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Kernel functions

The Effect of STDP Temporal Kernel Structure on the Learning Dynamics of Single Excitatory and Inhibitory Synapses

Yotam Luz, Maoz Shamir

published 07 Jul 2014

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A Feature Fusion Based Forecasting Model for Financial Time Series

Zhiqiang Guo, Huaiqing Wang, Quan Liu, Jie Yang

published 27 Jun 2014

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Multilevel Hierarchical Kernel Spectral Clustering for Real-Life Large Scale Complex Networks

Raghvendra Mall, Rocco Langone, Johan A. K. Suykens

published 20 Jun 2014

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Classification of Four-Class Motor Imagery Employing Single-Channel Electroencephalography

Sheng Ge, Ruimin Wang, Dongchuan Yu

published 20 Jun 2014

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Rare Variants Detection with Kernel Machine Learning Based on Likelihood Ratio Test

Ping Zeng, Yang Zhao, Liwei Zhang, Shuiping Huang, Feng Chen

published 27 Mar 2014

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Feature Selection for Chemical Sensor Arrays Using Mutual Information

X. Rosalind Wang, Joseph T. Lizier, Thomas Nowotny, Amalia Z. Berna, Mikhail Prokopenko, Stephen C. Trowell

published 04 Mar 2014

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Effective Dysphonia Detection Using Feature Dimension Reduction and Kernel Density Estimation for Patients with Parkinson’s Disease

Shanshan Yang, Fang Zheng, Xin Luo, Suxian Cai, Yunfeng Wu, Kaizhi Liu, Meihong Wu, Jian Chen, Sridhar Krishnan

published 20 Feb 2014

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Assessing Intraspecific Variation in Effective Dispersal Along an Altitudinal Gradient: A Test in Two Mediterranean High-Mountain Plants

Carlos Lara-Romero, Juan J. Robledo-Arnuncio, Alfredo García-Fernández, Jose M. Iriondo

published 29 Jan 2014

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Estimating Respiratory and Heart Rates from the Correntropy Spectral Density of the Photoplethysmogram

Ainara Garde, Walter Karlen, J. Mark Ansermino, Guy A. Dumont

published 22 Jan 2014

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Comparison of EEG-Features and Classification Methods for Motor Imagery in Patients with Disorders of Consciousness

Yvonne Höller, Jürgen Bergmann, Aljoscha Thomschewski, Martin Kronbichler, Peter Höller, Julia S. Crone, Elisabeth V. Schmid, Kevin Butz, Raffaele Nardone, Eugen Trinka

published 25 Nov 2013

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Drug Repositioning by Kernel-Based Integration of Molecular Structure, Molecular Activity, and Phenotype Data

Yongcui Wang, Shilong Chen, Naiyang Deng, Yong Wang

published 11 Nov 2013

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Mapping the Shapes of Phylogenetic Trees from Human and Zoonotic RNA Viruses

Art F. Y. Poon, Lorne W. Walker, Heather Murray, Rosemary M. McCloskey, P. Richard Harrigan, Richard H. Liang

published 01 Nov 2013

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Efficient Parallel Levenberg-Marquardt Model Fitting towards Real-Time Automated Parametric Imaging Microscopy

Xiang Zhu, Dianwen Zhang

published 10 Oct 2013

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