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Vivek Kurien George
Vivek Kurien George
AI/ML Staff Research Scientist, Lawrence Livermore National Laboratory
Verified email at llnl.gov
Title
Cited by
Cited by
Year
Generalizable machine learning in neuroscience using graph neural networks
PY Wang, S Sapra, VK George, GA Silva
Frontiers in artificial intelligence 4, 618372, 2021
182021
An optimized structure-function design principle underlies efficient signaling dynamics in neurons
F Puppo, V George, GA Silva
Scientific reports 8 (1), 10460, 2018
182018
Computing Temporal Sequences Associated With Dynamic Patterns on the C. elegans Connectome
VK George, F Puppo, GA Silva
Frontiers in systems neuroscience 15, 564124, 2021
42021
Construction of edge-ordered multidirected graphlets for comparing dynamics of spatial temporal neural networks
JM Roldan, VK George, GA Silva
arXiv preprint arXiv:2006.15971, 2020
22020
Spatiotemporal analysis of 3D human iPSC-derived neural networks using a 3D multi-electrode array
D Lam, HA Enright, J Cadena, VK George, DA Soscia, AC Tooker, ...
Frontiers in Cellular Neuroscience 17, 2023
12023
A Computational Model for Storing Memories in the Synaptic Structures of the Brain
V George, V Morar, G Silva
bioRxiv, 2022.10. 21.513291, 2022
12022
Extending Undirected Graph Techniques to Directed Graphs via Category Theory
S Pardo-Guerra, VK George, V Morar, J Roldan, GA Silva
Mathematics 12 (9), 1357, 2024
2024
Corrigendum: Spatiotemporal analysis of 3D human iPSC-derived neural networks using a 3D multi-electrode array
D Lam, HA Enright, J Cadena, VK George, DA Soscia, AC Tooker, ...
Frontiers in Cellular Neuroscience, 2023
2023
A Computational Model for Storing and Embedding Data in Dynamically Evolving Network Synaptic Structures
VK George, V Morar, GA Silva
2023
Identifying steady state in the network dynamics of spiking neural networks
VK George, A Gupta, GA Silva
Heliyon 9 (3), 2023
2023
On using undirected graph techniques for directed graphs through Category Theory
SP Guerra, VK George, V Morar, R Joshua, G Silva
2022
Learning without gradient descent encoded by the dynamics of a neurobiological model
VK George, V Morar, W Yang, J Larson, B Tower, S Mahajan, A Gupta, ...
arXiv preprint arXiv:2103.08878, 2021
2021
Network Designs Via Signaling Dynamics On Geometric Dynamic Graphs
VK George
University of California, San Diego, 2019
2019
Modeling Diffusion Process of Neurotransmitter Across Synapse
V George, S Zhang, G Yang
Dendritic Excitation Dependence on Synaptic Democracy in CA1 Pyramidal Neurons
P Chung, V George, J Hermiz
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Articles 1–15