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    ICONIP
    2007
    106views Information Technology» more  ICONIP 2007»
    Policy Learning for Motor Skills
    13 years 6 months ago
    Policy Learning for Motor Skills
    Download  www.kyb.tuebingen.mpg.de
    Policy learning which allows autonomous robots to adapt to novel situations has been a long standing vision of robotics, artificial intelligence, and cognitive sciences. However, ...
    Jan Peters, Stefan Schaal
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    ICONIP
    2007
    109views Information Technology» more  ICONIP 2007»
    Dynamical Nonstationarity Analysis of Resting EEGs in Alzheimer's Disease
    13 years 6 months ago
    Dynamical Nonstationarity Analysis of Resting EEGs in Alzheimer's Disease
    Download  www.tech.plym.ac.uk
    The understanding of nonstationarity, from both a dynamical and a statistical point of view, has turned from a constraint on application of a specific type of analysis (e.g. spectr...
    Charles-Francois Vincent Latchoumane, Emmanuel C. ...
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    ICONIP
    2007
    113views Information Technology» more  ICONIP 2007»
    A Kolmogorov-Smirnov Correlation-Based Filter for Microarray Data
    13 years 6 months ago
    A Kolmogorov-Smirnov Correlation-Based Filter for Microarray Data
    Download  www.fizyka.umk.pl
    Abstract. A filter algorithm using F-measure has been used with feature redundancy removal based on the Kolmogorov-Smirnov (KS) test for rough equality of statistical distribution...
    Jacek Biesiada, Wlodzislaw Duch
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    ICONIP
    2007
    81views Information Technology» more  ICONIP 2007»
    Neural Decoding of Movements: From Linear to Nonlinear Trajectory Models
    13 years 6 months ago
    Neural Decoding of Movements: From Linear to Nonlinear Trajectory Models
    Download  www-npl.stanford.edu
    To date, the neural decoding of time-evolving physical state – for example, the path of a foraging rat or arm movements – has been largely carried out using linear trajectory m...
    Byron M. Yu, John P. Cunningham, Krishna V. Shenoy...
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    ICONIP
    2007
    102views Information Technology» more  ICONIP 2007»
    RNN with a Recurrent Output Layer for Learning of Naturalness
    13 years 6 months ago
    RNN with a Recurrent Output Layer for Learning of Naturalness
    Download  bsrc.kaist.ac.kr
    – The behavior of recurrent neural networks with a recurrent output layer (ROL) is described mathematically and it is shown that using ROL is not only advantageous, but is in fac...
    Ján Dolinský, Hideyuki Takagi
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    ICONIP
    2007
    103views Information Technology» more  ICONIP 2007»
    Practical Recurrent Learning (PRL) in the Discrete Time Domain
    13 years 6 months ago
    Practical Recurrent Learning (PRL) in the Discrete Time Domain
    Download  shws.cc.oita-u.ac.jp
    One of the authors has proposed a simple learning algorithm for recurrent neural networks, which requires computational cost and memory capacity in practical order O(n2 )[1]. The a...
    Mohamad Faizal Bin Samsudin, Takeshi Hirose, Katsu...
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    ICONIP
    2007
    103views Information Technology» more  ICONIP 2007»
    A System Model for Real-Time Sensorimotor Processing in Brain
    13 years 6 months ago
    A System Model for Real-Time Sensorimotor Processing in Brain
    Download  www.hi.is.uec.ac.jp
    Abstract. The present paper addresses a general diagram to investigate the real-time parallel computation mechanism in the brain, using an idea of “Gantt chart.” This diagram e...
    Yutaka Sakaguchi
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    ICONIP
    2007
    138views Information Technology» more  ICONIP 2007»
    Using Image Stimuli to Drive fMRI Analysis
    13 years 6 months ago
    Using Image Stimuli to Drive fMRI Analysis
    Download  eprints.pascal-network.org
    We introduce a new unsupervised fMRI analysis method based on Kernel Canonical Correlation Analysis which differs from the class of supervised learning methods that are increasing...
    David R. Hardoon, Janaina Mourão Miranda, M...
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    ICONIP
    2007
    94views Information Technology» more  ICONIP 2007»
    Hierarchical Feature Extraction for Compact Representation and Classification of Datasets
    13 years 6 months ago
    Hierarchical Feature Extraction for Compact Representation and Classification of Datasets
    Download  ml.cs.tu-berlin.de
    Markus Schubert, Jens Kohlmorgen
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    ICONIP
    2007
    94views Information Technology» more  ICONIP 2007»
    The Detection of an Approaching Sound Source Using Pulsed Neural Network
    13 years 6 months ago
    The Detection of an Approaching Sound Source Using Pulsed Neural Network
    Download  www.mauriciokugler.com
    Current automobiles’ safety systems based on video cameras and movement sensors fail when objects are out of the line of sight. This paper proposes a system based on pulsed neura...
    Kaname Iwasa, Takeshi Fujisumi, Mauricio Kugler, S...
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