Kawasumi, Ryota; Takeda, Koujin Automatic hyperparameter tuning in sparse matrix factorization. (English) Zbl 1521.62009 Neural Comput. 35, No. 6, 1086-1099 (2023). MSC: 62-08 15A23 62F15 62H25 65F15 65F50 PDFBibTeX XMLCite \textit{R. Kawasumi} and \textit{K. Takeda}, Neural Comput. 35, No. 6, 1086--1099 (2023; Zbl 1521.62009) Full Text: DOI arXiv
Watanabe, Shotaro; Matsui, Hidetoshi Classification from positive and biased negative data with skewed labeled posterior probability. (English) Zbl 07732308 Neural Comput. 35, No. 5, 977-994 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Watanabe} and \textit{H. Matsui}, Neural Comput. 35, No. 5, 977--994 (2023; Zbl 07732308) Full Text: DOI arXiv
Kawashima, Takahiro; Hino, Hideitsu Gaussian process Koopman mode decomposition. (English) Zbl 07642582 Neural Comput. 35, No. 1, 82-103 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Kawashima} and \textit{H. Hino}, Neural Comput. 35, No. 1, 82--103 (2023; Zbl 07642582) Full Text: DOI arXiv
Zhou, Yuansheng; Sharpee, Tatyana O. Using global t-SNE to preserve intercluster data structure. (English) Zbl 1494.92026 Neural Comput. 34, No. 8, 1637-1651 (2022). MSC: 92B20 62P10 PDFBibTeX XMLCite \textit{Y. Zhou} and \textit{T. O. Sharpee}, Neural Comput. 34, No. 8, 1637--1651 (2022; Zbl 1494.92026) Full Text: DOI
Ishibashi, Hideaki; Akaho, Shotaro Principal component analysis for Gaussian process posteriors. (English) Zbl 07544752 Neural Comput. 34, No. 5, 1189-1219 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Ishibashi} and \textit{S. Akaho}, Neural Comput. 34, No. 5, 1189--1219 (2022; Zbl 07544752) Full Text: DOI arXiv
Long, Philip M.; Servedio, Rocco A. The perils of being unhinged: on the accuracy of classifiers minimizing a noise-robust convex loss. (English) Zbl 07541176 Neural Comput. 34, No. 6, 1488-1499 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{P. M. Long} and \textit{R. A. Servedio}, Neural Comput. 34, No. 6, 1488--1499 (2022; Zbl 07541176) Full Text: DOI arXiv
Imaizumi, Masaaki; Ota, Hirofumi; Hamaguchi, Takuo Hypothesis test and confidence analysis with Wasserstein distance on general dimension. (English) Zbl 07541175 Neural Comput. 34, No. 6, 1448-1487 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Imaizumi} et al., Neural Comput. 34, No. 6, 1448--1487 (2022; Zbl 07541175) Full Text: DOI arXiv
Safavi, Shervin; Logothetis, Nikos K.; Besserve, Michel From univariate to multivariate coupling between continuous signals and point processes: a mathematical framework. (English) Zbl 1483.92039 Neural Comput. 33, No. 7, 1751-1817 (2021). MSC: 92C20 60G55 62P10 PDFBibTeX XMLCite \textit{S. Safavi} et al., Neural Comput. 33, No. 7, 1751--1817 (2021; Zbl 1483.92039) Full Text: DOI arXiv
Liakoni, Vasiliki; Modirshanechi, Alireza; Gerstner, Wulfram; Brea, Johanni Learning in volatile environments with the Bayes factor surprise. (English) Zbl 1469.91040 Neural Comput. 33, No. 2, 269-340 (2021). MSC: 91E40 62P15 62F15 PDFBibTeX XMLCite \textit{V. Liakoni} et al., Neural Comput. 33, No. 2, 269--340 (2021; Zbl 1469.91040) Full Text: DOI arXiv
Terada, Yu; Obuchi, Tomoyuki; Isomura, Takuya; Kabashima, Yoshiyuki Inferring neuronal couplings from spiking data using a systematic procedure with a statistical criterion. (English) Zbl 1453.92024 Neural Comput. 32, No. 11, 2187-2211 (2020). MSC: 92B20 62P10 PDFBibTeX XMLCite \textit{Y. Terada} et al., Neural Comput. 32, No. 11, 2187--2211 (2020; Zbl 1453.92024) Full Text: DOI arXiv
Zhang, Kaixuan; Wang, Qinglong; Liu, Xue; Giles, C. Lee Shapley homology: topological analysis of sample influence for neural networks. (English) Zbl 1473.62410 Neural Comput. 32, No. 7, 1355-1378 (2020). MSC: 62R40 62R30 68T05 PDFBibTeX XMLCite \textit{K. Zhang} et al., Neural Comput. 32, No. 7, 1355--1378 (2020; Zbl 1473.62410) Full Text: DOI arXiv
Burkhart, Michael C.; Brandman, David M.; Franco, Brian; Hochberg, Leigh R.; Harrison, Matthew T. The discriminative Kalman filter for Bayesian filtering with nonlinear and nongaussian observation models. (English) Zbl 1468.62355 Neural Comput. 32, No. 5, 969-1017 (2020). MSC: 62M20 62F15 62G08 62P10 PDFBibTeX XMLCite \textit{M. C. Burkhart} et al., Neural Comput. 32, No. 5, 969--1017 (2020; Zbl 1468.62355) Full Text: DOI Link
Safont, Gonzalo; Salazar, Addisson; Vergara, Luis Multiclass alpha integration of scores from multiple classifiers. (English) Zbl 1475.62192 Neural Comput. 31, No. 4, 806-825 (2019). MSC: 62H30 62P10 PDFBibTeX XMLCite \textit{G. Safont} et al., Neural Comput. 31, No. 4, 806--825 (2019; Zbl 1475.62192) Full Text: DOI Link
Liu, Tianci; Shi, Zelin; Liu, Yunpeng Supervised dimensionality reduction on Grassmannian for image set recognition. (English) Zbl 1474.68261 Neural Comput. 31, No. 1, 156-175 (2019). MSC: 68T05 62R30 68U05 68U10 PDFBibTeX XMLCite \textit{T. Liu} et al., Neural Comput. 31, No. 1, 156--175 (2019; Zbl 1474.68261) Full Text: DOI
Ty, Alexander J. A.; Fang, Zheng; Gonzalez, Rivver A.; Rozdeba, Paul. J.; Abarbanel, Henry D. I. Machine learning of time series using time-delay embedding and precision annealing. (English) Zbl 1452.68159 Neural Comput. 31, No. 10, 2004-2024 (2019). MSC: 68T05 62M10 PDFBibTeX XMLCite \textit{A. J. A. Ty} et al., Neural Comput. 31, No. 10, 2004--2024 (2019; Zbl 1452.68159) Full Text: DOI arXiv
Bulso, Nicola; Marsili, Matteo; Roudi, Yasser On the complexity of logistic regression models. (English) Zbl 1435.62286 Neural Comput. 31, No. 8, 1592-1623 (2019). MSC: 62J12 62A01 62B10 PDFBibTeX XMLCite \textit{N. Bulso} et al., Neural Comput. 31, No. 8, 1592--1623 (2019; Zbl 1435.62286) Full Text: DOI arXiv
Adler, William T.; Ma, Wei Ji Limitations of proposed signatures of Bayesian confidence. (English) Zbl 1471.91412 Neural Comput. 30, No. 12, 3327-3354 (2018). MSC: 91E30 91B06 62P15 PDFBibTeX XMLCite \textit{W. T. Adler} and \textit{W. J. Ma}, Neural Comput. 30, No. 12, 3327--3354 (2018; Zbl 1471.91412) Full Text: DOI DOI
Wang, Hongqiao; Li, Jinglai Adaptive Gaussian process approximation for Bayesian inference with expensive likelihood functions. (English) Zbl 1471.62290 Neural Comput. 30, No. 11, 3072-3094 (2018). MSC: 62F15 62-08 PDFBibTeX XMLCite \textit{H. Wang} and \textit{J. Li}, Neural Comput. 30, No. 11, 3072--3094 (2018; Zbl 1471.62290) Full Text: DOI arXiv Link
Ferrari, Ulisse; Deny, Stéphane; Marre, Olivier; Mora, Thierry A simple model for low variability in neural spike trains. (English) Zbl 1472.92067 Neural Comput. 30, No. 11, 3009-3036 (2018). MSC: 92C20 60G55 PDFBibTeX XMLCite \textit{U. Ferrari} et al., Neural Comput. 30, No. 11, 3009--3036 (2018; Zbl 1472.92067) Full Text: DOI DOI arXiv
Rule, Michael; Sanguinetti, Guido Autoregressive point processes as latent state-space models: a moment-closure approach to fluctuations and autocorrelations. (English) Zbl 1472.92075 Neural Comput. 30, No. 10, 2757-2780 (2018). MSC: 92C20 62P10 60G55 PDFBibTeX XMLCite \textit{M. Rule} and \textit{G. Sanguinetti}, Neural Comput. 30, No. 10, 2757--2780 (2018; Zbl 1472.92075) Full Text: DOI arXiv
Chung, Sueyeon; Cohen, Uri; Sompolinsky, Haim; Lee, Daniel D. Learning data manifolds with a cutting plane method. (English) Zbl 1472.68132 Neural Comput. 30, No. 10, 2593-2615 (2018). MSC: 68T05 62H30 62R30 90C90 PDFBibTeX XMLCite \textit{S. Chung} et al., Neural Comput. 30, No. 10, 2593--2615 (2018; Zbl 1472.68132) Full Text: DOI arXiv
Liu, Shizhao; Grosmark, Andres D.; Chen, Zhe Methods for assessment of memory reactivation. (English) Zbl 1471.91428 Neural Comput. 30, No. 8, 2175-2209 (2018). MSC: 91E40 62P15 PDFBibTeX XMLCite \textit{S. Liu} et al., Neural Comput. 30, No. 8, 2175--2209 (2018; Zbl 1471.91428) Full Text: DOI Link
Liu, Qidong; Zhang, Ruisheng; Zhao, Zhili; Wang, Zhenghai; Jiao, Mengyao; Wang, Guangjing Robust MST-based clustering algorithm. (English) Zbl 1476.62139 Neural Comput. 30, No. 6, 1624-1646 (2018). MSC: 62H30 62G35 62C20 62-08 05C90 90C35 PDFBibTeX XMLCite \textit{Q. Liu} et al., Neural Comput. 30, No. 6, 1624--1646 (2018; Zbl 1476.62139) Full Text: DOI
Młynarski, Wiktor; Mcdermott, Josh H. Learning midlevel auditory codes from natural sound statistics. (English) Zbl 1472.92033 Neural Comput. 30, No. 3, 631-669 (2018). MSC: 92B20 62P10 PDFBibTeX XMLCite \textit{W. Młynarski} and \textit{J. H. Mcdermott}, Neural Comput. 30, No. 3, 631--669 (2018; Zbl 1472.92033) Full Text: DOI arXiv Link
Sasaki, Hiroaki; Tangkaratt, Voot; Niu, Gang; Sugiyama, Masashi Sufficient dimension reduction via direct estimation of the gradients of logarithmic conditional densities. (English) Zbl 1476.62111 Neural Comput. 30, No. 2, 477-504 (2018). MSC: 62H12 62G07 62P10 PDFBibTeX XMLCite \textit{H. Sasaki} et al., Neural Comput. 30, No. 2, 477--504 (2018; Zbl 1476.62111) Full Text: DOI
Du, Sizhen; Song, Guojie; Han, Lei; Hong, Haikun Temporal causal inference with time lag. (English) Zbl 1472.68135 Neural Comput. 30, No. 1, 271-291 (2018). MSC: 68T05 62M10 PDFBibTeX XMLCite \textit{S. Du} et al., Neural Comput. 30, No. 1, 271--291 (2018; Zbl 1472.68135) Full Text: DOI
Troelsgaard, Rasmus; Hansen, Lars Kai Sequence classification using third-order moments. (English) Zbl 1472.92043 Neural Comput. 30, No. 1, 216-236 (2018). MSC: 92B20 62P10 62M05 68Q17 PDFBibTeX XMLCite \textit{R. Troelsgaard} and \textit{L. K. Hansen}, Neural Comput. 30, No. 1, 216--236 (2018; Zbl 1472.92043) Full Text: DOI Link
Østergaard, Jacob; Kramer, Mark A.; Eden, Uri T. Capturing spike variability in noisy Izhikevich neurons using point process generalized linear models. (English) Zbl 1472.92072 Neural Comput. 30, No. 1, 125-148 (2018). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{J. Østergaard} et al., Neural Comput. 30, No. 1, 125--148 (2018; Zbl 1472.92072) Full Text: DOI
Faraji, Mohammadjavad; Preuschoff, Kerstin; Gerstner, Wulfram Balancing new against old information: the role of puzzlement surprise in learning. (English) Zbl 1471.91426 Neural Comput. 30, No. 1, 34-83 (2018). MSC: 91E40 62P15 PDFBibTeX XMLCite \textit{M. Faraji} et al., Neural Comput. 30, No. 1, 34--83 (2018; Zbl 1471.91426) Full Text: DOI arXiv
Yang, Jie; Ma, Yan; Zhang, Xiangfen; Li, Shunbao; Zhang, Yuping An initialization method based on hybrid distance for \(k\)-means algorithm. (English) Zbl 1418.62260 Neural Comput. 29, No. 11, 3094-3117 (2017). MSC: 62H30 54E35 62P10 PDFBibTeX XMLCite \textit{J. Yang} et al., Neural Comput. 29, No. 11, 3094--3117 (2017; Zbl 1418.62260) Full Text: DOI
Yang, Liming; Ren, Zhuo; Wang, Yidan; Dong, Hongwei A robust regression framework with Laplace kernel-induced loss. (English) Zbl 1418.62264 Neural Comput. 29, No. 11, 3014-3039 (2017). MSC: 62J02 62G35 62P35 PDFBibTeX XMLCite \textit{L. Yang} et al., Neural Comput. 29, No. 11, 3014--3039 (2017; Zbl 1418.62264) Full Text: DOI
Sasaki, Hiroaki; Gutmann, Michael U.; Shouno, Hayaru; Hyvärinen, Aapo Simultaneous estimation of nongaussian components and their correlation structure. (English) Zbl 1418.62247 Neural Comput. 29, No. 11, 2887-2924 (2017). MSC: 62H25 62P35 PDFBibTeX XMLCite \textit{H. Sasaki} et al., Neural Comput. 29, No. 11, 2887--2924 (2017; Zbl 1418.62247) Full Text: DOI arXiv Link
Cai, Jia; Sun, Hongwei Constrained ERM learning of canonical correlation analysis: a least squares perspective. (English) Zbl 1418.62243 Neural Comput. 29, No. 10, 2825-2859 (2017). MSC: 62H20 62P10 PDFBibTeX XMLCite \textit{J. Cai} and \textit{H. Sun}, Neural Comput. 29, No. 10, 2825--2859 (2017; Zbl 1418.62243) Full Text: DOI
Loxley, P. N. The two-dimensional Gabor function adapted to natural image statistics: a model of simple-cell receptive fields and sparse structure in images. (English) Zbl 1414.92031 Neural Comput. 29, No. 10, 2769-2799 (2017). MSC: 92B20 62P10 PDFBibTeX XMLCite \textit{P. N. Loxley}, Neural Comput. 29, No. 10, 2769--2799 (2017; Zbl 1414.92031) Full Text: DOI arXiv
Lin, Tiger W.; Das, Anup; Krishnan, Giri P.; Bazhenov, Maxim; Sejnowski, Terrence J. Differential covariance: a new class of methods to estimate sparse connectivity from neural recordings. (English) Zbl 1414.92178 Neural Comput. 29, No. 10, 2581-2632 (2017). MSC: 92C55 92C20 62P10 PDFBibTeX XMLCite \textit{T. W. Lin} et al., Neural Comput. 29, No. 10, 2581--2632 (2017; Zbl 1414.92178) Full Text: DOI arXiv Link
Matsuda, Takeru; Komaki, Fumiyasu Multivariate time series decomposition into oscillation components. (English) Zbl 1418.62340 Neural Comput. 29, No. 8, 2055-2075 (2017). MSC: 62M10 62H25 62P35 85A25 PDFBibTeX XMLCite \textit{T. Matsuda} and \textit{F. Komaki}, Neural Comput. 29, No. 8, 2055--2075 (2017; Zbl 1418.62340) Full Text: DOI
Zhao, Yuan; Park, Il Memming Variational latent Gaussian process for recovering single-trial dynamics from population spike trains. (English) Zbl 1414.92130 Neural Comput. 29, No. 5, 1293-1316 (2017). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{Y. Zhao} and \textit{I. M. Park}, Neural Comput. 29, No. 5, 1293--1316 (2017; Zbl 1414.92130) Full Text: DOI arXiv
Nguyen, Hien D.; McLachlan, Geoffrey J.; Orban, Pierre; Bellec, Pierre; Janke, Andrew L. Maximum pseudolikelihood estimation for model-based clustering of time series data. (English) Zbl 1418.62254 Neural Comput. 29, No. 4, 990-1020 (2017). MSC: 62H30 62M10 92C55 PDFBibTeX XMLCite \textit{H. D. Nguyen} et al., Neural Comput. 29, No. 4, 990--1020 (2017; Zbl 1418.62254) Full Text: DOI arXiv
Mareček, Radek; Lamoš, Martin; Labounek, René; Bartoň, Marek; Slavíček, Tomáš; Mikl, Michal; Rektor, Ivan; Brázdil, Milan Multiway array decomposition of EEG spectrum: implications of its stability for the exploration of large-scale brain networks. (English) Zbl 1414.92181 Neural Comput. 29, No. 4, 968-989 (2017). MSC: 92C55 92B20 62P10 PDFBibTeX XMLCite \textit{R. Mareček} et al., Neural Comput. 29, No. 4, 968--989 (2017; Zbl 1414.92181) Full Text: DOI
Matsuda, Takeru; Komaki, Fumiyasu Time series decomposition into oscillation components and phase estimation. (English) Zbl 1418.62339 Neural Comput. 29, No. 2, 332-367 (2017). MSC: 62M10 62P10 PDFBibTeX XMLCite \textit{T. Matsuda} and \textit{F. Komaki}, Neural Comput. 29, No. 2, 332--367 (2017; Zbl 1418.62339) Full Text: DOI
O’Donnell, Cian; Gonçalves, J. Tiago; Whiteley, Nick; Portera-Cailliau, Carlos; Sejnowski, Terrence J. The population tracking model: a simple, scalable statistical model for neural population data. (English) Zbl 1414.92112 Neural Comput. 29, No. 1, 50-93 (2017). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{C. O'Donnell} et al., Neural Comput. 29, No. 1, 50--93 (2017; Zbl 1414.92112) Full Text: DOI
Takano, Ken; Hino, Hideitsu; Akaho, Shotaro; Murata, Noboru Nonparametric \(e\)-mixture estimation. (English) Zbl 1418.62258 Neural Comput. 28, No. 12, 2687-2725 (2016). MSC: 62H30 62G05 62P10 PDFBibTeX XMLCite \textit{K. Takano} et al., Neural Comput. 28, No. 12, 2687--2725 (2016; Zbl 1418.62258) Full Text: DOI
Galinsky, Vitaly L.; Frank, Lawrence R. The lamellar structure of the brain fiber pathways. (English) Zbl 1414.92166 Neural Comput. 28, No. 11, 2533-2556 (2016). MSC: 92C55 92B20 62P10 PDFBibTeX XMLCite \textit{V. L. Galinsky} and \textit{L. R. Frank}, Neural Comput. 28, No. 11, 2533--2556 (2016; Zbl 1414.92166) Full Text: DOI
Albert, Mélisande; Bouret, Yann; Fromont, Magalie; Reynaud-Bouret, Patricia Surrogate data methods based on a shuffling of the trials for synchrony detection: the centering issue. (English) Zbl 1414.92074 Neural Comput. 28, No. 11, 2352-2392 (2016). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{M. Albert} et al., Neural Comput. 28, No. 11, 2352--2392 (2016; Zbl 1414.92074) Full Text: DOI
Hangya, Balázs; Sanders, Joshua I.; Kepecs, Adam A mathematical framework for statistical decision confidence. (English) Zbl 1418.62027 Neural Comput. 28, No. 9, 1840-1858 (2016). MSC: 62C05 62G15 62P10 PDFBibTeX XMLCite \textit{B. Hangya} et al., Neural Comput. 28, No. 9, 1840--1858 (2016; Zbl 1418.62027) Full Text: DOI
Devarajan, Karthik; Cheung, Vincent C. K. A quasi-likelihood approach to nonnegative matrix factorization. (English) Zbl 1418.62277 Neural Comput. 28, No. 8, 1663-1693 (2016). MSC: 62J12 92C55 62P10 62H25 PDFBibTeX XMLCite \textit{K. Devarajan} and \textit{V. C. K. Cheung}, Neural Comput. 28, No. 8, 1663--1693 (2016; Zbl 1418.62277) Full Text: DOI
Sasaki, Hiroaki; Noh, Yung-Kyun; Niu, Gang; Sugiyama, Masashi Direct density derivative estimation. (English) Zbl 1418.62145 Neural Comput. 28, No. 6, 1101-1140 (2016). MSC: 62G07 62E15 PDFBibTeX XMLCite \textit{H. Sasaki} et al., Neural Comput. 28, No. 6, 1101--1140 (2016; Zbl 1418.62145) Full Text: DOI
Solo, Victor State-space analysis of Granger-Geweke causality measures with application to fMRI. (English) Zbl 1414.92188 Neural Comput. 28, No. 5, 914-949 (2016). MSC: 92C55 62P10 PDFBibTeX XMLCite \textit{V. Solo}, Neural Comput. 28, No. 5, 914--949 (2016; Zbl 1414.92188) Full Text: DOI arXiv
Vinci, Giuseppe; Ventura, Valérie; Smith, Matthew A.; Kass, Robert E. Separating spike count correlation from firing rate correlation. (English) Zbl 1414.92123 Neural Comput. 28, No. 5, 849-881 (2016). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{G. Vinci} et al., Neural Comput. 28, No. 5, 849--881 (2016; Zbl 1414.92123) Full Text: DOI
LaMont, Colin H.; Wiggins, Paul A. The development of an information criterion for change-point analysis. (English) Zbl 1418.62198 Neural Comput. 28, No. 3, 594-612 (2016). MSC: 62G10 62B10 62M10 PDFBibTeX XMLCite \textit{C. H. LaMont} and \textit{P. A. Wiggins}, Neural Comput. 28, No. 3, 594--612 (2016; Zbl 1418.62198) Full Text: DOI arXiv
Hyvärinen, Aapo; Hirayama, Jun-Ichiro; Kiviniemi, Vesa; Kawanabe, Motoaki Orthogonal connectivity factorization: interpretable decomposition of variability in correlation matrices. (English) Zbl 1418.62244 Neural Comput. 28, No. 3, 445-484 (2016). MSC: 62H20 62M10 62H25 62P10 62H35 PDFBibTeX XMLCite \textit{A. Hyvärinen} et al., Neural Comput. 28, No. 3, 445--484 (2016; Zbl 1418.62244) Full Text: DOI
Kanagawa, Motonobu; Nishiyama, Yu; Gretton, Arthur; Fukumizu, Kenji Filtering with state-observation examples via kernel Monte Carlo filter. (English) Zbl 1418.62361 Neural Comput. 28, No. 2, 382-444 (2016). MSC: 62M20 62H11 62P35 PDFBibTeX XMLCite \textit{M. Kanagawa} et al., Neural Comput. 28, No. 2, 382--444 (2016; Zbl 1418.62361) Full Text: DOI arXiv
Valera, Isabel; Ruiz, Francisco J. R.; Olmos, Pablo M.; Blanco, Carlos; Perez-Cruz, Fernando Infinite continuous feature model for psychiatric comorbidity analysis. (English) Zbl 1414.92150 Neural Comput. 28, No. 2, 354-381 (2016). MSC: 92C50 62P10 PDFBibTeX XMLCite \textit{I. Valera} et al., Neural Comput. 28, No. 2, 354--381 (2016; Zbl 1414.92150) Full Text: DOI
Tong, Hongzhi A note on support vector machines with polynomial kernels. (English) Zbl 1472.62005 Neural Comput. 28, No. 1, 71-88 (2016). MSC: 62-08 68T05 PDFBibTeX XMLCite \textit{H. Tong}, Neural Comput. 28, No. 1, 71--88 (2016; Zbl 1472.62005) Full Text: DOI
Bhardwaj, Manisha; Carroll, Samuel; Ma, Wei Ji; Josić, Krešimir Visual decisions in the presence of measurement and stimulus correlations. (English) Zbl 1414.92009 Neural Comput. 27, No. 11, 2318-2353 (2015). MSC: 92B20 62P10 PDFBibTeX XMLCite \textit{M. Bhardwaj} et al., Neural Comput. 27, No. 11, 2318--2353 (2015; Zbl 1414.92009) Full Text: DOI arXiv
Kamronn, Simon; Poulsen, Andreas Trier; Hansen, Lars Kai Multiview Bayesian correlated component analysis. (English) Zbl 1414.92175 Neural Comput. 27, No. 10, 2207-2230 (2015). MSC: 92C55 92C20 62P10 PDFBibTeX XMLCite \textit{S. Kamronn} et al., Neural Comput. 27, No. 10, 2207--2230 (2015; Zbl 1414.92175) Full Text: DOI arXiv
Soriano, Antonio; Vergara, Luis; Ahmed, Bouziane; Salazar, Addisson Fusion of scores in a detection context based on alpha integration. (English) Zbl 1414.92189 Neural Comput. 27, No. 9, 1983-2010 (2015). MSC: 92C55 62P10 PDFBibTeX XMLCite \textit{A. Soriano} et al., Neural Comput. 27, No. 9, 1983--2010 (2015; Zbl 1414.92189) Full Text: DOI
Ting, Chee-Ming; Seghouane, Abd-Krim; Khalid, Muhammad Usman; Salleh, Sh-Hussain Is first-order vector autoregressive model optimal for fMRI data? (English) Zbl 1414.92191 Neural Comput. 27, No. 9, 1857-1871 (2015). MSC: 92C55 62P10 PDFBibTeX XMLCite \textit{C.-M. Ting} et al., Neural Comput. 27, No. 9, 1857--1871 (2015; Zbl 1414.92191) Full Text: DOI
Lakshmanan, Karthik C.; Sadtler, Patrick T.; Tyler-Kabara, Elizabeth C.; Batista, Aaron P.; Yu, Byron M. Extracting low-dimensional latent structure from time series in the presence of delays. (English) Zbl 1418.62335 Neural Comput. 27, No. 9, 1825-1856 (2015). MSC: 62M10 62P10 62P35 PDFBibTeX XMLCite \textit{K. C. Lakshmanan} et al., Neural Comput. 27, No. 9, 1825--1856 (2015; Zbl 1418.62335) Full Text: DOI
Schumacher, Johannes; Wunderle, Thomas; Fries, Pascal; Jäkel, Frank; Pipa, Gordon A statistical framework to infer delay and direction of information flow from measurements of complex systems. (English) Zbl 1418.62352 Neural Comput. 27, No. 8, 1555-1608 (2015). MSC: 62M10 92B20 PDFBibTeX XMLCite \textit{J. Schumacher} et al., Neural Comput. 27, No. 8, 1555--1608 (2015; Zbl 1418.62352) Full Text: DOI
Koyama, Shinsuke On the spike train variability characterized by variance-to-mean power relationship. (English) Zbl 1414.92101 Neural Comput. 27, No. 7, 1530-1548 (2015). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{S. Koyama}, Neural Comput. 27, No. 7, 1530--1548 (2015; Zbl 1414.92101) Full Text: DOI arXiv
FitzGerald, Thomas H. B.; Schwartenbeck, Philipp; Moutoussis, Michael; Dolan, Raymond J.; Friston, Karl Active inference, evidence accumulation, and the urn task. (English) Zbl 1414.92091 Neural Comput. 27, No. 2, 306-328 (2015). MSC: 92C20 92C30 62P10 PDFBibTeX XMLCite \textit{T. H. B. FitzGerald} et al., Neural Comput. 27, No. 2, 306--328 (2015; Zbl 1414.92091) Full Text: DOI
Assecondi, Sara; Ostwald, Dirk; Bagshaw, Andrew P. Reliability of information-based integration of EEG and fMRI data: a simulation study. (English) Zbl 1414.92153 Neural Comput. 27, No. 2, 281-305 (2015). MSC: 92C55 92C20 62P10 PDFBibTeX XMLCite \textit{S. Assecondi} et al., Neural Comput. 27, No. 2, 281--305 (2015; Zbl 1414.92153) Full Text: DOI
Harrison, Matthew T.; Amarasingham, Asohan; Truccolo, Wilson Spatiotemporal conditional inference and hypothesis tests for neural ensemble spiking precision. (English) Zbl 1414.92097 Neural Comput. 27, No. 1, 104-150 (2015). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{M. T. Harrison} et al., Neural Comput. 27, No. 1, 104--150 (2015; Zbl 1414.92097) Full Text: DOI
Mena, Gonzalo; Paninski, Liam On quadrature methods for refractory point process likelihoods. (English) Zbl 1419.62042 Neural Comput. 26, No. 12, 2790-2797 (2014). MSC: 62F10 60G55 62J12 65D32 62P10 PDFBibTeX XMLCite \textit{G. Mena} and \textit{L. Paninski}, Neural Comput. 26, No. 12, 2790--2797 (2014; Zbl 1419.62042) Full Text: DOI
Elliott, Terry Sparseness, antisparseness and anything in between: the operating point of a neuron determines its computational repertoire. (English) Zbl 1416.92037 Neural Comput. 26, No. 9, 1924-1972 (2014). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{T. Elliott}, Neural Comput. 26, No. 9, 1924--1972 (2014; Zbl 1416.92037) Full Text: DOI
Tuleau-Malot, Christine; Rouis, Amel; Grammont, Franck; Reynaud-Bouret, Patricia Multiple tests based on a Gaussian approximation of the unitary events method with delayed coincidence count. (English) Zbl 1416.92021 Neural Comput. 26, No. 7, 1408-1454 (2014). MSC: 92B20 62P10 PDFBibTeX XMLCite \textit{C. Tuleau-Malot} et al., Neural Comput. 26, No. 7, 1408--1454 (2014; Zbl 1416.92021) Full Text: DOI
Samonds, Jason M.; Potetz, Brian R.; Lee, Tai Sing Sample skewness as a statistical measurement of neuronal tuning sharpness. (English) Zbl 1415.92058 Neural Comput. 26, No. 5, 860-906 (2014). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{J. M. Samonds} et al., Neural Comput. 26, No. 5, 860--906 (2014; Zbl 1415.92058) Full Text: DOI
Qi, Peng; Hu, Xiaolin Learning nonlinear statistical regularities in natural images by modeling the outer product of image intensities. (English) Zbl 1417.91422 Neural Comput. 26, No. 4, 693-711 (2014). MSC: 91E40 91E30 92C20 62P10 PDFBibTeX XMLCite \textit{P. Qi} and \textit{X. Hu}, Neural Comput. 26, No. 4, 693--711 (2014; Zbl 1417.91422) Full Text: DOI
Rădulescu, Anca Input statistics and Hebbian cross-talk effects. (English) Zbl 1415.92056 Neural Comput. 26, No. 4, 654-692 (2014). MSC: 92C20 91E40 62P10 PDFBibTeX XMLCite \textit{A. Rădulescu}, Neural Comput. 26, No. 4, 654--692 (2014; Zbl 1415.92056) Full Text: DOI arXiv
Kinney, Justin B.; Atwal, Gurinder S. Parametric inference in the large data limit using maximally informative models. (English) Zbl 1418.62362 Neural Comput. 26, No. 4, 637-653 (2014). MSC: 62M20 62F12 62P10 PDFBibTeX XMLCite \textit{J. B. Kinney} and \textit{G. S. Atwal}, Neural Comput. 26, No. 4, 637--653 (2014; Zbl 1418.62362) Full Text: DOI arXiv
Notsu, Akifumi; Komori, Osamu; Eguchi, Shinto Spontaneous clustering via minimum gamma-divergence. (English) Zbl 1418.62255 Neural Comput. 26, No. 2, 421-448 (2014). MSC: 62H30 62P35 PDFBibTeX XMLCite \textit{A. Notsu} et al., Neural Comput. 26, No. 2, 421--448 (2014; Zbl 1418.62255) Full Text: DOI arXiv
Perel, Sagi; Schwartz, Andrew B.; Ventura, Valérie Single-snippet analysis for detection of postspike effects. (English) Zbl 1415.92054 Neural Comput. 26, No. 1, 40-56 (2014). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{S. Perel} et al., Neural Comput. 26, No. 1, 40--56 (2014; Zbl 1415.92054) Full Text: DOI
Vidaurre, Diego; van Gerven, Marcel A. J.; Bielza, Concha; Larrañaga, Pedro; Heskes, Tom Bayesian sparse partial least squares. (English) Zbl 1418.62238 Neural Comput. 25, No. 12, 3318-3339 (2013). MSC: 62H12 62P10 PDFBibTeX XMLCite \textit{D. Vidaurre} et al., Neural Comput. 25, No. 12, 3318--3339 (2013; Zbl 1418.62238) Full Text: DOI
Güler, Marifi An investigation of the stochastic Hodgkin-Huxley models under noisy rate functions. (English) Zbl 1415.92046 Neural Comput. 25, No. 9, 2355-2372 (2013). MSC: 92C20 60H10 62P10 PDFBibTeX XMLCite \textit{M. Güler}, Neural Comput. 25, No. 9, 2355--2372 (2013; Zbl 1415.92046) Full Text: DOI
Lehky, Sidney R.; Sereno, Margaret E.; Sereno, Anne B. Population coding and the labeling problem: extrinsic versus intrinsic representations. (English) Zbl 1448.92045 Neural Comput. 25, No. 9, 2235-2264 (2013). MSC: 92C20 62P10 92B15 PDFBibTeX XMLCite \textit{S. R. Lehky} et al., Neural Comput. 25, No. 9, 2235--2264 (2013; Zbl 1448.92045) Full Text: DOI
Ma, Shiqian; Xue, Lingzhou; Zou, Hui Alternating direction methods for latent variable Gaussian graphical model selection. (English) Zbl 1418.62234 Neural Comput. 25, No. 8, 2172-2198 (2013). MSC: 62H12 90C25 05C90 62F12 62P10 92D20 PDFBibTeX XMLCite \textit{S. Ma} et al., Neural Comput. 25, No. 8, 2172--2198 (2013; Zbl 1418.62234) Full Text: DOI arXiv
Reyhani, Nima Multiple spectral kernel learning and a Gaussian complexity computation. (English) Zbl 1414.68070 Neural Comput. 25, No. 7, 1926-1951 (2013). MSC: 68T05 62H30 62J02 62P10 PDFBibTeX XMLCite \textit{N. Reyhani}, Neural Comput. 25, No. 7, 1926--1951 (2013; Zbl 1414.68070) Full Text: DOI
Leveillé, Jasmin; Hannagan, Thomas Learning spatial invariance with the trace rule in nonuniform distributions. (English) Zbl 1448.92020 Neural Comput. 25, No. 5, 1261-1276 (2013). MSC: 92B20 62P10 68T05 PDFBibTeX XMLCite \textit{J. Leveillé} and \textit{T. Hannagan}, Neural Comput. 25, No. 5, 1261--1276 (2013; Zbl 1448.92020) Full Text: DOI
Pipa, Gordon; Grün, Sonja; van Vreeswijk, Carl Impact of spike train autostructure on probability distribution of joint spike events. (English) Zbl 1415.92055 Neural Comput. 25, No. 5, 1123-1163 (2013). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{G. Pipa} et al., Neural Comput. 25, No. 5, 1123--1163 (2013; Zbl 1415.92055) Full Text: DOI
Chen, Zhitang; Chan, Laiwan Causality in linear nongaussian acyclic models in the presence of latent Gaussian confounders. (English) Zbl 1418.62310 Neural Comput. 25, No. 6, 1605-1641 (2013). MSC: 62M10 62J05 62P05 PDFBibTeX XMLCite \textit{Z. Chen} and \textit{L. Chan}, Neural Comput. 25, No. 6, 1605--1641 (2013; Zbl 1418.62310) Full Text: DOI
Lepage, Kyle Q.; Kramer, Mark A.; Eden, Uri T. Some sampling properties of common phase estimators. (English) Zbl 1269.92021 Neural Comput. 25, No. 4, 901-921 (2013). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{K. Q. Lepage} et al., Neural Comput. 25, No. 4, 901--921 (2013; Zbl 1269.92021) Full Text: DOI
Koyama, Shinsuke; Omi, Takahiro; Kass, Robert E.; Shinomoto, Shigeru Information transmission using non-Poisson regular firing. (English) Zbl 1269.92018 Neural Comput. 25, No. 4, 854-876 (2013). MSC: 92C20 60G51 62F15 62P10 PDFBibTeX XMLCite \textit{S. Koyama} et al., Neural Comput. 25, No. 4, 854--876 (2013; Zbl 1269.92018) Full Text: DOI
Suzuki, Taiji; Sugiyama, Masashi Sufficient dimension reduction via squared-loss mutual information estimation. (English) Zbl 1269.62054 Neural Comput. 25, No. 3, 725-758 (2013). MSC: 62H99 62G20 65C60 PDFBibTeX XMLCite \textit{T. Suzuki} and \textit{M. Sugiyama}, Neural Comput. 25, No. 3, 725--758 (2013; Zbl 1269.62054) Full Text: DOI
Harrison, Matthew T. Accelerated spike resampling for accurate multiple testing controls. (English) Zbl 1270.62079 Neural Comput. 25, No. 2, 418-449 (2013). MSC: 62G10 62J15 65C60 PDFBibTeX XMLCite \textit{M. T. Harrison}, Neural Comput. 25, No. 2, 418--449 (2013; Zbl 1270.62079) Full Text: DOI
Martí, Daniel; Rinzel, John Dynamics of feature categorization. (English) Zbl 1269.92022 Neural Comput. 25, No. 1, 1-45 (2013). MSC: 92C20 91E30 92C42 62P10 PDFBibTeX XMLCite \textit{D. Martí} and \textit{J. Rinzel}, Neural Comput. 25, No. 1, 1--45 (2013; Zbl 1269.92022) Full Text: DOI
Mathis, Alexander; Herz, Andreas V. M.; Stemmler, Martin Optimal population codes for space: grid cells outperform place cells. (English) Zbl 1269.92023 Neural Comput. 24, No. 9, 2280-2317 (2012). MSC: 92C20 92D50 92-08 62P10 PDFBibTeX XMLCite \textit{A. Mathis} et al., Neural Comput. 24, No. 9, 2280--2317 (2012; Zbl 1269.92023) Full Text: DOI
Charles, Adam S.; Garrigues, Pierre; Rozell, Christopher J. A common network architecture efficiently implements a variety of sparsity-based inference problems. (English) Zbl 1268.92001 Neural Comput. 24, No. 12, 3317-3339 (2012). MSC: 92-08 62P10 65C60 PDFBibTeX XMLCite \textit{A. S. Charles} et al., Neural Comput. 24, No. 12, 3317--3339 (2012; Zbl 1268.92001) Full Text: DOI
Nie, Yimin; Tatsuno, Masami Information-geometric measures for estimation of connection weight under correlated inputs. (English) Zbl 1268.92028 Neural Comput. 24, No. 12, 3213-3245 (2012). MSC: 92C20 62P10 62J12 PDFBibTeX XMLCite \textit{Y. Nie} and \textit{M. Tatsuno}, Neural Comput. 24, No. 12, 3213--3245 (2012; Zbl 1268.92028) Full Text: DOI
Vahdat, Shahabeddin; Maneshi, Mona; Grova, Christophe; Gotman, Jean; Milner, Theodore E. Shared and specific independent components analysis for between-group comparison. (English) Zbl 1268.62056 Neural Comput. 24, No. 11, 3052-3090 (2012). MSC: 62H25 62P10 65C60 PDFBibTeX XMLCite \textit{S. Vahdat} et al., Neural Comput. 24, No. 11, 3052--3090 (2012; Zbl 1268.62056) Full Text: DOI
Lepora, Nathan F.; Gurney, Kevin N. The basal ganglia optimize decision making over general perceptual hypotheses. (English) Zbl 1268.92025 Neural Comput. 24, No. 11, 2924-2945 (2012). MSC: 92C20 91E30 92C55 62P10 PDFBibTeX XMLCite \textit{N. F. Lepora} and \textit{K. N. Gurney}, Neural Comput. 24, No. 11, 2924--2945 (2012; Zbl 1268.92025) Full Text: DOI
Takenouchi, Takashi; Komori, Osamu; Eguchi, Shinto An extension of the receiver operating characteristic curve and AUC-optimal classification. (English) Zbl 1268.62060 Neural Comput. 24, No. 10, 2789-2824 (2012). MSC: 62H30 65C60 62P10 PDFBibTeX XMLCite \textit{T. Takenouchi} et al., Neural Comput. 24, No. 10, 2789--2824 (2012; Zbl 1268.62060) Full Text: DOI
Laparra, Valero; Jiménez, Sandra; Camps-Valls, Gustavo; Malo, Jesús Nonlinearities and adaptation of color vision from sequential principal curves analysis. (English) Zbl 1268.92080 Neural Comput. 24, No. 10, 2751-2788 (2012). MSC: 92C55 91E30 62P10 92-08 PDFBibTeX XMLCite \textit{V. Laparra} et al., Neural Comput. 24, No. 10, 2751--2788 (2012; Zbl 1268.92080) Full Text: DOI arXiv
Salakhutdinov, Ruslan; Hinton, Geoffrey An efficient learning procedure for deep Boltzmann machines. (English) Zbl 1247.68223 Neural Comput. 24, No. 8, 1967-2006 (2012). MSC: 68T05 62A09 PDFBibTeX XMLCite \textit{R. Salakhutdinov} and \textit{G. Hinton}, Neural Comput. 24, No. 8, 1967--2006 (2012; Zbl 1247.68223) Full Text: DOI
Chalak, Karim; White, Halbert Causality, conditional independence, and graphical separation in settable systems. (English) Zbl 1270.62018 Neural Comput. 24, No. 7, 1611-1668 (2012). MSC: 62A99 PDFBibTeX XMLCite \textit{K. Chalak} and \textit{H. White}, Neural Comput. 24, No. 7, 1611--1668 (2012; Zbl 1270.62018) Full Text: DOI
Baram, Yoram Noninvertibility, chaotic coding, and chaotic multiplexity of synaptically modulated neural firing. (English) Zbl 1237.92009 Neural Comput. 24, No. 3, 676-699 (2012). MSC: 92C20 37D45 37N25 65C20 PDFBibTeX XMLCite \textit{Y. Baram}, Neural Comput. 24, No. 3, 676--699 (2012; Zbl 1237.92009) Full Text: DOI
Fortney, Kristen; Tweed, Douglas B. Computational advantages of reverberating loops for sensorimotor learning. (English) Zbl 1237.92013 Neural Comput. 24, No. 3, 611-634 (2012). MSC: 92C20 65C20 PDFBibTeX XMLCite \textit{K. Fortney} and \textit{D. B. Tweed}, Neural Comput. 24, No. 3, 611--634 (2012; Zbl 1237.92013) Full Text: DOI
Famulare, Michael; Farihall, Adrienne Erratum to “Feature selection in simple neurons: how coding depends on spiking dynamics”. (English) Zbl 1294.92006 Neural Comput. 24, No. 2, 576 (2012). MSC: 92C20 62M20 65C20 62P10 PDFBibTeX XMLCite \textit{M. Famulare} and \textit{A. Farihall}, Neural Comput. 24, No. 2, 576 (2012; Zbl 1294.92006) Full Text: DOI
Dauwels, Justin; Weber, Theophane; Vialatte, François; Musha, Toshimitsu; Cichocki, Andrzej Quantifying statistical interdependence. III: \(N>2\) point processes. (English) Zbl 1402.92016 Neural Comput. 24, No. 2, 408-454 (2012). MSC: 92B15 92C55 92C20 62P10 60G55 PDFBibTeX XMLCite \textit{J. Dauwels} et al., Neural Comput. 24, No. 2, 408--454 (2012; Zbl 1402.92016) Full Text: DOI
White, Halbert; Cho, Jin Seo Higher-order approximations for testing neglected nonlinearity. (English) Zbl 1437.62359 Neural Comput. 24, No. 1, 273-287 (2012). MSC: 62M45 62E20 65C05 PDFBibTeX XMLCite \textit{H. White} and \textit{J. S. Cho}, Neural Comput. 24, No. 1, 273--287 (2012; Zbl 1437.62359) Full Text: DOI