Transactions on Neural Systems and Rehabilitation Engineering
Featured Articles
Highly Efficient Compression Algorithms for Multichannel EEG
The difficulty associated with processing and understanding the high dimensionality of electroencephalogram (EEG) data requires developing efficient and robust compression algorithms. In this paper, different lossless compression techniques of single and multichannel EEG data, including Huffman coding, arithmetic coding, Markov...
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Posted on 15 MAY 2018
Articles, Published Articles
A Transform-Based Feature Extraction Approach for Motor Imagery Tasks Classification
In this paper, we present a new motor imagery classification method in the context of electroencephalography (EEG)-based brain–computer interface (BCI). This method uses a signal-dependent orthogonal transform, referred to as linear prediction singular value decomposition (LP-SVD), for feature extraction. The...
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Posted on 17 NOV 2015
Featured Articles
Denoising MR Spectroscopic Imaging Data with Low-Rank Approximations
Hien Nguyen, Xi Peng, Minh Do, Zhi-Pei Liang
Volume: 60, Issue:1, Part 1, Pages: 78-89, Abstract
Publication Year: 2013
MR spectroscopic imaging (MRSI) is a unique, powerful modality for non-invasive metabolic studies. For example, in neuroimaging studies, MRSI is so far the only non-invasive...
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Posted on 17 DEC 2012