Amirhossein Khalilian-Gourtani

New York University — United States

Computer Science · Physical Sciences

8h-index237citations37works5.12yr avg
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Research Topics

Image and Signal Denoising Methods(10), EEG and Brain-Computer Interfaces(7), Sparse and Compressive Sensing Techniques(6), Neuroscience and Music Perception(6), Neural dynamics and brain function(5)

Publications37 total

Neural Dynamics of Automatic Speech Production
2026Open Access
Reviewer #1 (Public review): Decoding state specific connectivity during speech production and perception
2026Open Access
Decoding state specific connectivity during speech production and perception
2026Open Access
Reviewer #3 (Public review): Decoding state specific connectivity during speech production and perception
2026Open Access
Reviewer #2 (Public review): Decoding state specific connectivity during speech production and perception
2026Open Access
Decoding state specific connectivity during speech production and perception
2026· 1 citedOpen Access
Mithra: An Open-Source and Cross-Platform Visualization Toolbox for Human Intracranial Recordings
2025· 1 cited
Noisy MRI Reconstruction via MAP Estimation with an Implicit Deep-Denoiser Prior
arXiv (Cornell University)·2025Open Access
Decoding state specific connectivity during speech production and perception
2025Open Access
A probabilistic functional atlas based on extraoperative electrocortical stimulation mapping
2025· 1 citedOpen Access
Joint MRI Reconstruction and Denoising Using Noise-Adaptive Self-Supervised Learning
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Machine Learning-Based Prediction of Speech Arrest During Direct Cortical Stimulation Mapping
arXiv (Cornell University)·2025Open Access
Frontal cortex organization supporting audiovisual processing during naturalistic viewing
2025· 2 citedOpen Access
Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction
2025· 1 citedOpen Access
Transformer-based neural speech decoding from surface and depth electrode signals
Journal of Neural Engineering·2025· 8 citedOpen Access
GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention
IEEE Transactions on Computational Imaging·2025· 6 cited
A corollary discharge circuit in human speech
Proceedings of the National Academy of Sciences·2024· 15 citedOpen Access
GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention
2024Open Access
A neural speech decoding framework leveraging deep learning and speech synthesis
Nature Machine Intelligence·2024· 61 citedOpen Access
Subject-Agnostic Transformer-Based Neural Speech Decoding from Surface and Depth Electrode Signals
2024· 6 citedOpen Access
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Frequent Co-authors

Adeen Flinker(20), Werner Doyle(16), Yao Wang(15), Patricia Dugan(14), Nikola Janjušević(12), Orrin Devinsky(11), Xupeng Chen(10), Leyao Yu(8), Daniel Friedman(7), Yao Wang(6), Orrin Devinsky(6), Ran Wang(4), D. B. Friedman(4), Yasamin Esmaeili(4), Ran Wang(3), Chenqian Le(3), Feng Li(3), Andrew J. Michalak(3), Daniel Friedman(3), Yasamin Esmaeili(3)