Jacek Dmochowski

According to our database1, Jacek Dmochowski authored at least 36 papers between 2002 and 2023.

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Bibliography

2023
Granger Components Analysis: Unsupervised learning of latent temporal dependencies.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Learning latent causal relationships in multiple time series.
CoRR, 2022

2020
Natural music evokes correlated EEG responses reflecting temporal structure and beat.
NeuroImage, 2020

2019
Inherent physiological artifacts in EEG during tDCS.
NeuroImage, 2019

2018
Extracting multidimensional stimulus-response correlations using hybrid encoding-decoding of neural activity.
NeuroImage, 2018

Correlation of neural activity with behavioral kinematics reveals distinct sensory encoding and evidence accumulation processes during active tactile sensing.
NeuroImage, 2018

Correlated Components Analysis - Extracting Reliable Dimensions in Multivariate Data.
CoRR, 2018

Correlations of Neural Activity with Behavioral Kinematics during Active Tactile Decision Making.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

2017
Optimal use of EEG recordings to target active brain areas with transcranial electrical stimulation.
NeuroImage, 2017

NMED-T: A Tempo-Focused Dataset of Cortical and Behavioral Responses to Naturalistic Music.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Decoding Neurally Relevant Musical Features Using Canonical Correlation Analysis.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

2016
Measuring engagement in a classroom: Synchronised neural recordings during a video presentation.
CoRR, 2016

2015
Maximally reliable spatial filtering of steady state visual evoked potentials.
NeuroImage, 2015

Neuroimaging Methods for Music Information Retrieval: Current Findings and Future Prospects.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

2014
Correlating Speaker Gestures in Political Debates with Audience Engagement Measured via EEG.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

2013
Targeted transcranial direct current stimulation for rehabilitation after stroke.
NeuroImage, 2013

Cranial electrotherapy stimulation and transcranial pulsed current stimulation: A computer based high-resolution modeling study.
NeuroImage, 2013

2012
An automated method for high-definition transcranial direct current stimulation modeling.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

On the role of electric field orientation in optimal design of transcranial current stimulation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2010
New Insights Into the MVDR Beamformer in Room Acoustics.
IEEE Trans. Speech Audio Process., 2010

In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision.
Proc. IEEE, 2010

Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds.
J. Mach. Learn. Res., 2010

2009
On Spatial Aliasing in Microphone Arrays.
IEEE Trans. Signal Process., 2009

An Information-Theoretic Viewof ArrayProcessing.
IEEE Trans. Speech Audio Process., 2009

Clinical evaluation of angiographic multiple-view 3D reconstruction.
Int. J. Comput. Assist. Radiol. Surg., 2009

2008
Linearly Constrained Minimum Variance Source Localization and Spectral Estimation.
IEEE Trans. Speech Audio Process., 2008

Blind source separation in a distributed microphone meeting environment for improved teleconferencing.
Proceedings of the IEEE International Conference on Acoustics, 2008

Fast steered response power source localization using inverse mapping of relative delays.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Decoupled Beamforming and Noise Cancellation.
IEEE Trans. Instrum. Meas., 2007

A Generalized Steered Response Power Method for Computationally Viable Source Localization.
IEEE Trans. Speech Audio Process., 2007

Direction of Arrival Estimation Using the Parameterized Spatial Correlation Matrix.
IEEE Trans. Speech Audio Process., 2007

On Microphone-Array Beamforming From a MIMO Acoustic Signal Processing Perspective.
IEEE Trans. Speech Audio Process., 2007

Direction of Arrival Estimation using Eigenanalysis of the Parameterized Spatial Correlation Matrix.
Proceedings of the IEEE International Conference on Acoustics, 2007

The generalization of narrowband localization methods to broadband environments via parametrization of the spatial correlation matrix.
Proceedings of the 15th European Signal Processing Conference, 2007

2004
Registration of vascular 3D data sets obtained from multiple-view reconstructions.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2002
Determination of biplane geometry and centerline curvature in vascular imaging.
Proceedings of the Medical Imaging 2002: Image Processing, 2002


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