Vikash Gilja

35 papers A* 1A 1B 1C 3Misc 1Journal 11Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics.
CoRR
Ram Dyuthi Sristi, Sowmya Manojna Narasimha, Jingya Huang, Alice Despatin, Simon Musall, Vikash Gilja, Gal Mishne
2025 A conf
Word-Level Error Analysis in Decoding Systems: From Speech Recognition to Brain-Computer Interfaces.
INTERSPEECH
Jingya Huang, Aashish N. Patel, Sowmya Manojna Narasimha, Gal Mishne, Vikash Gilja
2024 A* conf
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark.
NeurIPS
Brianna Karpowicz, Joel Ye, Chaofei Fan, Pablo Tostado-Marcos, Fabio Rizzoglio, Clayton Washington, Thiago Scodeler, Diogo de Lucena, Samuel R. Nason-Tomaszewski, Matthew Mender, Xuan Ma, Ezequiel M. Arneodo, Leigh R. Hochberg, Cynthia A. Chestek, Jaimie M. Henderson, Timothy Gentner, Vikash Gilja, Lee E. Miller, Adam Rouse, Robert Gaunt, Jennifer L. Collinger, Chethan Pandarinath
2024 — conf
Guiding Brain-to-Vocalization Decoder Design Using Structured Generalization Error.
EMBC
Jingya Huang, Pablo Tostado-Marcos, Sowmya Manojna Narasimha, Aashish N. Patel, Ezequiel M. Arneodo, Timothy Q. Gentner, Gal Mishne, Vikash Gilja
2023 J jnl
High-performance neural population dynamics modeling enabled by scalable computational infrastructure.
J. Open Source Softw.
Aashish N. Patel, Andrew R. Sedler, Jingya Huang, Chethan Pandarinath, Vikash Gilja
2022 J jnl
Spatiotemporal dynamics of human high gamma discriminate naturalistic behavioral states.
PLoS Comput. Biol.
Abdulwahab Alasfour, Paolo Gabriel, Xi Jiang, Isaac Shamie, Lucia Melloni, Thomas Thesen, Patricia Dugan, Daniel Friedman, Werner K. Doyle, Orrin Devinsky, David Gonda, Shifteh Sattar, Sonya Wang, Eric Halgren, Vikash Gilja
2021 — conf
Affective response to volitional input perturbations in obstacle avoidance and target tracking games.
EMBC
Aashish N. Patel, Geeling Chau, Cheng Chang, Allan Sun, Jingya Huang, Tzyy-Ping Jung, Vikash Gilja
2021 J jnl
Local field potentials in a pre-motor region predict learned vocal sequences.
PLoS Comput. Biol.
Daril E. Brown II, Jairo I. Chavez, Derek H. Nguyen, Adam Kadwory, Bradley Voytek, Ezequiel M. Arneodo, Timothy Q. Gentner, Vikash Gilja
2021 — conf
Unsupervised Channel Compression Methods in Motor Prostheses Design.
EMBC
Abdullah Alothman, Vikash Gilja
2019 J jnl
Correlation Structure in Micro-ECoG Recordings is Described by Spatially Coherent Components.
PLoS Comput. Biol.
Nicholas Rogers, John Hermiz, Mehran Ganji, Erik J. Kaestner, Kivilcim Kiliç, Lorraine Hossain, Martin Thunemann, Daniel R. Cleary, Bob S. Carter, David Barba, Anna Devor, Eric Halgren, Shadi A. Dayeh, Vikash Gilja
2018 B conf
Improving Classification Accuracy in Cortical Surface Recordings Using ICA-Based Features.
SMC
Stephen Estrin, Ramón Martínez-Cancino, Scott Makeig, Vikash Gilja
2018 J jnl
Sub-millimeter ECoG pitch in human enables higher fidelity cognitive neural state estimation.
NeuroImage
John Hermiz, Nicholas Rogers, Erik J. Kaestner, Mehran Ganji, Dan Cleary, Bob S. Carter, David Barba, Shadi A. Dayeh, Eric Halgren, Vikash Gilja
2016 — conf
A clinic compatible, open source electrophysiology system.
EMBC
John Hermiz, Nick Rogers, Erik J. Kaestner, Mehran Ganji, Dan Cleary, Joseph Snider, David Barba, Shadi A. Dayeh, Eric Halgren, Vikash Gilja
2016 — conf
Decoding speech using the timing of neural signal modulation.
EMBC
Werner Jiang, Tejaswy Pailla, Benjamin K. Dichter, Edward F. Chang, Vikash Gilja
2016 — conf
ECoG data analyses to inform closed-loop BCI experiments for speech-based prosthetic applications.
EMBC
Tejaswy Pailla, Werner Jiang, Benjamin K. Dichter, Edward F. Chang, Vikash Gilja
2016 — conf
Graphene neural interfaces for artifact free optogenetics.
EMBC
Hongming Lyu, Xin Liu, Nick Rogers, Vikash Gilja, Duygu Kuzum
2016 — conf
Hidden-Markov Factor Analysis as a spatiotemporal model for electrocorticography.
EMBC
Akinyinka Omigbodun, Werner K. Doyle, Orrin Devinsky, Daniel Friedman, Thomas Thesen, Vikash Gilja
2016 — conf
Neural correlates to automatic behavior estimations from RGB-D video in epilepsy unit.
EMBC
Paolo Gabriel, Werner K. Doyle, Orrin Devinsky, Daniel Friedman, Thomas Thesen, Vikash Gilja
2015 — conf
A scalable high-density electrochemical biosensor array for parallelized point-of-care diagnostics.
BioCAS
Alexander Sun, Anthony Au, A. G. Venkatesh, Vikash Gilja, Drew A. Hall
2012 — conf
A brain machine interface control algorithm designed from a feedback control perspective.
EMBC
Vikash Gilja, Paul Nuyujukian, Cindy A. Chestek, John P. Cunningham, Byron M. Yu, Joline M. Fan, Stephen I. Ryu, Krishna V. Shenoy
2011 J jnl
Challenges and Opportunities for Next-Generation Intracortically Based Neural Prostheses.
IEEE Trans. Biomed. Eng.
Vikash Gilja, Cindy A. Chestek, Ilka Diester, Jaimie M. Henderson, Karl Deisseroth, Krishna V. Shenoy
2011 — conf
Monkey models for brain-machine interfaces: The need for maintaining diversity.
EMBC
Paul Nuyujukian, Joline M. Fan, Vikash Gilja, Paul S. Kalanithi, Cindy A. Chestek, Krishna V. Shenoy
2010 J jnl
HermesD: A High-Rate Long-Range Wireless Transmission System for Simultaneous Multichannel Neural Recording Applications.
IEEE Trans. Biomed. Circuits Syst.
Henrique Miranda, Vikash Gilja, Cindy A. Chestek, Krishna V. Shenoy, Teresa H. Meng
2010 — —
Towards clinically viable neural prosthetic systems.
Vikash Gilja
2009 C conf
A High-rate Long-range Wireless Transmission System for Multichannel Neural Recording Applications.
ISCAS
Henrique Miranda, Vikash Gilja, Cynthia A. Chestek, Krishna V. Shenoy, Teresa H. Meng
2009 J jnl
Methods for estimating neural firing rates, and their application to brain-machine interfaces.
Neural Networks
John P. Cunningham, Vikash Gilja, Stephen I. Ryu, Krishna V. Shenoy
2008 Misc conf
A factor-analysis decoder for high-performance neural prostheses.
ICASSP
Gopal Santhanam, Byron M. Yu, Vikash Gilja, Stephen I. Ryu, Afsheen Afshar, Maneesh Sahani, Krishna V. Shenoy
2008 C conf
HermesC: RF wireless low-power neural recording system for freely behaving primates.
ISCAS
Cynthia A. Chestek, Vikash Gilja, Paul Nuyujukian, Stephen I. Ryu, Krishna V. Shenoy, Ryan J. Kier
2008 J jnl
Signal Processing Challenges for Neural Prostheses.
IEEE Signal Process. Mag.
Michael D. Linderman, Gopal Santhanam, Caleb T. Kemere, Vikash Gilja, Stephen O'Driscoll, Byron M. Yu, Afsheen Afshar, Stephen I. Ryu, Krishna V. Shenoy, Teresa H. Meng
2008 C conf
Wireless neural signal acquisition with single low-power integrated circuit.
ISCAS
Reid R. Harrison, Ryan J. Kier, Bradley Greger, Florian Solzbacher, Cynthia A. Chestek, Vikash Gilja, Paul Nuyujukian, Stephen I. Ryu, Krishna V. Shenoy
2007 J jnl
HermesB: A Continuous Neural Recording System for Freely Behaving Primates.
IEEE Trans. Biomed. Eng.
Gopal Santhanam, Michael D. Linderman, Vikash Gilja, Afsheen Afshar, Stephen I. Ryu, Teresa H. Meng, Krishna V. Shenoy
2006 — conf
An Autonomous, Broadband, Multi-channel Neural Recording System for Freely Behaving Primates.
EMBC
Michael D. Linderman, Vikash Gilja, Gopal Santhanam, Afsheen Afshar, Stephen I. Ryu, Teresa H. Meng, Krishna V. Shenoy
2006 — conf
Increasing the Performance of Cortically-Controlled Prostheses.
EMBC (Supplement)
Krishna V. Shenoy, Teresa H. Santhanam, Stephen I. Ryu, Afsheen Afshar, Byron M. Yu, Vikash Gilja, Michael D. Linderman, Rachel S. Kalmar, John P. Cunningham, Caleb T. Kemere, Aaron P. Batista, Mark M. Churchland, Teresa H. Meng
2006 — conf
Multiday Electrophysiological Recordings from Freely Behaving Primates.
EMBC
Vikash Gilja, Michael D. Linderman, Gopal Santhanam, Afsheen Afshar, Stephen I. Ryu, Teresa H. Meng, Krishna V. Shenoy
2006 — conf
Neural Recording Stability of Chronic Electrode Arrays in Freely Behaving Primates.
EMBC
Michael D. Linderman, Vikash Gilja, Gopal Santhanam, Afsheen Afshar, Stephen I. Ryu, Teresa H. Meng, Krishna V. Shenoy