Login



Other Articles by Author(s)

Luigi Bianchi



Author(s) and WSEAS

Luigi Bianchi


WSEAS Transactions on Systems and Control


Print ISSN: 1991-8763
E-ISSN: 2224-2856

Volume 13, 2018

Notice: As of 2014 and for the forthcoming years, the publication frequency/periodicity of WSEAS Journals is adapted to the 'continuously updated' model. What this means is that instead of being separated into issues, new papers will be added on a continuous basis, allowing a more regular flow and shorter publication times. The papers will appear in reverse order, therefore the most recent one will be on top.


Volume 13, 2018



The NPXLab Suite 2018: a Free Features Rich Set of Tools for the Analysis of Neuro-Electric Signals

AUTHORS: Luigi Bianchi

Download as PDF

ABSTRACT: In this manuscript an overview of the features of the NPXLab Suite, is provided. Designed to analyze electroencephalographic data (EEG), it has been successfully used in several scientific publications and downloaded from all over the world. It allows to compute Event Related Potentials, to perform Spectral Analysis, Statistical tests, to analyze Brain-Computer Interface signals as well as to manipulate files in an easy to use environment. Available for free at www.brainterface.com, it supports several different file formats also from commercial EEG/MEG system vendors

KEYWORDS: NPXLab, EEG, MEG, ERP, Spectral Analysis, ICA, File Conversion

REFERENCES:

[1] Pascual-Marqui, R. D., Michel, C. M. and Lehmann, D. (1994) Low resolution electromagnetic tomography: a new method for localizing electrical activity in the brain. Int J Psychophysiol, 18(1), pp. 49-65 (http://www.uzh.ch/keyinst/loreta.htm).

[2] Bob Kemp. “Polyman”. Software available at https://physionet.org/pn4/sleep-edfx/Polyman.

[3] Y. Renard, F. Lotte, G. Gibert, M. Congedo, E. Maby, V. Delannoy, O. Bertrand, A. Lécuyer, “OpenViBE: An Open-Source Software Platform to Design, Test and Use Brain-Computer Interfaces in Real and Virtual Environments”, Presence : teleoperators and virtual environments, vol. 19, no 1, 2010. Software available at http://openvibe.inria.fr/

[4] A Delorme & S Makeig (2004) EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics. Journal of Neuroscience Methods 134:9- 21. Software available at https://sccn.ucsd.edu/eeglab/index.php

[5] Oostenveld, R., Fries, P., Maris, E., Schoffelen, JM (2011) FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data. Computational Intelligence and Neuroscience Volume 2011 (2011), Article ID 156869, doi:10.1155/2011/156869 Software available at http://www.fieldtriptoolbox.org/

[6] Bianchi L, Quitadamo LR, Abbafati M, Marciani MG and Saggio G (2009). 'Introducing NPXLab 2010: a tool for the analysis and optimization of P300 based Brain-Computer Interfaces'. In: Proceeding of the 2nd International Symposium on Applied Sciences in Biomedical and Communication Technologies. Bratislava, Slovak Republic, November 24-27, 2009. Software available at http://www.brainterface.com/

[7] Bianchi L, Babiloni F, Cincotti F, Arrivas M, Marciani MG. (2003). Developing wearable biofeedback systems: a general-purpose platform. IEEE Transactions on Neural Systems and Rehabilitation Engineering. vol. 11, pp. 117-119 ISSN: 1534-4320.

[8] Quitadamo LR, Abbafati M, Cardarilli GC, Mattia D, Cincotti F, Babiloni F, Bianchi L (2012). Evaluation of the performances of different P300 based brain–computer interfaces by means of the efficiency metric. Journal of Neuroscience Methods, vol. 203, p. 361-368, ISSN: 0165-0270

[9] Bianchi L., Sami S, Hillebrand A, Fawcett IP, Quitadamo LR, Seri S (2010). 'Which Physiological Components are More Suitable for Visual ERP Based Brain-Computer Interface? A Preliminary MEG/EEG Study'. Brain Topography, vol. 23; p. 180-185

[10] Bianciardi M, Bianchi L., Garreffa G, Abbafati M, Di Russo F, Marciani MG, Macaluso E. (2009). Single-epoch analysis of interleaved evoked potentials and fMRI responses during steady-state visual stimulation. Clinical Neurophysiology. ISSN: 1388-2457.

[11] Bianchi L, Quitadamo LR, Marciani MG, Maraviglia B, Abbafati M, Garreffa G. (2007). How the NPX data format handles EEG data acquired simultaneously with fMRI. Magnetic Resonance Imaging. vol. 25(6), pp. 1011-1014 ISSN: 0730- 725X.

[12] Liguori C, Albanese M, Romigi A, Izzi F, Natoli S, Leonardis F, Leonardis C, Bianchi L, Marciani MG, Placidi F (2013). Unexpected total recovery in a patient with post-anoxic complete alpha coma predicted by recording of cortical SEPs. Clinical Neurophysiology, vol. 124, p. 2450-2453, ISSN: 1388-2457

[13] Lugo ZR, Quitadamo LR, Bianchi L, Pellas F, Veser S, Lesenfants D, Real RG, Herbert C, Guger C, Kotchoubey B, Mattia D, Kübler A, Laureys S, Noirhomme Q.Cognitive Processing in NonCommunicative Patients: What Can Event-Related Potentials Tell Us?. Front Hum Neurosci. 2016 Nov 14;10:569.

[14] Bob Kemp, Alpo Värri, Agostinho C. Rosa, Kim D. Nielsen and John Gade. 'A simple format for exchange of digitized polygraphic recordings'. Electroencephalography and Clinical Neurophysiology, 82 (1992): 391-393.

WSEAS Transactions on Systems and Control, ISSN / E-ISSN: 1991-8763 / 2224-2856, Volume 13, 2018, Art. #18, pp. 145-152


Copyright © 2018 Author(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution License 4.0

Bulletin Board

Currently:

The editorial board is accepting papers.


WSEAS Main Site