BioSig: The Free and Open Source Software Library for Biomedical Signal Processing
Top Cited Papers
Open Access
- 1 January 2011
- journal article
- research article
- Published by Wiley in Computational Intelligence and Neuroscience
- Vol. 2011, 1-12
Abstract
BioSig is an open source software library for biomedical signal processing. The aim of the BioSig project is to foster research in biomedical signal processing by providing free and open source software tools for many different application areas. Some of the areas where BioSig can be employed are neuroinformatics, brain-computer interfaces, neurophysiology, psychology, cardiovascular systems, and sleep research. Moreover, the analysis of biosignals such as the electroencephalogram (EEG), electrocorticogram (ECoG), electrocardiogram (ECG), electrooculogram (EOG), electromyogram (EMG), or respiration signals is a very relevant element of the BioSig project. Specifically, BioSig provides solutions for data acquisition, artifact processing, quality control, feature extraction, classification, modeling, and data visualization, to name a few. In this paper, we highlight several methods to help students and researchers to work more efficiently with biomedical signals.Keywords
Funding Information
- European Commission (FP7-ICT-248326, MEIF-CT-2006-40666)
- European Commission (FP7-ICT-248326, MEIF-CT-2006-40666)
This publication has 30 references indexed in Scilit:
- Cross-Correlation of Motor Activity Signals from dc-Magnetoencephalography, Near-Infrared Spectroscopy, and ElectromyographyComputational Intelligence and Neuroscience, 2010
- Recent advances in modeling and analysis of bioelectric and biomagnetic sourcesBiomedical Engineering / Biomedizinische Technik, 2010
- Time Domain Parameters as a feature for EEG-based Brain–Computer InterfacesNeural Networks, 2009
- Directed Cortical Information Flow during Human Object Recognition: Analyzing Induced EEG Gamma-Band Responses in Brain's Source SpacePLOS ONE, 2007
- SHORT COMMUNICATIONS: Semantic memory retrieval: cortical couplings in object recognition in the N400 windowEuropean Journal of Neuroscience, 2005
- Identifying true brain interaction from EEG data using the imaginary part of coherencyClinical Neurophysiology, 2004
- Quality control of polysomnographic sleep data by histogram and entropy analysisClinical Neurophysiology, 1999
- EEG-Based Communication: Evaluation of Alternative Signal Prediction Methods - EEG-basierte Kommunikation: Evaluierung alternativer Methoden zur SignalprädiktionBiomedical Engineering / Biomedizinische Technik, 1997
- A new method of the description of the information flow in the brain structuresBiological Cybernetics, 1991
- A Coefficient of Agreement for Nominal ScalesEducational and Psychological Measurement, 1960