 Abarbanel, Henry D. I.
5 Banerjee, Arunava
5 Barbieri, Riccardo
5 Burkitt, Anthony N.
5 Burwick, Thomas T.
5 Chen, Zhe
5 Eliasmith, Chris
5 Fairhall, Adrienne L.
5 Feng, Yunlong
5 Frank, Loren M.
5 Fukai, Tomoki
5 Gielen, Stan C. A. M.
5 Girolami, Mark A.
5 Grün, Sonja
5 Huerta, Ramón
5 Jiang, Wenxin
5 Josić, Krešimir
5 Kanamaru, Takashi
...and 3,122 more Authors

Publications by Year

Citations contained in zbMATH Open

1,330 Publications have been cited 9,813 times in 5,978 Documents Cited by Year
Laplacian eigenmaps for dimensionality reduction and data representation. Zbl 1085.68119
Belkin, Mikhail; Niyogi, Partha
433
2003
A fast learning algorithm for deep belief nets. Zbl 1106.68094
Hinton, Geoffrey E.; Osindero, Simon; Teh, Yee-Whye
136
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
130
2002
Training products of experts by minimizing contrastive divergence. Zbl 1010.68111
Hinton, Geoffrey E.
117
2002
On the phase reduction and response dynamics of neural oscillator population. Zbl 1054.92006
Brown, Eric; Moehlis, Jeff; Holmes, Philip
105
2004
Projected gradient methods for nonnegative matrix factorization. Zbl 1173.90583
Lin, Chih-Jen
103
2007
The concave-convex procedure. Zbl 1022.68112
Yuille, A. L.; Rangarajan, Anand
94
2003
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.
93
2001
Estimation of entropy and mutual information. Zbl 1052.62003
Paninski, Liam
80
2003
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.
72
2002
Canonical correlation analysis: An overview with application to learning methods. Zbl 1062.68134
Hardoon, David R.; Szedmak, Sandor; Shawe-Taylor, John
70
2004
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.
62
2001
Dynamics of the firing probability of noisy integrate-and-fire neurons. Zbl 1009.92007
Fourcaud, Nicolas; Brunel, Nicolas
54
2002
Polychronization: computation with spikes. Zbl 1090.92006
Izhikevich, Eugen M.
54
2006
Synchronization in networks of excitatory and inhibitory neurons with sparse, random connectivity. Zbl 1085.68615
Börgers, Christoph; Kopell, Nancy
52
2003
Asymptotic behaviors of support vector machines with Gaussian kernel. Zbl 1086.68569
Keerthi, S. Sathiya; Lin, Chih-Jen
51
2003
Stationary bumps in networks of spiking neurons. Zbl 0978.92004
Laing, Carlo R.; Chow, Carson C.
50
2001
Memorization and association on a realistic neural model. Zbl 1089.68612
Valiant, Leslie G.
48
2005
SVM soft margin classifiers: linear programming versus quadratic programming. Zbl 1108.90324
Wu, Qiang; Zhou, Ding-Xuan
47
2005
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.
46
2002
The diffusion decision model: Theory and data for two-choice decision tasks. Zbl 1147.68720
Ratcliff, Roger; McKoon, Gail
46
2008
Slow feature analysis: Unsupervised learning of invariances. Zbl 0994.68591
Wiskott, Laurenz; Sejnowski, Terrence J.
45
2002
A universal model for spike-frequency adaptation. Zbl 1052.92010
Benda, Jan; Herz, Andreas V. M.
44
2003
A spike-train probability model. Zbl 0985.92017
Kass, Robert E.; Ventura, Valérie
43
2001
Predictability, complexity, and learning. Zbl 0993.68045
Bialek, William; Nemenman, Ilya; Tishby, Naftali
43
2001
Maximum likelihood estimation of a stochastic integrate-and-fire neural encoding model. Zbl 1180.62179
Paninski, Liam; Pillow, Jonathan W.; Simoncelli, Eero P.
43
2004
The effects of spike frequency adaptation and negative feeback on the synchronization of neural oscillators. Zbl 0963.68647
Ermentrout, Bard; Pascal, Matthew; Gutkin, Boris
42
2001
On learning vector-valued functions. Zbl 1092.93045
Micchelli, Charles A.; Pontil, Massimiliano
42
2005
Training a support vector machine in the primal. Zbl 1123.68101
Chapelle, Olivier
41
2007
New conditions on global stability of Cohen-Grossberg neural networks. Zbl 1086.68573
Lu, Wenlian; Chen, Tianping
39
2003
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.
37
2003
Relating STDP to BCM. Zbl 1109.92307
Izhikevich, Eugene M.; Desai, Niraj S.
37
2003
Dynamical behaviors of delayed neural network systems with discontinuous activation functions. Zbl 1094.68625
Lu, Wenlian; Chen, Tianping
37
2006
Firing rate of the noisy quadratic integrate-and-fire neuron. Zbl 1085.68617
Brunel, Nicolas; Latham, Peter E.
36
2003
Information geometry of \(U\)-Boost and Bregman divergence. Zbl 1102.68489
Murata, Noboru; Takenouchi, Takashi; Kanamori, Takafumi; Eguchi, Shinto
36
2004
Almost periodic dynamics of a class of delayed neural networks with discontinuous activations. Zbl 1146.68422
Lu, Wenlian; Chen, Tianping
36
2008
Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity. Zbl 1076.92011
Okatan, Murat; Wilson, Matthew A.; Brown, Emery N.
35
2005
Real-time computation at the edge of chaos in recurrent neural networks. Zbl 1102.68530
Bertschinger, Nils; Natschläger, Thomas
35
2004
Blind source separation by sparse decomposition in a signal dictionary. Zbl 0985.94004
Zibulevsky, Michael; Pearlmutter, Barak A.
31
2001
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
Estimating a state-space model from point process observations. Zbl 1085.68651
Smith, Anne C.; Brown, Emery N.
31
2003
A novel spike distance. Zbl 0979.92011
van Rossum, M. C. W.
30
2001
Topographic independent component analysis. Zbl 1009.62049
Hyvärinen, Aapo; Hoyer, Patrik O.; Inki, Mika
30
2001
Spike-timing-dependent Hebbian plasticity as temporal difference learning. Zbl 0982.92006
Rao, Rajesh P. N.; Sejnowski, Terrence J.
30
2001
Sparse on-line Gaussian processes. Zbl 0987.62060
Csató, Lehel; Opper, Manfred
30
2002
Nonnegative matrix factorization with the Itakura-Saito divergence: With application to music analysis. Zbl 1156.94306
Févotte, Cédric; Bertin, Nancy; Durrieu, Jean-Louis
30
2009
A sequential learning scheme for function approximation using minimal radial basis function neural networks. Zbl 1067.68586
Lu, Yingwei; Sundararajan, N.; Saratchandran, P.
29
1997
Algebraic analysis for nonidentifiable learning machines. Zbl 0985.68051
Watanabe, Sumio
29
2001
Robust blind source separation by beta divergence. Zbl 1019.94506
Mihoko, Minami; Eguchi, Shinto
29
2002
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.
29
2004
Correctness of belief propagation in Gaussian graphical models of arbitrary topology. Zbl 0992.68055
Weiss, Yair; Freeman, William T.
28
2001
Higher-order statistics of input ensembles and the response of simple model neurons. Zbl 1026.92011
Kuhn, Alexandre; Aertsen, Ad; Rotter, Stefan
28
2003
Leave-one-out bounds for kernel methods. Zbl 1085.68144
Zhang, Tong
28
2003
Dynamical behaviors of a large class of general delayed neural networks. Zbl 1080.68615
Chen, Tianping; Lu, Wenlian; Chen, Guangrong
28
2005
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.
28
2004
On the convergence of stochastic iterative dynamic programming algorithms. Zbl 0822.68095
Jaakkola, Tommi; Jordan, Michael I.; Singh, Satinder P.
28
1994
Systematic fluctuation expansion for neural network activity equations. Zbl 1183.92013
Buice, Michael A.; Cowan, Jack D.; Chow, Carson C.
27
2010
Statistical inference, Occam’s razor, and statistical mechanics on the space of probability distributions. Zbl 0870.62006
Balasubramanian, Vijay
26
1997
Integrate-and-fire neurons driven by correlated stochastic input. Zbl 1011.92016
Salinas, Emilio; Sejnowski, Terrence J.
26
2002
Asynchronous states and the emergence of synchrony in large networks of interacting excitatory and inhibitory neurons. Zbl 1031.68098
Hansel, D.; Mato, G.
26
2003
Population coding and decoding in a neural field: A computational study. Zbl 0994.92011
Wu, Si; Amari, Shun-ichi; Nakahara, Hiroyuki
26
2002
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.
26
2004
An efficient learning procedure for deep Boltzmann machines. Zbl 1247.68223
Salakhutdinov, Ruslan; Hinton, Geoffrey
26
2012
Spectral algorithms for supervised learning. Zbl 1147.68643
Lo Gerfo, L.; Rosasco, L.; Odone, F.; de Vito, E.; Verri, A.
26
2008
Resampling method for unsupervised estimation of cluster validity. Zbl 0993.68113
Levine, Erel; Domany, Eytan
25
2001
Stability-based validation of clustering solutions. Zbl 1089.68100
Lange, Tilman; Roth, Volker; Braun, Mikio L.; Buhmann, Joachim M.
25
2004
Information processing in dendritic trees. Zbl 0810.92007
Mel, Bartlett W.
25
1994
Divergence function, duality, and convex analysis. Zbl 1082.62005
Zhang, Jun
25
2004
Multiperiodicity and exponential attractivity evoked by periodic external inputs in delayed cellular neural networks. Zbl 1107.68086
Zeng, Zhigang; Wang, Jun
25
2006
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
25
2006
Patterns of synchrony in neural networks with spike adaptation. Zbl 1004.92011
van Vreeswijk, C.; Hansel, D.
24
2001
Intrinsic stabilization of output rates by spike-based Hebbian learning. Zbl 0996.92001
Kempter, Richard; Gerstner, Wulfram; van Hemmen, J. Leo
24
2001
Rate models for conductance-based cortical neuronal networks. Zbl 1054.92019
Shriki, Oren; Hansel, David; Sompolinsky, Haim
24
2003
An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing. Zbl 1047.92014
Senn, Walter; Markram, Henry; Tsodyks, Misha
24
2001
Rate coding versus temporal order coding: What the retinal ganglion cells tell the visual cortex. Zbl 0963.68645
Van Rullen, Rufin; Thorpe, Simon J.
24
2001
Bayesian computation in recurrent neural circuits. Zbl 1090.68090
Rao, Rajesh P. N.
24
2004
Stochastic optimal control and estimation methods adapted to the noise characteristics of the sensorimotor system. Zbl 1108.93082
Todorov, Emanuel
23
2005
General-purpose computation with neural networks: a survey of complexity theoretic results. Zbl 1097.68589
Šíma, Jiří; Orponen, Pekka
23
2003
Dynamical stability conditions for recurrent neural networks with unsaturating piecewise linear transfer functions. Zbl 1009.92003
Wersing, Heiko; Beyn, Wolf-Jürgen; Ritter, Helge
22
2001
Unitary events in multiple single-neuron spiking activity: II. Nonstationary data. Zbl 1005.92006
Grün, Sonja; Diesmann, Markus; Aertsen, Ad
22
2002
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.
22
2002
Synchronous firing and higher-order interactions in neuron pool. Zbl 1028.92007
Amari, Shun-ichi; Nakahara, Hiroyuki; Wu, Si; Sakai, Yutaka
22
2003
Synaptic shot noise and conductance fluctuations affect the membrane voltage with equal significance. Zbl 1076.92014
Richardson, Magnus J. E.; Gerstner, Wulfram
22
2005
Spiking neural P systems with weights. Zbl 1208.68120
Wang, Jun; Hoogeboom, Hendrik Jan; Pan, Linqiang; Păun, Gheorghe; Pérez-Jiménez, Mario J.
22
2010
CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation. Zbl 1051.68121
Yuille, A. L.
21
2002
Information-geometric measure for neural spikes. Zbl 1018.68068
Nakahara, Hiroyuki; Amari, Shun-ichi
21
2002
Interspike interval correlations, memory, adaptation, and refractoriness in a leaky integrate-and-fire model with threshold fatigue. Zbl 1020.92007
Chacron, Maurice J.; Pakdaman, Khashayar; Longtin, André
21
2003
Minimal models of adapted neuronal response to in vito-like input currents. Zbl 1055.92011
La Camera, Giancarlo; Rauch, Alexander; Lüscher, Hans-R.; Senn, Walter; Fusi, Stefano
21
2004
Algorithms for nonnegative matrix factorization with the \(\beta\)-divergence. Zbl 1231.65072
Févotte, Cédric; Idier, Jérôme
21
2011
Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives. Zbl 0846.60088
Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert; Auer, Peter
21
1994
Differences in spiking patterns among cortical neurons. Zbl 1052.92020
Shinomoto, Shigeru; Shima, Keisetsu; Tanji, Jun
21
2003
Orthogonality of decision boundaries in complex-valued neural networks. Zbl 1084.68105
Nitta, Tohru
21
2004
Bayesian spiking neurons. I: Inference. Zbl 1148.92004
Deneve, Sophie
21
2008
Representational accuracy of stochastic neural populations. Zbl 0988.92010
Wilke, Stefan D.; Eurich, Christian W.
20
2002
Effects of noisy drive on rhythms in networks of excitatory and inhibitory neurons. Zbl 1059.92008
Börgers, Christoph; Kopell, Nancy
20
2005
Computation in a single neuron: Hodgkin and Huxley revisited. Zbl 1085.68609
Agüera y Arcas, Blaise; Fairhall, Adrienne L.; Bialek, William
20
2003
Analytic expressions for rate and CV of a type I neuron driven by white Gaussian noise. Zbl 1085.68638
Lindner, Benjamin; Longtin, André; Bulsara, Adi
20
2003
Learning bounds for kernel regression using effective data dimensionality. Zbl 1080.68044
Zhang, Tong
20
2005
Persistent neural states: stationary localized activity patterns in nonlinear continuous n-population, q-dimensional neural networks. Zbl 1161.92007
Faugeras, Olivier; Veltz, Romain; Grimbert, François
20
2009
Fast and accurate Langevin simulations of stochastic Hodgkin-Huxley dynamics. Zbl 1453.92060
Pu, Shusen; Thomas, Peter J.
2
2020
Inference of a mesoscopic population model from population spike trains. Zbl 1450.92023
René, Alexandre; Longtin, André; Macke, Jakob H.
1
2020
Stochastic multichannel ranking with brain dynamics preferences. Zbl 1450.92046
Pan, Yuangang; Tsang, Ivor W.; Singh, Avinash K.; Lin, Chin-Teng; Sugiyama, Masashi
1
2020
A continuous-time analysis of distributed stochastic gradient. Zbl 07268863
Boffi, Nicholas M.; Slotine, Jean-Jacques E.
1
2020
From synaptic interactions to collective dynamics in random neuronal networks models: critical role of eigenvectors and transient behavior. Zbl 1445.92006
Gudowska-Nowak, E.; Nowak, M. A.; Chialvo, D. R.; Ochab, J. K.; Tarnowski, W.
1
2020
Model-free robust optimal feedback mechanisms of biological motor control. Zbl 1450.92020
Bian, Tao; Wolpert, Daniel M.; Jiang, Zhong-Ping
1
2020
Classification from triplet comparison data. Zbl 07268880
Cui, Zhenghang; Charoenphakdee, Nontawat; Sato, Issei; Sugiyama, Masashi
1
2020
Hyperbolic-valued Hopfield neural networks in synchronous mode. Zbl 07289989
Kobayashi, Masaki
1
2020
Reverse-engineering neural networks to characterize their cost functions. Zbl 1453.92014
Isomura, Takuya; Friston, Karl
1
2020
Bicomplex projection rule for complex-valued Hopfield neural networks. Zbl 07290006
Kobayashi, Masaki
1
2020
A novel predictive-coding-inspired variational RNN model for online prediction and recognition. Zbl 1452.68145
Ahmadi, Ahmadreza; Tani, Jun
2
2019
A review of recurrent neural networks: LSTM cells and network architectures. Zbl 07164882
Yu, Yong; Si, Xiaosheng; Hu, Changhua; Zhang, Jianxun
1
2019
Effect of depth and width on local minima in deep learning. Zbl 07164889
Kawaguchi, Kenji; Huang, Jiaoyang; Kaelbling, Leslie Pack
1
2019
When not to classify: anomaly detection of attacks (ADA) on DNN classifiers at test time. Zbl 07164894
Miller, David; Wang, Yujia; Kesidis, George
1
2019
One step back, two steps forward: interference and learning in recurrent neural networks. Zbl 1429.92009
Beer, Chen; Barak, Omri
1
2019
Active inference: a process theory. Zbl 1414.92092
Friston, Karl; FitzGerald, Thomas; Rigoli, Francesco; Schwartenbeck, Philipp; Pezzulo, Giovanni
15
2017
An approximation of the error backpropagation algorithm in a predictive coding network with local Hebbian synaptic plasticity. Zbl 1414.92058
Whittington, James C. R.; Bogacz, Rafal
6
2017
Active inference, curiosity and insight. Zbl 1414.91320
Friston, Karl J.; Lin, Marco; Frith, Christopher D.; Pezzulo, Giovanni; Hobson, J. Allan; Ondobaka, Sasha
6
2017
Evidence accumulation and change rate inference in dynamic environments. Zbl 1414.91325
Radillo, Adrian E.; Veliz-Cuba, Alan; Josić, Krešimir; Kilpatrick, Zachary P.
4
2017
Multistability of delayed recurrent neural networks with Mexican hat activation functions. Zbl 07063197
Liu, Peng; Zeng, Zhigang; Wang, Jun
3
2017
Analysis of online composite mirror descent algorithm. Zbl 07063211
Lei, Yunwen; Zhou, Ding-Xuan
3
2017
Mean first passage memory lifetimes by reducing complex synapses to simple synapses. Zbl 1414.92090
Elliott, Terry
3
2017
The deterministic information bottleneck. Zbl 07063237
Strouse, DJ; Schwab, David J.
3
2017
Deep convolutional neural networks for image classification: a comprehensive review. Zbl 07066740
Rawat, Waseem; Wang, Zenghui
3
2017
Comparison of different generalizations of clustering coefficient and local efficiency for weighted undirected graphs. Zbl 1414.05136
Wang, Yu; Ghumare, Eshwar; Vandenberghe, Rik; Dupont, Patrick
2
2017
Deep learning with dynamic spiking neurons and fixed feedback weights. Zbl 07063203
Samadi, Arash; Lillicrap, Timothy P.; Tweed, Douglas B.
2
2017
Interpretation of the precision matrix and its application in estimating sparse brain connectivity during sleep spindles from human electrocorticography recordings. Zbl 1414.92163
Das, Anup; Sampson, Aaron L.; Lainscsek, Claudia; Muller, Lyle; Lin, Wutu; Doyle, John C.; Cash, Sydney S.; Halgren, Eric; Sejnowski, Terrence J.
2
2017
Avoiding optimal mean \(\ell_{2,1}\)-norm maximization-based robust PCA for reconstruction. Zbl 1418.62245
Luo, Minnan; Nie, Feiping; Chang, Xiaojun; Yang, Yi; Hauptmann, Alexander G.; Zheng, Qinghua
2
2017
Lag synchronization criteria for memristor-based coupled neural networks via parameter mismatches analysis approach. Zbl 1457.93041
Li, Ning; Cao, Jinde; Alsaedi, Ahmed; Alsaadi, Fuad
2
2017
Support vector algorithms for optimizing the partial area under the ROC curve. Zbl 1456.68160
Narasimhan, Harikrishna; Agarwal, Shivani
2
2017
Differential covariance: a new class of methods to estimate sparse connectivity from neural recordings. Zbl 1414.92178
Lin, Tiger W.; Das, Anup; Krishnan, Giri P.; Bazhenov, Maxim; Sejnowski, Terrence J.
2
2017
Blind nonnegative source separation using biological neural networks. Zbl 1414.92040
Pehlevan, Cengiz; Mohan, Sreyas; Chklovskii, Dmitri B.
2
2017
Sparse covariance matrix estimation by DCA-based algorithms. Zbl 1418.62276
Phan, Duy Nhat; Le Thi, Hoai An; Dinh, Tao Pham
2
2017
Delay differential analysis of seizures in multichannel electrocorticography data. Zbl 1414.92177
Lainscsek, Claudia; Weyhenmeyer, Jonathan; Cash, Sydney S.; Sejnowski, Terrence J.
2
2017
Nonnegative matrix factorization with rank regularization and hard constraint. Zbl 1419.65007
Shang, Ronghua; Liu, Chiyang; Meng, Yang; Jiao, Licheng; Stolkin, Rustam
2
2017
Fast, accurate localization of epileptic seizure onset zones based on detection of high-frequency oscillations using improved wavelet transform and matching pursuit methods. Zbl 1414.92195
Wu, Min; Wan, Ting; Wan, Xiongbo; Du, Yuxiao; She, Jinhua
1
2017
LSV-based tail inequalities for sums of random matrices. Zbl 07063190
Zhang, Chao; Du, Lei; Tao, Dacheng
1
2017
Time series decomposition into oscillation components and phase estimation. Zbl 1418.62339
Matsuda, Takeru; Komaki, Fumiyasu
1
2017
Local and global gestalt laws: a neurally based spectral approach. Zbl 1414.91315
Favali, Marta; Citti, Giovanna; Sarti, Alessandro
1
2017
Block-regularized \(m\times 2\) cross-validated estimator of the generalization error. Zbl 07063201
Wang, Ruibo; Wang, Yu; Li, Jihong; Yang, Xingli; Yang, Jing
1
2017
STDP-compatible approximation of backpropagation in an energy-based model. Zbl 1414.92007
Bengio, Yoshua; Mesnard, Thomas; Fischer, Asja; Zhang, Saizheng; Wu, Yuhuai
1
2017
On decoding grid cell population codes using approximate belief propagation. Zbl 1414.92059
Yoo, Yongseok; Kim, Woori
1
2017
Multisensory Bayesian inference depends on synapse maturation during training: theoretical analysis and neural modeling implementation. Zbl 1414.92053
Ursino, Mauro; Cuppini, Cristiano; Magosso, Elisa
1
2017
Spike-centered jitter can mistake temporal structure. Zbl 1414.92115
Platkiewicz, Jonathan; Stark, Eran; Amarasingham, Asohan
1
2017
DC algorithm for extended robust support vector machine. Zbl 07063232
Fujiwara, Shuhei; Takeda, Akiko; Kanamori, Takafumi
1
2017
Generalization analysis of Fredholm kernel regularized classifiers. Zbl 1456.68148
Gong, Tieliang; Xu, Zongben; Chen, Hong
1
2017
Deep restricted kernel machines using conjugate feature duality. Zbl 1456.68178
Suykens, Johan A. K.
1
2017
LQG online learning. Zbl 1456.68147
Gnecco, Giorgio; Bemporad, Alberto; Gori, Marco; Sanguineti, Marcello
1
2017
Memory states and transitions between them in attractor neural networks. Zbl 1414.92044
Recanatesi, Stefano; Katkov, Mikhail; Tsodyks, Misha
1
2017
Toward an open-ended BCI: a user-centered coadaptive design. Zbl 1414.92164
Dhindsa, Kiret; Carcone, Dean; Becker, Suzanna
1
2017
Nonconvex policy search using variational inequalities. Zbl 1456.68173
Zhan, Yusen; Ammar, Haitham Bou; Taylor, Matthew E.
1
2017
First passage time memory lifetimes for simple, multistate synapses. Zbl 1414.91319
Elliott, Terry
1
2017
Dopamine, inference, and uncertainty. Zbl 1414.92095
Gershman, Samuel J.
1
2017
Learning rates for classification with Gaussian kernels. Zbl 1456.68155
Lin, Shao-Bo; Zeng, Jinshan; Chang, Xiangyu
1
2017
Online pairwise learning algorithms. Zbl 07062540
Ying, Yiming; Zhou, Ding-Xuan
15
2016
Exponential stability of almost periodic solutions for memristor-based neural networks with distributed leakage delays. Zbl 07062803
Xu, Changjin; Li, Peiluan; Pang, Yicheng
13
2016
Kernelized elastic net regularization: generalization bounds, and sparse recovery. Zbl 07062531
Feng, Yunlong; Lv, Shao-Gao; Hang, Hanyuan; Suykens, Johan A. K.
11
2016
Sampled-data state feedback stabilization of Boolean control networks. Zbl 1414.93153
Liu, Yang; Cao, Jinde; Sun, Liangjie; Lu, Jianquan
6
2016
Complex neural network models for time-varying Drazin inverse. Zbl 07062805
Wang, Xue-Zhong; Wei, Yimin; Stanimirović, Predrag S.
6
2016
Recurrent neural network for computing outer inverse. Zbl 07062549
Živković, Ivan S.; Stanimirović, Predrag S.; Wei, Yimin
5
2016
Efficient associative computation with discrete synapses. Zbl 07062518
Knoblauch, Andreas
4
2016
The enhanced rise and delayed fall of memory in a model of synaptic integration: extension to discrete state synapses. Zbl 1414.91318
Elliott, Terry
4
2016
Variations on the theme of synaptic filtering: a comparison of integrate-and-express models of synaptic plasticity for memory lifetimes. Zbl 1414.92089
Elliott, Terry
4
2016
Global exponential stability of Cohen-Grossberg neural networks with piecewise constant argument of generalized type and impulses. Zbl 07062521
Xi, Qiang
2
2016
Filtering with state-observation examples via kernel Monte Carlo filter. Zbl 1418.62361
Kanagawa, Motonobu; Nishiyama, Yu; Gretton, Arthur; Fukumizu, Kenji
2
2016
State-space analysis of Granger-Geweke causality measures with application to fMRI. Zbl 1414.92188
Solo, Victor
2
2016
Robust support vector machines for classification with nonconvex and smooth losses. Zbl 07062558
Feng, Yunlong; Yang, Yuning; Huang, Xiaolin; Mehrkanoon, Siamak; Suykens, Johan A. K.
2
2016
Learning visual spatial pooling by strong PCA dimension reduction. Zbl 1414.92099
Hosoya, Haruo; Hyvärinen, Aapo
2
2016
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function. Zbl 07062758
Guliyev, Namig J.; Ismailov, Vugar E.
2
2016
Regularized multitask learning for multidimensional log-density gradient estimation. Zbl 07062761
Yamane, Ikko; Sasaki, Hiroaki; Sugiyama, Masashi
2
2016
Clique-based neural associative memories with local coding and precoding. Zbl 07062767
Mofrad, Asieh Abolpour; Parker, Matthew G.; Ferdosi, Zahra; Tadayon, Mohammad H.
2
2016
Presynaptic spontaneous activity enhances the accuracy of latency coding. Zbl 1414.92105
Levakova, Marie; Tamborrino, Massimiliano; Kostal, Lubomir; Lansky, Petr
2
2016
Learning theory estimates with observations from general stationary stochastic processes. Zbl 07062807
Hang, Hanyuan; Feng, Yunlong; Steinwart, Ingo; Suykens, Johan A. K.
2
2016
Neural network spectral robustness under perturbations of the underlying graph. Zbl 1414.92043
Rădulescu, Anca
1
2016
A note on support vector machines with polynomial kernels. Zbl 07062516
Tong, Hongzhi
1
2016
Mutual information, Fisher information, and efficient coding. Zbl 1414.92056
Wei, Xue-Xin; Stocker, Alan A.
1
2016
A block successive lower-bound maximization algorithm for the maximum pseudo-likelihood estimation of fully visible Boltzmann machines. Zbl 07062529
Nguyen, Hien D.; Wood, Ian A.
1
2016
An online policy gradient algorithm for Markov decision processes with continuous states and actions. Zbl 07062532
Ma, Yao; Zhao, Tingting; Hatano, Kohei; Sugiyama, Masashi
1
2016
Theoretical and experimental analyses of tensor-based regression and classification. Zbl 1418.62259
Wimalawarne, Kishan; Tomioka, Ryota; Sugiyama, Masashi
1
2016
Feature selection for ridge regression with provable guarantees. Zbl 1418.62275
Paul, Saurabh; Drineas, Petros
1
2016
A mathematical motivation for complex-valued convolutional networks. Zbl 07062543
Tygert, Mark; Bruna, Joan; Chintala, Soumith; LeCun, Yann; Piantino, Serkan; Szlam, Arthur
1
2016
Feature-linking model for image enhancement. Zbl 1414.92063
Zhan, Kun; Teng, Jicai; Shi, Jinhui; Li, Qiaoqiao; Wang, Mingying
1
2016
Direct density derivative estimation. Zbl 1418.62145
Sasaki, Hiroaki; Noh, Yung-Kyun; Niu, Gang; Sugiyama, Masashi
1
2016
Efficient nonnegative matrix factorization by DC programming and DCA. Zbl 07062557
Le Thi, Hoai An; Vo, Xuan Thanh; Dinh, Tao Pham
1
2016
Nonlinear memory capacity of parallel time-delay reservoir computers in the processing of multidimensional signals. Zbl 07062762
Grigoryeva, Lyudmila; Henriques, Julie; Larger, Laurent; Ortega, Juan-Pablo
1
2016
Hermite functional link neural network for solving the Van der Pol-Duffing oscillator equation. Zbl 07062768
Mall, Susmita; Chakraverty, S.
1
2016
Optimal curiosity-driven modular incremental slow feature analysis. Zbl 07062769
Kompella, Varun Raj; Luciw, Matthew; Stollenga, Marijn Frederik; Schmidhuber, Juergen
1
2016
Learning minimal latent directed information polytrees. Zbl 07062772
Etesami, Jalal; Kiyavash, Negar; Coleman, Todd
1
2016
Dynamic multiscale modes of resting state brain activity detected by entropy field decomposition. Zbl 1414.92165
Frank, Lawrence R.; Galinsky, Vitaly L.
1
2016
Active inference and learning in the cerebellum. Zbl 1414.92017
Friston, Karl; Herreros, Ivan
1
2016
Linking neuromodulated spike-timing dependent plasticity with the free-energy principle. Zbl 1414.91323
Isomura, Takuya; Sakai, Koji; Kotani, Kiyoshi; Jimbo, Yasuhiko
1
2016
A note on divergences. Zbl 07062781
Liang, Xiao
1
2016
Learning polychronous neuronal groups using joint weight-delay spike-timing-dependent plasticity. Zbl 1414.92120
Sun, Haoqi; Sourina, Olga; Huang, Guang-Bin
1
2016
The functional segregation and integration model: mixture model representations of consistent and variable group-level connectivity in fMRI. Zbl 1414.92161
Churchill, Nathan W.; Madsen, Kristoffer; Mørup, Morten
1
2016
Neural quadratic discriminant analysis: nonlinear decoding with V1-like computation. Zbl 1414.92114
Pagan, Marino; Simoncelli, Eero P.; Rust, Nicole C.
1
2016
The lamellar structure of the brain fiber pathways. Zbl 1414.92166
Galinsky, Vitaly L.; Frank, Lawrence R.
1
2016
A universal approximation theorem for mixture-of-experts models. Zbl 07062798
Nguyen, Hien D.; Lloyd-Jones, Luke R.; McLachlan, Geoffrey J.
1
2016
Derivation of human chromatic discrimination ability from an information-theoretical notion of distance in color space. Zbl 1414.92085
da Fonseca, María; Samengo, Inés
1
2016
Efficient neural codes that minimize \(L_p\) reconstruction error. Zbl 1414.92125
Wang, Zhuo; Stocker, Alan A.; Lee, Daniel D.
1
2016
Nonparametric \(e\)-mixture estimation. Zbl 1418.62258
Takano, Ken; Hino, Hideitsu; Akaho, Shotaro; Murata, Noboru
1
2016
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Cited by 10,333 Authors

53 Cao, Jinde
42 Sugiyama, Masashi
33 Amari, Shun-ichi
32 Zhou, Dingxuan
27 Huang, Lihong
26 Aihara, Kazuyuki
25 Suykens, Johan A. K.
23 Bressloff, Paul C.
23 Kanamori, Takafumi
23 Lánský, Petr
22 Elliott, Terry
21 Laing, Carlo R.
21 Sejnowski, Terrence J.
20 Eguchi, Shinto
20 Friston, Karl J.
20 Kilpatrick, Zachary P.
20 Longtin, André
19 Maass, Wolfgang
19 Moehlis, Jeff
19 Paninski, Liam
18 Le Thi, Hoai An
18 Murata, Noboru
18 Okada, Masato
18 Pan, Linqiang
18 Príncipe, José Carlos
17 Song, Qiankun
17 Wu, Qiang
15 Brown, Emery N.
15 Josić, Krešimir
15 Pham Dinh Tao
14 Coifman, Ronald Raphaël
14 Ditlevsen, Susanne
14 Gnecco, Giorgio
14 Hyvärinen, Aapo
14 Kass, Robert E.
14 Lindner, Benjamin
14 Sanguineti, Marcello
13 Gerstner, Wulfram
13 Hammer, Barbara
13 Porr, Bernd
13 Thomas, Peter J.
13 Tiňo, Peter
12 Burkitt, Anthony N.
12 Chen, Tianping
12 Chung, Fu-Lai
12 Hoshino, Osamu
12 Kevrekidis, Ioannis George
12 Pirozzi, Enrica
12 Singer, Amit
12 Sun, Hongwei
12 Wang, Jun
12 Wilson, Dan D.
12 Wu, Si
12 Zeng, Zhigang
11 Ay, Nihat
11 Bogacz, Rafal
11 Campbell, Sue Ann
11 Chen, Songcan
11 Cichocki, Andrzej
11 Coombes, Stephen
11 Crutchfield, James P.
11 Destexhe, Alain
11 Diesmann, Markus
11 Eden, Uri T.
11 Fusi, Stefano
11 Giannakis, Dimitrios
11 Guo, Zheng-Chu
11 Hino, Hideitsu
11 Koyama, Shinsuke
11 Li, Luoqing
11 Ly, Cheng
11 Nakahara, Hiroyuki
11 Rotter, Stefan
11 Shinomoto, Shigeru
11 Tong, Hongzhi
11 Watanabe, Sumio
10 Bengio, Yoshua
10 Dayan, Peter
10 Ermentrout, Bard G.
10 Huerta, Ramón
10 Kim, Yongdai
10 Kopell, Nancy J.
10 Lin, Chih-Jen
10 Masuda, Naoki
10 Pipa, Gordon
10 Priebe, Carey E.
10 Sacerdote, Laura
10 Sarti, Alessandro
10 Senn, Walter
10 Šíma, Jiří
10 Suzuki, Taiji
10 Takeda, Akiko
10 Takenouchi, Takashi
10 van Hemmen, J. Leo
10 Wang, Shitong
10 Wörgötter, Florentin
9 Bachoc, François
9 Cai, Zuowei
9 Chen, Dirong
9 Citti, Giovanna
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Cited in 479 Journals

1,292 Neural Computation
374 Neural Networks
245 Journal of Computational Neuroscience
231 Biological Cybernetics
191 Pattern Recognition
129 Chaos
104 Machine Learning
86 Information Sciences
83 Computational Statistics and Data Analysis
72 Applied and Computational Harmonic Analysis
71 Journal of Mathematical Psychology
65 Applied Mathematics and Computation
65 Physica D
63 Journal of Machine Learning Research (JMLR)
63 The Journal of Mathematical Neuroscience
58 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
55 Mathematical Problems in Engineering
40 Theoretical Computer Science
40 Entropy
37 Journal of the Franklin Institute
37 SIAM Journal on Applied Dynamical Systems
34 Journal of Computational and Applied Mathematics
34 European Journal of Operational Research
34 Journal of Theoretical Biology
33 Chaos, Solitons and Fractals
32 Journal of Mathematical Biology
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31 The Annals of Statistics
31 Data Mining and Knowledge Discovery
30 Journal of Statistical Physics
30 Automatica
30 International Journal of Computer Vision
30 Mathematical Biosciences and Engineering
28 International Journal of Wavelets, Multiresolution and Information Processing
26 Electronic Journal of Statistics
26 Statistics and Computing
25 Communications in Nonlinear Science and Numerical Simulation
25 The Annals of Applied Statistics
24 Signal Processing
24 Soft Computing
23 Journal of Multivariate Analysis
23 Journal of Mathematical Imaging and Vision
23 Computational & Mathematical Methods in Medicine
22 Computers & Mathematics with Applications
22 Computational Optimization and Applications
22 Analysis and Applications (Singapore)
22 EURASIP Journal on Advances in Signal Processing
21 Fuzzy Sets and Systems
21 Circuits, Systems, and Signal Processing
21 Computational Statistics
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21 Advances in Data Analysis and Classification. ADAC
20 International Journal of Approximate Reasoning
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19 Advances in Computational Mathematics
19 Abstract and Applied Analysis
19 Optimization Methods & Software
19 Nonlinear Analysis. Real World Applications
18 Bulletin of Mathematical Biology
18 SIAM Journal on Imaging Sciences
17 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
17 Discrete Dynamics in Nature and Society
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16 Mathematical Biosciences
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16 Advances in Difference Equations
15 Physica A
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14 Artificial Intelligence
14 SIAM Journal on Scientific Computing
14 Complexity
14 PAA. Pattern Analysis and Applications
14 Statistical Analysis and Data Mining
14 Algorithms
13 Computer Methods in Applied Mechanics and Engineering
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11 Statistics & Probability Letters
11 Linear Algebra and its Applications
11 Mathematical Programming. Series A. Series B
11 Probability in the Engineering and Informational Sciences
11 Foundations of Computational Mathematics
10 Physics Letters. A
10 Journal of the American Statistical Association
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10 Communications in Statistics. Theory and Methods
10 Annals of Mathematics and Artificial Intelligence
9 Journal of Mathematical Analysis and Applications
9 Journal of Computer and System Sciences
9 New Generation Computing
9 Bernoulli
9 International Journal of Applied Mathematics and Computer Science
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9 Optimization Letters
8 Applicable Analysis
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2,288 Computer science (68-XX)
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