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When people observe the actions of others, they always try to understand the intentions underlying the actions. The neural mechanism of this understanding is referred to as the mirror neuron system (MNS). Different actions may correspond to different intentions, and the activation of the MNS in the human brain may also be slightly different. The present study distinguishes these differences according...
With advances in brain-computer interface (BCI) research for the practical use of BCI systems, few-channel BCI systems have become necessary. The common spatial pattern (CSP) algorithm is a classic and powerful tool for extraction of features for motor imagery in BCI systems. However, previous studies show that this algorithm is not suitable for few-channel systems. In this study, phase space reconstruction...
This paper proposes a novel hybrid GA/SVM method that can predict the interactions between proteins intermediated by the protein-domain relations. Firstly, we represented a protein by the domains contained inside, which can consider the effects of domain duplication. To simulate the combination of different domains, a transformation of the domain composition was taken subsequently. Further, a genetic...
The ability to identity protein-protein binding sites has important implications for drug design and understanding cell activity. This paper presents a method that can predict protein binding sites of transient protein-protein interactions using protein residue conservation and evolution information, i.e., spatial sequence profile, sequence information entropy and evolution rate. A two-stage predictor...
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