Paul Sajda

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 59

Top Venues

CoRR

NeuroImage

EMBC

Publications

Ziheng 'Leo' Li, Haowen 'John' Wei, Ziwen Xie, Yunxiang Peng, June Pyo Suh, Steven Feiner, Paul Sajda
PhysioLabXR: A Python Platform for Real-Time, Multi-modal, Brain-Computer Interfaces and Extended Reality Experiments. J. Open Source Softw. 9 (94) (2024)
Sharath C. Koorathota, Nikolas Papadopoulos, Jia Li Ma, Shruti Kumar, Xiaoxiao Sun, Arunesh Mittal, Patrick Adelman, Paul Sajda
Fixating on Attention: Integrating Human Eye Tracking into Vision Transformers. CoRR (2023)
Ray Lee, Joshua Friedman, Paul Sajda, Nim Tottenha
Reciprocal Dyadic Affective Interaction: from Facial Expressions to Brain Networks. ACIIW (2023)
Arunesh Mittal, Kai Yang, Paul Sajda, John Paisley
Bayesian Beta-Bernoulli Process Sparse Coding with Deep Neural Networks. CoRR (2023)
Linbi Hong, Hengda He, Paul Sajda
Capturing Interactions between Arousal and Cortical Dynamics with Simultaneous Pupillometry and EEG-fMRI. ACIIW (2023)
Xueqing Liu, Paul Sajda
Roe: A Computational-Efficient Anti-hallucination Fine-Tuning Technology for Large Language Model Inspired by Human Learning Process. BI (2023)
Hengda He, Linbi Hong, Paul Sajda
Pupillary response is associated with the reset and switching of functional brain networks during salience processing. PLoS Comput. Biol. 19 (5) (2023)
Xueqing Liu, Paul Sajda
Unsupervised Sparse-View Backprojection via Convolutional and Spatial Transformer Networks. BI (2023)
Xiaoxiao Sun, Paul Sajda
Circular Clustering with Polar Coordinate Reconstruction. CoRR (2023)
Jia Li Ma, Sharath C. Koorathota, Paul Sajda
Neurophysiological Predictors of Self-Reported Difficulty in a Virtual-Reality Driving Scenario. EMBC (2023)
Xueqing Liu, Paul Sajda
Latent Neural Source Recovery via Transcoding of Simultaneous EEG-fMRI. BI (2023)
Xueqing Liu, Paul Sajda
Fusing Simultaneously Acquired EEG and fMRI via Hierarchical Deep Transcoding. BI (2023)
Kaveri A. Thakoor, Ari Carter, Ge Song, Adam Wax, Omar Moussa, Royce Chen, Christine Hendon, Paul Sajda
Enhancing Portable OCT Image Quality via GANs for AI-Based Eye Disease Detection. DeCaF/FAIR@MICCAI (2022)
Yinuo Qin, Weijia Zhang, Richard Lee, Xiaoxiao Sun, Paul Sajda
Predictive Power of Pupil Dynamics in a Team Based Virtual Reality Task. VR Workshops (2022)
Arunesh Mittal, John Paisley, Paul Sajda
Deep Metric Representation Learning for Clinical Resting State fMRI. EMBC (2022)
Xueqing Liu, Tao Tu, Paul Sajda
Inferring latent neural sources via deep transcoding of simultaneously acquired EEG and fMRI. CoRR (2022)
Sharath C. Koorathota, Zain Khan, Pawan Lapborisuth, Paul Sajda
Multimodal Neurophysiological Transformer for Emotion Recognition. EMBC (2022)
James R. McIntosh, Jiaang Yao, Linbi Hong, Josef Faller, Paul Sajda
Ballistocardiogram Artifact Reduction in Simultaneous EEG-fMRI Using Deep Learning. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Kaveri A. Thakoor, Sharath C. Koorathota, Donald C. Hood, Paul Sajda
Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images. IEEE Trans. Biomed. Eng. 68 (8) (2021)
Sharath C. Koorathota, Patrick Adelman, Kelly Cotton, Paul Sajda
Editing Like Humans: A Contextual, Multimodal Framework for Automated Video Editing. CVPR Workshops (2021)
Kaveri A. Thakoor, Darius Bordbar, Jiaang Yao, Omar Moussa, Royce Chen, Paul Sajda
Hybrid 3d-2d Deep Learning For Detection Of Neovascularage-Related Macular Degeneration Using Optical Coherence Tomography B-Scans And Angiography Volumes. ISBI (2021)
Sharath C. Koorathota, Arunesh Mittal, Richard P. Sloan, Paul Sajda
Improving Prediction of Cognitive Performance using Deep Neural Networks in Sparse Data. CoRR (2021)
Josef Faller, Andrew Goldman, Yida Lin, James R. McIntosh, Paul Sajda
Spatiospectral brain networks reflective of improvisational experience. NeuroImage 242 (2021)
Kanika Bansal, Javier O. Garcia, Nina Lauharatanahirun, Sarah Feldt Muldoon, Paul Sajda, Jean M. Vettel
Scale-specific dynamics of high-amplitude bursts in EEG capture behaviorally meaningful variability. NeuroImage 241 (2021)
Sharath C. Koorathota, Kaveri A. Thakoor, Patrick Adelman, Yaoli Mao, Xueqing Liu, Paul Sajda
Sequence Models in Eye Tracking: Predicting Pupil Diameter During Learning. ETRA Adjunct (2020)
Arunesh Mittal, Scott W. Linderman, John W. Paisley, Paul Sajda
Bayesian recurrent state space model for rs-fMRI. CoRR (2020)
Iretiayo Akinola, Zizhao Wang, Junyao Shi, Xiaomin He, Pawan Lapborisuth, Jingxi Xu, David Watkins-Valls, Paul Sajda, Peter K. Allen
Accelerated Robot Learning via Human Brain Signals. ICRA (2020)
Xueqing Liu, Linbi Hong, Paul Sajda
Latent neural source recovery via transcoding of simultaneous EEG-fMRI. CoRR (2020)
Xueqing Liu, Paul Sajda
Unsupervised Sparse-view Backprojection via Convolutional and Spatial Transformer Networks. CoRR (2020)
Arunesh Mittal, Paul Sajda, John W. Paisley
Deep Bayesian Nonparametric Factor Analysis. CoRR (2020)
Tao Tu, John W. Paisley, Stefan Haufe, Paul Sajda
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI. NeurIPS (2019)
Tao Tu, Paul Sajda
Simultaneous EEG-fMRI Study Reveals Separate Bias Mechanisms Modulated by Stimulus Evidence During Rapid Face Processing. EMBC (2019)
Iretiayo Akinola, Zizhao Wang, Junyao Shi, Xiaomin He, Pawan Lapborisuth, Jingxi Xu, David Watkins-Valls, Paul Sajda, Peter K. Allen
Accelerated Robot Learning via Human Brain Signals. CoRR (2019)
Kaveri A. Thakoor, Xinhui Li, Emmanouil Tsamis, Paul Sajda, Donald C. Hood
Enhancing the Accuracy of Glaucoma Detection from OCT Probability Maps using Convolutional Neural Networks. EMBC (2019)
Xueqing Liu, Paul Sajda
A Convolutional Neural Network for Transcoding Simultaneously Acquired EEG-fMRI Data. NER (2019)
Pawan Lapborisuth, Josef Faller, Jonathan Koss, Nicholas R. Waytowich, Jonathan Touryan, Paul Sajda
Investigating Evoked EEG Responses to Targets Presented in Virtual Reality. EMBC (2019)
Josef Faller, Yida Lin, Jayce Doose, Golbarg T. Saber, James R. McIntosh, Joshua B. Teves, Robin I. Goldman, Mark S. George, Paul Sajda, Truman R. Brown
An EEG-fMRI-TMS instrument to investigate BOLD response to EEG guided stimulation. NER (2019)
Jacek P. Dmochowski, Jason J. Ki, Paul DeGuzman, Paul Sajda, Lucas C. Parra
Extracting multidimensional stimulus-response correlations using hybrid encoding-decoding of neural activity. NeuroImage 180 (Part) (2018)
Reinhold Scherer, Josef Faller, Paul Sajda, Carmen Vidaurre
EEG-based Endogenous Online Co-Adaptive Brain-Computer Interfaces: Strategy for Success? CEEC (2018)
Nicholas R. Waytowich, Vernon Lawhern, Javier O. Garcia, Jennifer Cummings, Josef Faller, Paul Sajda, Jean M. Vettel
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials. CoRR (2018)
Ioannis Delis, Jacek P. Dmochowski, Paul Sajda, Qi Wang
Correlation of neural activity with behavioral kinematics reveals distinct sensory encoding and evidence accumulation processes during active tactile sensing. NeuroImage 175 (2018)
Tao Tu, Jonathan Koss, Paul Sajda
Relating Deep Neural Network Representations to EEG-fMRI Spatiotemporal Dynamics in a Perceptual Decision-Making Task. CVPR Workshops (2018)
Ioannis Delis, Jacek P. Dmochowski, Paul Sajda, Qi Wang
Correlations of Neural Activity with Behavioral Kinematics during Active Tactile Decision Making. SETN (2018)
Jordan Muraskin, Truman R. Brown, Jennifer M. Walz, Tao Tu, Bryan R. Conroy, Robin I. Goldman, Paul Sajda
A multimodal encoding model applied to imaging decision-related neural cascades in the human brain. NeuroImage 180 (Part) (2018)
Jordan Muraskin, Jason Sherwin, Gregory Lieberman, Javier O. Garcia, Timothy D. Verstynen, Jean M. Vettel, Paul Sajda
Fusing Multiple Neuroimaging Modalities to Assess Group Differences in Perception-Action Coupling. Proc. IEEE 105 (1) (2017)
Victor Shih, David C. Jangraw, Paul Sajda, Sameer Saproo
Towards personalized human AI interaction - adapting the behavior of AI agents using neural signatures of subjective interest. CoRR (2017)
Clemens Brunner, Yida Lin, Paul Sajda, Josef Faller
Sigviewer - current Status and Recent Developments. GBCIC (2017)
Shanbao Tong, José C. Príncipe, Lei Ding, Paul Sajda
Welcome message. NER (2017)
Metin Akay, Paul Sajda, Silvestro Micera, Jose M. Carmena
Advanced Technologies for Brain Research [Scanning the Issue]. Proc. IEEE 105 (1) (2017)
Victor Shih, David C. Jangraw, Sameer Saproo, Paul Sajda
Deep Reinforcement Learning Using Neurophysiological Signatures of Interest. HRI (Companion) (2017)
Yida Lin, Clemens Brunner, Paul Sajda, Josef Faller
SigViewer: Visualizing Multimodal Signals Stored in XDF (Extensible Data Format) Files. CoRR (2017)
Paul Sajda
Keynotes. ICCE (2017)
Josef Faller, Sameer Saproo, Victor Shih, Paul Sajda
Closed-loop regulation of user state during a boundary avoidance task. SMC (2016)
Nicholas R. Waytowich, Josef Faller, Javier O. Garcia, Jean M. Vettel, Paul Sajda
Unsupervised adaptive transfer learning for Steady-State Visual Evoked Potential brain-computer interfaces. SMC (2016)
Victor Shih, Ludan Zhang, Christian Kothe, Scott Makeig, Paul Sajda
Predicting decision accuracy and certainty in complex brain-machine interactions. SMC (2016)
Sameer Saproo, Josef Faller, Victor Shih, Paul Sajda, Nicholas R. Waytowich, Addison W. Bohannon, Vernon J. Lawhern, Brent J. Lance, David C. Jangraw
Cortically Coupled Computing: A New Paradigm for Synergistic Human-Machine Interaction. Computer 49 (9) (2016)
Jason Samuel Sherwin, Jordan Muraskin, Paul Sajda
Pre-stimulus functional networks modulate task performance in time-pressured evidence gathering and decision-making. NeuroImage 111 (2015)
Jordan Muraskin, Jason Sherwin, Paul Sajda
Knowing when not to swing: EEG evidence that enhanced perception-action coupling underlies baseball batter expertise. NeuroImage 123 (2015)
Jennifer M. Walz, Robin I. Goldman, Michael Carapezza, Jordan Muraskin, Truman R. Brown, Paul Sajda
Prestimulus EEG alpha oscillations modulate task-related fMRI BOLD responses to auditory stimuli. NeuroImage 113 (2015)
John R. Zhang, Jason Sherwin, Jacek Dmochowski, Paul Sajda, John R. Kender
Correlating Speaker Gestures in Political Debates with Audience Engagement Measured via EEG. ACM Multimedia (2014)
Jennifer M. Walz, Robin I. Goldman, Michael Carapezza, Jordan Muraskin, Truman R. Brown, Paul Sajda
Simultaneous EEG-fMRI reveals a temporal cascade of task-related and default-mode activations during a simple target detection task. NeuroImage 102 (2014)
Daniel Rosenthal, Paul DeGuzman, Lucas C. Parra, Paul Sajda
Evoked Neural Responses to Events in Video. IEEE J. Sel. Top. Signal Process. 8 (3) (2014)
Paul Sajda
Neural Correlates of Spatiotemporal Event Recognition: Application to Brain-Computer Interfaces for Video Exploitation. PIVP@MM (2014)
Bin Lou, Yun Li, Marios G. Philiastides, Paul Sajda
Prestimulus alpha power predicts fidelity of sensory encoding in perceptual decision making. NeuroImage 87 (2014)
Jordan Muraskin, Melvyn B. Ooi, Robin Goldman, Sascha Krueger, William J. Thomas, Paul Sajda, Truman R. Brown
Prospective active marker motion correction improves statistical power in BOLD fMRI. NeuroImage 68 (2013)
Bryan R. Conroy, Jennifer M. Walz, Brian Cheung, Paul Sajda
Fast Simultaneous Training of Generalized Linear Models (FaSTGLZ). CoRR (2013)
Bin He, Todd P. Coleman, Guy M. Genin, Gary Glover, Xiaoping Hu, Nessa Johnson, Tianming Liu, Scott Makeig, Paul Sajda, Kaiming Ye
Grand Challenges in Mapping the Human Brain: NSF Workshop Report. IEEE Trans. Biomed. Eng. 60 (11) (2013)
David C. Jangraw, Paul Sajda
Feature selection for gaze, pupillary, and EEG signals evoked in a 3D environment. GazeIn@ICMI (2013)
Bryan R. Conroy, Paul Sajda
Fast, Exact Model Selection and Permutation Testing for l2-Regularized Logistic Regression. AISTATS (2012)
Marcel Worring, Paul Sajda, Simone Santini, David A. Shamma, Alan F. Smeaton, Qiang Yang
Where Is the User in Multimedia Retrieval? IEEE Multim. 19 (4) (2012)
Mohamad Sawan, Pedram Mohseni, Paul Sajda, Justin C. Sanchez
Guest Editorial Special Issue on Brain-Machine Interface. IEEE J. Emerg. Sel. Topics Circuits Syst. 1 (4) (2011)
Christoforos Christoforou, Robert M. Haralick, Paul Sajda, Lucas C. Parra
Second-Order Bilinear Discriminant Analysis. J. Mach. Learn. Res. 11 (2010)
Jacek P. Dmochowski, Paul Sajda, Lucas C. Parra
Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds. J. Mach. Learn. Res. 11 (2010)
Jianing Shi, Wotao Yin, Stanley J. Osher, Paul Sajda
-Regularized Logistic Regression. J. Mach. Learn. Res. 11 (2010)
Paul Sajda, Eric Pohlmeyer, Jun Wang, Lucas C. Parra, Christoforos Christoforou, Jacek Dmochowski, Barbara Hanna, Claus Bahlmann, Maneesh Kumar Singh, Shih-Fu Chang
In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision. Proc. IEEE 98 (3) (2010)
Mads Dyrholm, Robin Goldman, Paul Sajda, Truman R. Brown
Removal of BCG Artifacts Using a Non-Kirchhoffian Overcomplete Representation. IEEE Trans. Biomed. Eng. 56 (2) (2009)
Robin Goldman, Cheng-Yu Wei, Marios G. Philiastides, Adam D. Gerson, David Friedman, Truman R. Brown, Paul Sajda
Single-trial discrimination for integrating simultaneous EEG and fMRI: Identifying cortical areas contributing to trial-to-trial variability in the auditory oddball task. NeuroImage 47 (1) (2009)
Jun Wang, Eric Pohlmeyer, Barbara Hanna, Yu-Gang Jiang, Paul Sajda, Shih-Fu Chang
Brain state decoding for rapid image retrieval. ACM Multimedia (2009)
Paul Sajda, Klaus-Robert Müller, Krishna V. Shenoy
Brain-Computer Interfaces [from the guest editors]. IEEE Signal Process. Mag. 25 (1) (2008)
Lucas C. Parra, Christoforos Christoforou, Adam C. Gerson, Mads Dyrholm, An Luo, Mark Wagner, Marios G. Philiastides, Paul Sajda
Spatiotemporal Linear Decoding of Brain State. IEEE Signal Process. Mag. 25 (1) (2008)
Christoforos Christoforou, Paul Sajda, Lucas C. Parra
Second Order Bilinear Discriminant Analysis for single trial EEG analysis. NIPS (2007)
Akaysha C. Tang, Matthew T. Sutherland, Christopher J. McKinney, Jingyu Liu, Yan Wang, Lucas C. Parra, Adam D. Gerson, Paul Sajda
Classifying Single-Trial ERPs from Visual and Frontal Cortex during Free Viewing. IJCNN (2006)
Qi Zhao, Radka Stoyanova, Shuyan Du, Paul Sajda, Truman R. Brown
- a tool for comprehensive assessment and interpretation of metabolomic data. Bioinform. 22 (20) (2006)
Marios G. Philiastides, Paul Sajda
Causal Influences in the Human Brain During Face Discrimination: A Short-Window Directed Transfer Function Approach. IEEE Trans. Biomed. Eng. 53 (12) (2006)
An Luo, Paul Sajda
Using Single-Trial EEG to Estimate the Timing of Target Onset During Rapid Serial Visual Presentation. EMBC (2006)
Clay Spence, Lucas C. Parra, Paul Sajda
Varying complexity in tree-structured image distribution models. IEEE Trans. Image Process. 15 (2) (2006)
Jianing Shi, Jim Wielaard, Paul Sajda
Analysis of a Gain Control Model of V1: Is the Goal Redundancy Reduction? EMBC (2006)
Armen R. Kherlopian, Joseph Gerrein, Minerva Yue, Kristina E. Kim, Ji Won Kim, Madhav Sukumaran, Paul Sajda
Electrooculogram based system for computer control using a multiple feature classification model. EMBC (2006)
Paul Sajda, Yehoshua Y. Zeevi
Guest editorial: Special issue on blind source separation and de-convolution in imaging and image processing. Int. J. Imaging Syst. Technol. 15 (1) (2005)
Lucas C. Parra, Clay D. Spence, Adam D. Gerson, Paul Sajda
Recipes for the linear analysis of EEG. NeuroImage 28 (2) (2005)
Adam D. Gerson, Lucas C. Parra, Paul Sajda
Cortical origins of response time variability during rapid discrimination of visual objects. NeuroImage 28 (2) (2005)
Jim Wielaard, Paul Sajda
Neural mechanisms of contrast dependent receptive field size in V1. NIPS (2005)
Shuyan Du, Paul Sajda, Xiangling Mao, Dikoma C. Shungu
Multi-Resolution Hierarchical Blind Recovery of Biochemical Markers of Brain Cancer In MRSI. ISBI (2004)
An Luo, Paul Sajda, Adam D. Gerson
Comparison of Supervised And Unsupervised Linear Methods for Recovering Task-Relevant Activity In EEG. ISBI (2004)
Paul Sajda, Kyungim Baek
Integration of form and motion within a generative model of visual cortex. Neural Networks 17 (5-6) (2004)
Shuyan Du, Xiangling Mao, Dikoma C. Shungu, Paul Sajda
Blind recovery of biochemical markers of brain cancer in MRSI. Medical Imaging: Image Processing (2004)
Paul Sajda, Shuyan Du, Truman R. Brown, Radka Stoyanova, Dikoma C. Shungu, Xiangling Mao, Lucas C. Parra
Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain. IEEE Trans. Medical Imaging 23 (12) (2004)
Lucas C. Parra, Christopher V. Alvino, Akaysha C. Tang, Barak A. Pearlmutter, Nick Yeung, Allen Osman, Paul Sajda
Single-trial detection in EEG and MEG: Keeping it linear. Neurocomputing (2003)
Lucas C. Parra, Paul Sajda
Blind Source Separation via Generalized Eigenvalue Decomposition. J. Mach. Learn. Res. 4 (2003)
Paul Sajda, Clay Spence, Lucas C. Parra
A multi-scale probabilistic network model for detection, synthesis and compression in mammographic image analysis. Medical Image Anal. 7 (2) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paul Sajda