Vikash Gilja

University of California San Diego — United States

Neuroscience · Life Sciences

33h-index5.1kcitations99works5.32yr avg
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Research Topics

EEG and Brain-Computer Interfaces(62), Neuroscience and Neural Engineering(60), Neural dynamics and brain function(37), Advanced Memory and Neural Computing(25), Muscle activation and electromyography studies(12)

Publications99 total

Compositional decoding of neural activity enhances generalization in handwriting BCIs
2026Open Access
Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics
ArXiv.org·2025· 1 citedOpen Access
SONIC: A Benchmarking Paradigm for Brain-Computer Interfaces
2025Open Access
Word-Level Error Analysis in Decoding Systems: From Speech Recognition to Brain-Computer Interfaces
2025· 1 cited
Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics
JuSER Publikationsportal·2025Open Access
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark
2024· 1 citedOpen Access
Guiding Brain-to-Vocalization Decoder Design Using Structured Generalization Error
2024· 1 cited
Neural population dynamics in songbird RA and HVC during learned motor-vocal behavior
PubMed·2024· 1 citedOpen Access
Consistent spectro-spatial features of human ECoG successfully decode naturalistic behavioral states
Frontiers in Human Neuroscience·2024· 4 citedOpen Access
Teaching System Design in Experiential Learning: Building a Fitness Wearable at Home
2021 ASEE Virtual Annual Conference Content Access Proceedings·2024Open Access
High-density transparent graphene arrays for predicting cellular calcium activity at depth from surface potential recordings
Nature Nanotechnology·2024· 55 citedOpen Access
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark
2024
Cellular Calcium Activity at Depth Predicted from Surface Potential Recordings using Ultra-high Density Transparent Graphene Arrays
2023Open Access
High-performance neural population dynamics modelingenabled by scalable computational infrastructure
The Journal of Open Source Software·2023· 3 citedOpen Access
Imaging through Wind <i>an</i> see electrode arrays reveals a small fraction of local neurons following surface MUA
2022· 2 citedOpen Access
Spatiotemporal dynamics of human high gamma discriminate naturalistic behavioral states
PLoS Computational Biology·2022· 6 citedOpen Access
High γ Activity in Cortex and Hippocampus Is Correlated with Autonomic Tone during Sleep
eNeuro·2021· 9 citedOpen Access
Local field potentials in a pre-motor region predict learned vocal sequences
PLoS Computational Biology·2021· 9 citedOpen Access
Neurally driven synthesis of learned, complex vocalizations
Current Biology·2021· 10 citedOpen Access
Microscale Physiological Events on the Human Cortical Surface
Cerebral Cortex·2021· 48 citedOpen Access
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Frequent Co-authors

Krishna V. Shenoy(30), Paul Nuyujukian(17), Stephen I. Ryu(15), Cynthia A. Chestek(11), Youngbin Tchoe(10), Eric Halgren(10), Shadi A. Dayeh(10), John P. Cunningham(8), Byron M. Yu(8), Cindy A Chestek(7), John Hermiz(7), Jaimie M. Henderson(6), Afsheen Afshar(6), Stephen I. Ryu(5), Christine H Blabe(5), Reid R. Harrison(5), Ryan J. Kier(5), Florian Solzbacher(5), Gopal Santhanam(5), Teresa H. Meng(5)