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Titlebook: Neural Information Processing; 20th International C Minho Lee,Akira Hirose,Rhee Man Kil Conference proceedings 2013 Springer-Verlag Berlin

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NeuCubeRehab: A Pilot Study for EEG Classification in Rehabilitation Practice Based on Spiking Neurnals corresponding to three imaginary wrist motions are collected and classified. The NeuCube architecture provides promising classification results, which demonstrates our proposed method is capable of extracting the voluntary intention in the rehabilitation practice.
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Random Segmentation Based Principal Component Analysis to Remove Residual MR Gradient Artifact in tcomponent analysis (rsPCA). The performance of rsPCA was compared to that of the independent component analysis (ICA) method using data acquired from a motor imagery task. The results indicated that rsPCA could suppress further the residual MR gradient artifacts remained from the AAS step compared to the ICA method.
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Detection of Driving Fatigue Based on Grip Force on Steering Wheel with Wavelet Transformation and on the task of discriminating drowsy and awake states. SVM with radial basis function reaches the best accuracy, 75% on average. The results show that variation in grip forces on steering wheel can be used to effectively detect drivers’ fatigue.
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Conference proceedings 2013sing, ICONIP 2013, held in Daegu, Korea, in November 2013. The 180 full and 75 poster papers presented together with 4 extended abstracts were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of n
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Distance- and Direction-Dependent Synaptic Weight Distributions for Directional Spike Propagation iitatory connections to excitatory neurons (E–E) and inhibitory interneurons (E–I) are updated through spike-timing dependent plasticity. In this study, we show that both E–E and E–I connections have distance- and direction-dependent synaptic weight distributions in the recurrent network. E–E and E–I
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Modulated Neuronal Activity and Connectivity of Smoking Resist Using Real-Time fMRI Neurofeedback,vity within regions-of-interest (ROIs). Despite the fact that the functional connectivity (FC) between ROIs has also been modulated via rt-fMRI neurofeedback (NF), however there is no study to explicitly provide the FC patterns in addition to neuronal activity levels during rt-fMRI NF trials. In thi
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