Neural Data Analysis

Neural Data Analysis is a methodological subfield of computational neuroscience and neural engineering that develops and applies quantitative, statistical, and computational techniques to extract, model, and interpret information from experimentally or clinically acquired neural signals.

Publications

475.8K

Citations

17.9K

Authors

3.6K

Institutions

Publications per year

2017–2026

2.4K

Parents

Computational NeuroscienceNeural Engineering

Children

Artifact RemovalBrain-computer Interface Signal AnalysisCalcium Imaging AnalysisClosed-loop Neural Data AnalysisEffective ConnectivityElectrophysiological Data AnalysisFunctional Magnetic Resonance Imaging AnalysisSpike Sorting

Publications

EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis

Arnaud Delorme, Scott Makeig · Journal of Neuroscience Methods · 2004 · 25K citations

Life Sciences, Neuroscience, Electrophysiology +13

FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data

Robert Oostenveld, Pascal Fries, Eric Maris et al. · Computational Intelligence and Neuroscience · 2010 · 11.3K citations · Full text

Engineering, Bioengineering, Neuroscience +17

Statistical parametric maps in functional imaging: A general linear approach

Karl Friston, Andrew P. Holmes, Keith J. Worsley et al. · Human Brain Mapping · 1994 · 9.8K citations

Medicine, Biostatistics, Neuroscience +13

Nonparametric statistical testing of EEG- and MEG-data

Eric Maris, Robert Oostenveld · Journal of Neuroscience Methods · 2007 · 9.2K citations

Life Sciences, Biostatistics, Neuroscience +10

A robust and high-throughput Cre reporting and characterization system for the whole mouse brain

Linda Madisen, Theresa A. Zwingman, Susan M. Sunkin et al. · Nature Neuroscience · 2009 · 7.4K citations · Full text

Life Sciences, Neurobiology, Neuroscience +10

1–5 of 5K

Authors

17.9K

VD
Vince D. Calhoun
Mind Research Network, United States
135 publications · 11.7K citations
51
h-index
SM
Stephen M. Smith
University of Oxford, United Kingdom
34 publications · 18.3K citations
30
h-index
RA
Russell A. Poldrack
Stanford University, United States
39 publications · 13.6K citations
28
h-index
AG
Alexandre Gramfort
Commissariat à l'Énergie Atomique et aux Énergies Alternatives, France
28 publications · 11K citations
24
h-index
KF
Karl Friston
University College London, United Kingdom
31 publications · 15.8K citations
24
h-index

1–5 of 17.9K

Institutions

3.6K

1–8 of 3.6K

Venues

NeuroImage
471 publications · 74.5K citations
121
h-index
Human Brain Mapping
164 publications · 31.6K citations
66
h-index
Journal of Neuroscience Methods
161 publications · 45.4K citations
50
h-index
Frontiers in Neuroinformatics
113 publications · 16.9K citations
47
h-index
Frontiers in Neuroscience
123 publications · 13.5K citations
45
h-index

1–5