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Event-related potentials (ERPs) and event-related synchronization\/desynchronization (ERS\/ERD) are extracted from EEG, which are used as evaluation indexes to distinguish between vibration and pressure, and also to discriminate sensation grades. Results show that five-phase P1\u2013N1\u2013P2\u2013N2\u2013P3 deflection is induced in EEG. Using amplitudes of latter ERP components (N2 and P3), vibration and pressure sensations can be discriminated on both individual and grand-averaged ERP ([Formula: see text]). The grand-average ERPs can distinguish the three sensations grades, but there is no significant difference on individuals. In addition, ERS\/ERD features of mu rhythm (8\u201313[Formula: see text]Hz) are adopted. Vibration and pressure sensations can be discriminated on grand-average ERS\/ERD ([Formula: see text]), but only some individuals show significant difference. The grand-averaged results show that most sensation grades can be differentiated, and most pairwise comparisons show significant difference on individuals ([Formula: see text]). The work suggests that ERP- and ERS\/ERD-based EEG features may have potential to quantify tactile sensations for medical diagnosis or engineering applications. <\/jats:p>","DOI":"10.1142\/s0129065716500064","type":"journal-article","created":{"date-parts":[[2015,12,15]],"date-time":"2015-12-15T02:26:46Z","timestamp":1450146406000},"page":"1650006","source":"Crossref","is-referenced-by-count":41,"title":["Quantifying Different Tactile Sensations Evoked by Cutaneous Electrical Stimulation Using Electroencephalography Features"],"prefix":"10.1142","volume":"26","author":[{"given":"Dingguo","family":"Zhang","sequence":"first","affiliation":[{"name":"State Key Laboratory of Mechanical Systems and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, #800 Dongchuan Road, Minhang District, Shanghai 200240, P. R. 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