By Cong, Fengyu; Lyytinen, Heikki; Ristaniemi, Tapani
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Additional info for Advanced signal processing on brain event-related potentials : filtering ERPs in time, frequency and space domains sequentially and simultaneously
1). Florida, USA: CRC Press. Berger, H. (1929). Ueber das Elektrenkephalogramm des Menschen. Archives fur Psychiatrie Nervenkrankheiten, 87, 527–570. Cohen, M. X. (2014). Analyzing Neural Time Series Data: Theory and Practice. Cambridge, MA: The MIT Press. , Nandi, A. , . . Ristaniemi, T. (2013). Linking brain responses to naturalistic music through analysis of ongoing EEG and stimulus features. IEEE Transactions on Multimedia, 15(5), 1060–1069. , & Ristaniemi, T. (2011). Determining the Number of Sources in High-density EEG Recordings of Event-related Potentials by Model Order Selection.
A) Mangitude responses. (b) Phase responses. The duration of the unit impulse is 1400 ms (−700 to 700 ms). 11. March 4, 2015 5:46 Advanced Signal Processing on Brain ERPs 9 x 6in b1907-ch02 page 39 Wavelet Filter Design Based on Frequency Responses 39 output of the averaged EEG data is expressed as ym (t) = f [z m (t)] = f am,1 · s1 (t) + · · · + am,r · sr (t) + · · · + am,R · s R (t) + υm (t) = f am,1 · s1 (t) + · · · + f am,r · sr (t) + · · · + f am,R · s R (t) + f [υm (t)] = am,1 · f [s1 (t)] + · · · + am,r · f [sr (t)] + · · · + am,R · f [s R (t)] + f [υm (t)].
Ristaniemi, T. (2010). Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials. In L. Zhang, J. -L. ). ISNN 2010, Part II, Lecture Notes in Computer Science, 6064, 385–391. , & Ristaniemi, T. (2011). Can back-projection fully resolve polarity indeterminacy of ICA in study of ERP? Biomedical Signal Processing and Control, 6(4), 422–426. , & Ristaniemi, T. (2011). Analysis on subtracting projection of extracted independent components from EEG recordings.