Edward F. Chang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Linear Dynamical Systems

Visual Analysis

Top Venues

Frontiers Neuroinformatics

Publications

Peili Chen, Linyang He, Li Fu, Lu Fan, Edward F. Chang, Yuanning Li
Do Self-Supervised Speech and Language Models Extract Similar Representations as Human Brain? ICASSP (2024)
Jiawei Li, Chunxu Guo, Li Fu, Lu Fan, Edward F. Chang, Yuanning Li
Neural2speech: A Transfer Learning Framework for Neural-Driven Speech Reconstruction. ICASSP (2024)
Jiawei Li, Chunxu Guo, Li Fu, Lu Fan, Edward F. Chang, Yuanning Li
Neural2Speech: A Transfer Learning Framework for Neural-Driven Speech Reconstruction. CoRR (2023)
Cheol Jun Cho, Edward F. Chang, Gopala Krishna Anumanchipalli
Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data. ICML (2023)
Daniela A. Astudillo Maya, Kristin K. Sellers, Noah Stapper, Ankit N. Khambhati, Catherine Henderson, Joline Fan, Vikram Rao, Katherine W. Scangos, Edward F. Chang, Andrew D. Krystal
Identification of Neural Biomarkers of Major Depressive Disorder Symptom Severity Using Computerized Linguistic Analysis. NER (2023)
Cheol Jun Cho, Edward F. Chang, Gopala Krishna Anumanchipalli
Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data. CoRR (2023)
Peili Chen, Linyang He, Li Fu, Lu Fan, Edward F. Chang, Yuanning Li
Do self-supervised speech and language models extract similar representations as human brain? CoRR (2023)
Pengfei Sun, David A. Moses, Edward F. Chang
Modeling neural dynamics during speech production using a state space variational autoencoder. CoRR (2019)
Jesse A. Livezey, Kristofer E. Bouchard, Edward F. Chang
Deep learning as a tool for neural data analysis: Speech classification and cross-frequency coupling in human sensorimotor cortex. PLoS Comput. Biol. 15 (9) (2019)
Kristin K. Sellers, William L. Schuerman, Heather E. Dawes, Edward F. Chang, Matthew K. Leonard
Comparison of Common Artifact Rejection Methods applied to Direct Cortical and Peripheral Stimulation in Human ECoG. NER (2019)
Maryam Bijanzadeh, Maansi Desai, Deanna L. Wallace, Nikhita Mummaneni, Nikhita Kunwar, Heather E. Dawes, Edward F. Chang
Decoding Natural Positive Emotional Behaviors from Human Fronto-Temporal Mesolimbic Structures. NER (2019)
Alan David Kaplan, Qi Cheng, Piyush Karande, Elizabeth Tran, Maryam Bijanzadeh, Heather E. Dawes, Edward F. Chang
Localization of Emotional Affect in Electrocorticography Using a Model Based Discrimination Measure. ACSSC (2019)
Pengfei Sun, Gopala Krishna Anumanchipalli, Edward F. Chang
Brain2Char: A Deep Architecture for Decoding Text from Brain Recordings. CoRR (2019)
Ahmed Hussen Abdelaziz, Shuo-Yiin Chang, Nelson Morgan, Erik Edwards, Dorothea Kolossa, Dan Ellis, David A. Moses, Edward F. Chang
On Neural Phone Recognition of Mixed-Source ECoG Signals. CoRR (2019)
Andrew J. Tritt, Oliver Rübel, Benjamin K. Dichter, Ryan Ly, Donghe Kang, Edward F. Chang, Loren M. Frank, Kristofer E. Bouchard
HDMF: Hierarchical Data Modeling Framework for Modern Science Data Standards. IEEE BigData (2019)
Qi Cheng, Alan David Kaplan, Piyush Karande, Maryam Bijanzadeh, Heather E. Dawes, Edward F. Chang
Emotion Discrimination through Electrode Network Connectivity Pattern Recognition. ACSSC (2019)
Prasad Shirvalkar, Tess L. Veuthey, Heather E. Dawes, Edward F. Chang
Closed-Loop Deep Brain Stimulation for Refractory Chronic Pain. Frontiers Comput. Neurosci. 12 (2018)
Jesse A. Livezey, Kristofer E. Bouchard, Edward F. Chang
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex. CoRR (2018)
Edward F. Chang, Garret Kurteff, Stephen M. Wilson
Selective Interference with Syntactic Encoding during Sentence Production by Direct Electrocortical Stimulation of the Inferior Frontal Gyrus. J. Cogn. Neurosci. 30 (3) (2018)
David G. Clark, Jesse A. Livezey, Edward F. Chang, Kristofer E. Bouchard
Spiking Linear Dynamical Systems on Neuromorphic Hardware for Low-Power Brain-Machine Interfaces. CoRR (2018)
Yuxiao Yang, Edward F. Chang, Maryam Modir Shanechi
Dynamic tracking of non-stationarity in human ECoG activity. EMBC (2017)
Sugeerth Murugesan, Kristofer E. Bouchard, Edward F. Chang, Max Dougherty, Bernd Hamann, Gunther H. Weber
Multi-scale visual analysis of time-varying electrocorticography data via clustering of brain regions. BMC Bioinform. 18 (6) (2017)
Vikram Rao, Matthew K. Leonard, Jonathan K. Kleen, Ben A. Lucas, Emily A. Mirro, Edward F. Chang
Chronic ambulatory electrocorticography from human speech cortex. NeuroImage 153 (2017)
Kristofer E. Bouchard, Alejandro F. Bujan, Farbod Roosta-Khorasani, Shashanka Ubaru, Prabhat, Antoine Snijders, Jian-Hua Mao, Edward F. Chang, Michael W. Mahoney, Sharmodeep Bhattacharyya
Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction. NIPS (2017)
Kristofer E. Bouchard, Alejandro F. Bujan, Edward F. Chang, Friedrich T. Sommer
Sparse coding of ECoG signals identifies interpretable components for speech control in human sensorimotor cortex. EMBC (2017)
Liberty S. Hamilton, David L. Chang, Morgan B. Lee, Edward F. Chang
Semi-automated Anatomical Labeling and Inter-subject Warping of High-Density Intracranial Recording Electrodes in Electrocorticography. Frontiers Neuroinformatics 11 (2017)
Tejaswy Pailla, Werner Jiang, Benjamin K. Dichter, Edward F. Chang, Vikash Gilja
ECoG data analyses to inform closed-loop BCI experiments for speech-based prosthetic applications. EMBC (2016)
Leah Muller, Sarah H. Felix, Kedar G. Shah, Kye Young Lee, Satinderpall Pannu, Edward F. Chang
Thin-film, high-density micro-electrocorticographic decoding of a human cortical gyrus. EMBC (2016)
Oliver Rübel, Max Dougherty, Prabhat, Peter Denes, David Conant, Edward F. Chang, Kristofer E. Bouchard
Methods for Specifying Scientific Data Standards and Modeling Relationships with Applications to Neuroscience. Frontiers Neuroinformatics 10 (2016)
Werner Jiang, Tejaswy Pailla, Benjamin K. Dichter, Edward F. Chang, Vikash Gilja
Decoding speech using the timing of neural signal modulation. EMBC (2016)
Sugeerth Murugesan, Kristofer E. Bouchard, Edward F. Chang, Max Dougherty, Bernd Hamann, Gunther H. Weber
Hierarchical Spatio-temporal Visual Analysis of Cluster Evolution in Electrocorticography Data. BCB (2016)
Kristofer E. Bouchard, Edward F. Chang
Neural decoding of spoken vowels from human sensory-motor cortex with high-density electrocorticography. EMBC (2014)
Edward F. Chang, Erik Edwards, Srikantan S. Nagarajan, Noa Fogelson, Sarang S. Dalal, Ryan T. Canolty, Heidi E. Kirsch, Nicholas M. Barbaro, Robert T. Knight
Cortical Spatio-temporal Dynamics Underlying Phonological Target Detection in Humans. J. Cogn. Neurosci. 23 (6) (2011)