Paul Sajda
Orcid: 0000-0002-9738-1342
According to our database1,
Paul Sajda
authored at least 120 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For development of brain-machine interfaces for image and media search".
Timeline
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On csauthors.net:
Bibliography
2024
PhysioLabXR: A Python Platform for Real-Time, Multi-modal, Brain-Computer Interfaces and Extended Reality Experiments.
J. Open Source Softw., February, 2024
2023
Pupillary response is associated with the reset and switching of functional brain networks during salience processing.
PLoS Comput. Biol., 2023
CoRR, 2023
Neurophysiological Predictors of Self-Reported Difficulty in a Virtual-Reality Driving Scenario.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Roe: A Computational-Efficient Anti-hallucination Fine-Tuning Technology for Large Language Model Inspired by Human Learning Process.
Proceedings of the Brain Informatics - 16th International Conference, 2023
Proceedings of the Brain Informatics - 16th International Conference, 2023
Unsupervised Sparse-View Backprojection via Convolutional and Spatial Transformer Networks.
Proceedings of the Brain Informatics - 16th International Conference, 2023
Proceedings of the Brain Informatics - 16th International Conference, 2023
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023
Capturing Interactions between Arousal and Cortical Dynamics with Simultaneous Pupillometry and EEG-fMRI.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023
2022
Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images.
Dataset, May, 2022
Inferring latent neural sources via deep transcoding of simultaneously acquired EEG and fMRI.
CoRR, 2022
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images.
IEEE Trans. Biomed. Eng., 2021
IEEE Trans. Biomed. Eng., 2021
NeuroImage, 2021
Scale-specific dynamics of high-amplitude bursts in EEG capture behaviorally meaningful variability.
NeuroImage, 2021
Improving Prediction of Cognitive Performance using Deep Neural Networks in Sparse Data.
CoRR, 2021
Hybrid 3d-2d Deep Learning For Detection Of Neovascularage-Related Macular Degeneration Using Optical Coherence Tomography B-Scans And Angiography Volumes.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the ETRA '20 Adjunct: 2020 Symposium on Eye Tracking Research and Applications, 2020
2019
Regulation of arousal via online neurofeedback improves human performance in a demanding sensory-motor task.
Dataset, March, 2019
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
A Convolutional Neural Network for Transcoding Simultaneously Acquired EEG-fMRI Data.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Simultaneous EEG-fMRI Study Reveals Separate Bias Mechanisms Modulated by Stimulus Evidence During Rapid Face Processing.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Enhancing the Accuracy of Glaucoma Detection from OCT Probability Maps using Convolutional Neural Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
A multimodal encoding model applied to imaging decision-related neural cascades in the human brain.
NeuroImage, 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
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials.
CoRR, 2018
Correlations of Neural Activity with Behavioral Kinematics during Active Tactile Decision Making.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
Relating Deep Neural Network Representations to EEG-fMRI Spatiotemporal Dynamics in a Perceptual Decision-Making Task.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
EEG-based Endogenous Online Co-Adaptive Brain-Computer Interfaces: Strategy for Success?
Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018
2017
Fusing Multiple Neuroimaging Modalities to Assess Group Differences in Perception-Action Coupling.
Proc. IEEE, 2017
Towards personalized human AI interaction - adapting the behavior of AI agents using neural signatures of subjective interest.
CoRR, 2017
SigViewer: Visualizing Multimodal Signals Stored in XDF (Extensible Data Format) Files.
CoRR, 2017
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Proceedings of the IEEE International Conference on Consumer Electronics, 2017
Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017
Proceedings of the From Vision to Reality, 2017
2016
Cortically Coupled Computing: A New Paradigm for Synergistic Human-Machine Interaction.
Computer, 2016
Unsupervised adaptive transfer learning for Steady-State Visual Evoked Potential brain-computer interfaces.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
2015
Prestimulus EEG alpha oscillations modulate task-related fMRI BOLD responses to auditory stimuli.
NeuroImage, 2015
Pre-stimulus functional networks modulate task performance in time-pressured evidence gathering and decision-making.
NeuroImage, 2015
Knowing when not to swing: EEG evidence that enhanced perception-action coupling underlies baseball batter expertise.
NeuroImage, 2015
2014
Simultaneous EEG-fMRI reveals a temporal cascade of task-related and default-mode activations during a simple target detection task.
NeuroImage, 2014
Prestimulus alpha power predicts fidelity of sensory encoding in perceptual decision making.
NeuroImage, 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
Neural Correlates of Spatiotemporal Event Recognition: Application to Brain-Computer Interfaces for Video Exploitation.
Proceedings of the 1st International Workshop on Perception Inspired Video Processing, 2014
2013
IEEE Trans. Biomed. Eng., 2013
NeuroImage, 2013
Proceedings of the 6th workshop on Eye gaze in intelligent human machine interaction: gaze in multimodal interaction, 2013
2012
Fast, Exact Model Selection and Permutation Testing for l2-Regularized Logistic Regression.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
2011
IEEE J. Emerg. Sel. Topics Circuits Syst., 2011
2010
Proceedings of the Brain-Computer Interfaces, 2010
In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision.
Proc. IEEE, 2010
A Fast Hybrid Algorithm for Large-Scale <i>l<sub>1</sub></i>-Regularized Logistic Regression.
J. Mach. Learn. Res., 2010
Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds.
J. Mach. Learn. Res., 2010
2009
IEEE Trans. Biomed. Eng., 2009
Single-trial discrimination for integrating simultaneous EEG and fMRI: Identifying cortical areas contributing to trial-to-trial variability in the auditory oddball task.
NeuroImage, 2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
2008
2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
2006
IEEE Trans. Image Process., 2006
Causal Influences in the Human Brain During Face Discrimination: A Short-Window Directed Transfer Function Approach.
IEEE Trans. Biomed. Eng., 2006
<i>HiRes</i> - a tool for comprehensive assessment and interpretation of metabolomic data.
Bioinform., 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Using Single-Trial EEG to Estimate the Timing of Target Onset During Rapid Serial Visual Presentation.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Electrooculogram based system for computer control using a multiple feature classification model.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Cortical origins of response time variability during rapid discrimination of visual objects.
NeuroImage, 2005
Guest editorial: Special issue on blind source separation and de-convolution in imaging and image processing.
Int. J. Imaging Syst. Technol., 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain.
IEEE Trans. Medical Imaging, 2004
Neural Networks, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Comparison of Supervised And Unsupervised Linear Methods for Recovering Task-Relevant Activity In EEG.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Multi-Resolution Hierarchical Blind Recovery of Biochemical Markers of Brain Cancer In MRSI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
A multi-scale probabilistic network model for detection, synthesis and compression in mammographic image analysis.
Medical Image Anal., 2003
J. Mach. Learn. Res., 2003
2002
IEEE Trans. Medical Imaging, 2002
NeuroImage, 2002
Capturing contextual dependencies in medical imagery using hierarchical multi-scale models.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2000
Higher-Order Statistical Properties Arising from the Non-Stationarity of Natural Signals.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Hierarchical, Multi-resolution Models for Object Recognition: Applications to Mammographic Computer-aided Diagnosis.
Proceedings of the 29th Applied Image Pattern Recognition Workshop (AIPR 2000), 2000
1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Role of feature selection in building pattern recognizers for computer-aided diagnosis.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
1997
Coarse-grain parallel computing for very large scale neural simulations in the NEXUS simulation environment.
Comput. Biol. Medicine, 1997
1996
Exploiting context in mammograms: a hierarchical neural network for detecting microcalcifications.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
1995
Neural Networks, 1995
A hierarchical neural network architecture that learns target context: applications to digital mammography.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
1992
Object segmentation and binding within a biologically-based neural network model of depth-from-occlusion.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992