Vadim V. Nikulin

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 29

Top Topics

Spatial Patterns

Dimensionality Reduction

Top Venues

PLoS Comput. Biol.

Frontiers Neuroinformatics

Publications

Arian Beckmann, Tilman Stephani, Felix Klotzsche, Yonghao Chen, Simon M. Hofmann, Arno Villringer, Michael Gaebler, Vadim V. Nikulin, Sebastian Bosse, Peter Eisert, Anna Hilsmann
EEG-Features for Generalized Deepfake Detection. CoRR (2024)
Carmen Vidaurre, Vadim V. Nikulin, María Herrojo Ruiz
Identification of spatial patterns with maximum association between power of resting state neural oscillations and trait anxiety. Neural Comput. Appl. 35 (8) (2023)
Carmen Vidaurre, K. Gurunandan, Mina Jamshidi Idaji, Guido Nolte, Marisol Gómez, Arno Villringer, Klaus-Robert Müller, Vadim V. Nikulin
Novel multivariate methods to track frequency shifts of neural oscillations in EEG/MEG recordings. NeuroImage 276 (2023)
Elena Cesnaite, Paul Steinfath, Mina Jamshidi Idaji, Tilman Stephani, Deniz Kumral, Stefan Haufe, Christian Sander, Tilman Hensch, Ulrich Hegerl, Steffi Riedel-Heller, Susanne Röhr, Matthias L. Schroeter, A. Veronica Witte, Arno Villringer, Vadim V. Nikulin
Alterations in rhythmic and non-rhythmic resting-state EEG activity and their link to cognition in older age. NeuroImage 268 (2023)
Franziska Pellegrini, Arnaud Delorme, Vadim V. Nikulin, Stefan Haufe
Identifying good practices for detecting inter-regional linear functional connectivity from EEG. NeuroImage 277 (2023)
Tania Jorajuría, Mina Jamshidi Idaji, Zafer Iscan, Marisol Gómez, Vadim V. Nikulin, Carmen Vidaurre
Oscillatory Source Tensor Discriminant Analysis (OSTDA): A regularized tensor pipeline for SSVEP-based BCI systems. Neurocomputing 492 (2022)
Natalie Schaworonkow, Vadim V. Nikulin
Is sensor space analysis good enough? Spatial patterns as a tool for assessing spatial mixing of EEG/MEG rhythms. NeuroImage 253 (2022)
Tilman Stephani, Birgit Nierula, Arno Villringer, Falk Eippert, Vadim V. Nikulin
Cortical response variability is driven by local excitability changes with somatotopic organization. NeuroImage 264 (2022)
Mina Jamshidi Idaji, Juanli Zhang, Tilman Stephani, Guido Nolte, Klaus-Robert Müller, Arno Villringer, Vadim V. Nikulin
Harmoni: A method for eliminating spurious interactions due to the harmonic components in neuronal data. NeuroImage 252 (2022)
Alina A. Studenova, Arno Villringer, Vadim V. Nikulin
Non-zero mean alpha oscillations revealed with computational model and empirical data. PLoS Comput. Biol. 18 (7) (2022)
Moritz Gerster, Gunnar Waterstraat, Vladimir Litvak, Klaus Lehnertz, Alfons Schnitzler, Esther Florin, Gabriel Curio, Vadim V. Nikulin
Separating Neural Oscillations from Aperiodic 1/f Activity: Challenges and Recommendations. Neuroinformatics 20 (4) (2022)
Luca Iemi, Laura Gwilliams, Jason Samaha, Ryszard Auksztulewicz, Yael M. Cycowicz, Jean-Remi King, Vadim V. Nikulin, Thomas Thesen, Werner K. Doyle, Orrin Devinsky, Charles E. Schroeder, Lucia Melloni, Saskia Haegens
Ongoing neural oscillations influence behavior and sensory representations by suppressing neuronal excitability. NeuroImage 247 (2022)
Esra Al, Fivos Iliopoulos, Vadim V. Nikulin, Arno Villringer
Heartbeat and somatosensory perception. NeuroImage 238 (2021)
Juanli Zhang, Mina Jamshidi Idaji, Arno Villringer, Vadim V. Nikulin
Neuronal biomarkers of Parkinson's disease are present in healthy aging. NeuroImage 243 (2021)
Carmen Vidaurre, Vadim V. Nikulin, M. Herrojo Ruiz
Optimized alpha band patterns correlated with trait anxiety. CBMS (2021)
Carmen Vidaurre, Marisol Gómez, Guido Nolte, Arno Villringer, Katherina von Carlowitz-Ghori, Vadim V. Nikulin
Sources of linear and non-linear synchrony between brain and muscles: Linear and non-linear CMC sources. BCI (2020)
Mina Jamshidi Idaji, Klaus-Robert Müller, Guido Nolte, Burkhard Maess, Arno Villringer, Vadim V. Nikulin
Nonlinear interaction decomposition (NID): A method for separation of cross-frequency coupled sources in human brain. NeuroImage 211 (2020)
Deniz Kumral, F. Sansal, Elena Cesnaite, Keyvan Mahjoory, Esra Al, Michael Gaebler, Vadim V. Nikulin, Arno Villringer
BOLD and EEG signal variability at rest differently relate to aging in the human brain. NeuroImage 207 (2020)
Natalie Schaworonkow, Vadim V. Nikulin
Spatial neuronal synchronization and the waveform of oscillations: Implications for EEG and MEG. PLoS Comput. Biol. 15 (5) (2019)
Keyvan Mahjoory, Elena Cesnaite, Friederike U. Hohlefeld, Arno Villringer, Vadim V. Nikulin
Power and temporal dynamics of alpha oscillations at rest differentiate cognitive performance involving sustained and phasic cognitive control. NeuroImage 188 (2019)
Carmen Vidaurre, Ander Ramos-Murguialday, Stefan Haufe, M. Gómez, Klaus-Robert Müller, Vadim V. Nikulin
Enhancing sensorimotor BCI performance with assistive afferent activity: An online evaluation. NeuroImage 199 (2019)
Carmen Vidaurre, Guido Nolte, Ingmar E. J. de Vries, M. Gómez, Tjeerd W. Boonstra, Klaus-Robert Müller, Arno Villringer, Vadim V. Nikulin
Canonical maximization of coherence: A novel tool for investigation of neuronal interactions between two datasets. NeuroImage 201 (2019)
Denis Volk, Igor Dubinin, Alexandra Myasnikova, Boris S. Gutkin, Vadim V. Nikulin
Generalized Cross-Frequency Decomposition: A Method for the Extraction of Neuronal Components Coupled at Different Frequencies. Frontiers Neuroinformatics 12 (2018)
Felix Klotzsche, Alberto Mariola, Simon M. Hofmann, Vadim V. Nikulin, Arno Villringer, Michael Gaebler
Using EEG to Decode Subjective Levels of Emotional Arousal During an Immersive VR Roller Coaster Ride. VR (2018)
Simon M. Hofmann, Felix Klotzsche, Alberto Mariola, Vadim V. Nikulin, Arno Villringer, Michael Gaebler
Decoding Subjective Emotional Arousal during a Naturalistic VR Experience from EEG Using LSTMs. AIVR (2018)
Keyvan Mahjoory, Vadim V. Nikulin, Loïc Botrel, Klaus Linkenkaer-Hansen, Marco Fato, Stefan Haufe
Consistency of EEG source localization and connectivity estimates. NeuroImage 152 (2017)
Gunnar Waterstraat, Gabriel Curio, Vadim V. Nikulin
On optimal spatial filtering for the detection of phase coupling in multivariate neural recordings. NeuroImage 157 (2017)
Wojciech Samek, Duncan A. J. Blythe, Gabriel Curio, Klaus-Robert Müller, Benjamin Blankertz, Vadim V. Nikulin
Multiscale temporal neural dynamics predict performance in a complex sensorimotor task. NeuroImage 141 (2016)
Sergei Tugin, Julio C. Hernandez-Pavon, Risto J. Ilmoniemi, Vadim V. Nikulin
Visual deviant stimuli produce mismatch responses in the amplitude dynamics of neuronal oscillations. NeuroImage 142 (2016)
Gunnar Waterstraat, Martin Burghoff, Tommaso Fedele, Vadim V. Nikulin, Hans Jürgen Scheer, Gabriel Curio
Non-invasive single-trial EEG detection of evoked human neocortical population spikes. NeuroImage 105 (2015)
Sven Dähne, Vadim V. Nikulin, David Ramírez, Peter J. Schreier, Klaus-Robert Müller, Stefan Haufe
Optimizing spatial filters for the extraction of envelope-coupled neural oscillations. PRNI (2014)
Sven Dähne, Vadim V. Nikulin, David Ramírez, Peter J. Schreier, Klaus-Robert Müller, Stefan Haufe
Finding brain oscillations with power dependencies in neuroimaging data. NeuroImage 96 (2014)
María Herrojo Ruiz, Christof Brücke, Vadim V. Nikulin, Gerd-Helge Schneider, Andrea A. Kühn
Beta-band amplitude oscillations in the human internal globus pallidus support the encoding of sequence boundaries during initial sensorimotor sequence learning. NeuroImage 85 (2014)
Vadim V. Nikulin, Tommaso Fedele, Jan Mehnert, Axel Lipp, Cornelia Noack, Jens Steinbrink, Gabriel Curio
Monochromatic Ultra-Slow (~ 0.1 Hz) Oscillations in the human electroencephalogram and their relation to hemodynamics. NeuroImage 97 (2014)
Sven Dähne, Frank C. Meinecke, Stefan Haufe, Johannes Höhne, Michael Tangermann, Klaus-Robert Müller, Vadim V. Nikulin
SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters. NeuroImage 86 (2014)
Duncan A. J. Blythe, Stefan Haufe, Klaus-Robert Müller, Vadim V. Nikulin
The effect of linear mixing in the EEG on Hurst exponent estimation. NeuroImage 99 (2014)
Stefan Haufe, Sven Dähne, Vadim V. Nikulin
Dimensionality reduction for the analysis of brain oscillations. NeuroImage 101 (2014)
David Ramírez, Peter J. Schreier, Javier Vía, Vadim V. Nikulin
Power-CCA: Maximizing the correlation coefficient between the power of projections. ICASSP (2013)
Stefan Haufe, Vadim V. Nikulin, Klaus-Robert Müller, Guido Nolte
A critical assessment of connectivity measures for EEG data: A simulation study. NeuroImage 64 (2013)
Tommaso Fedele, Hans Jürgen Scheer, Martin Burghoff, Gunnar Waterstraat, Vadim V. Nikulin, Gabriel Curio
Distinction between added-energy and phase-resetting mechanisms in non-invasively detected somatosensory evoked responses. EMBC (2013)
Zubeyir Bayraktaroglu, Katherina von Carlowitz-Ghori, Gabriel Curio, Vadim V. Nikulin
It is not all about phase: Amplitude dynamics in corticomuscular interactions. NeuroImage 64 (2013)
Birgit Nierula, Friederike U. Hohlefeld, Gabriel Curio, Vadim V. Nikulin
No somatotopy of sensorimotor alpha-oscillation responses to differential finger stimulation. NeuroImage 76 (2013)
Vadim V. Nikulin, Erik G. Jönsson, Tom Brismar
Attenuation of long-range temporal correlations in the amplitude dynamics of alpha and beta neuronal oscillations in patients with schizophrenia. NeuroImage 61 (1) (2012)
Stefan Haufe, Vadim V. Nikulin, Guido Nolte
Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses. LVA/ICA (2012)
Stefan Haufe, Vadim V. Nikulin, Guido Nolte, Klaus-Robert Müller
Pitfalls in EEG-Based Brain Effective Connectivity Analysis. MLINI (2011)
Vadim V. Nikulin, Guido Nolte, Gabriel Curio
A novel method for reliable and fast extraction of neuronal EEG/MEG oscillations on the basis of spatio-spectral decomposition. NeuroImage 55 (4) (2011)
Zubeyir Bayraktaroglu, Katherina von Carlowitz-Ghori, Florian Losch, Guido Nolte, Gabriel Curio, Vadim V. Nikulin
Optimal imaging of cortico-muscular coherence through a novel regression technique based on multi-channel EEG and un-rectified EMG. NeuroImage 57 (3) (2011)
Stefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte
Estimating vector fields using sparse basis field expansions. NIPS (2008)
Stefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte
Combining sparsity and rotational invariance in EEG/MEG source reconstruction. NeuroImage 42 (2) (2008)
Benjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike U. Hohlefeld, Vadim V. Nikulin, Klaus-Robert Müller
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing. NIPS (2007)
H. Carlqvist, Vadim V. Nikulin, J. O. Strömberg, Tom Brismar
Amplitude and phase relationship between alpha and beta oscillations in the human electroencephalogram. Medical Biol. Eng. Comput. 43 (5) (2005)
Elina Pihko, Vadim V. Nikulin, Risto J. Ilmoniemi
Visual Attention to Words in Different Languages in Bilinguals: A Magnetoencephalographic Study. NeuroImage 17 (4) (2002)
Jarmo Ruohonen, Marko Ollikainen, Vadim V. Nikulin, Juha Virtanen, Risto J. Ilmoniemi
Coil design for real and sham transcranial magnetic stimulation. IEEE Trans. Biomed. Eng. 47 (2) (2000)