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Praveen K. Pilly
Praveen K. Pilly
Senior Research Scientist, HRL Laboratories
Geverifieerd e-mailadres voor hrl.com
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Transcranial alternating current stimulation entrains single-neuron activity in the primate brain
MR Krause, PG Vieira, BA Csorba, PK Pilly, CC Pack
Proceedings of the National Academy of Sciences 116 (12), 5747-5755, 2019
2962019
Biological underpinnings for lifelong learning machines
D Kudithipudi, M Aguilar-Simon, J Babb, M Bazhenov, D Blackiston, ...
Nature Machine Intelligence 4 (3), 196-210, 2022
2342022
Transcranial direct current stimulation facilitates associative learning and alters functional connectivity in the primate brain
MR Krause, TP Zanos, BA Csorba, PK Pilly, J Choe, ME Phillips, A Datta, ...
Current Biology 27 (20), 3086-3096. e3, 2017
1632017
Closed-loop slow-wave tACS improves sleep-dependent long-term memory generalization by modulating endogenous oscillations
N Ketz, AP Jones, NB Bryant, VP Clark, PK Pilly
Journal of Neuroscience 38 (33), 7314-7326, 2018
1612018
What a difference a parameter makes: A psychophysical comparison of random dot motion algorithms
PK Pilly, AR Seitz
Vision research 49 (13), 1599-1612, 2009
1532009
How do spatial learning and memory occur in the brain? Coordinated learning of entorhinal grid cells and hippocampal place cells
PK Pilly, S Grossberg
Journal of cognitive neuroscience 24 (5), 1031-1054, 2012
962012
Complementary learning for overcoming catastrophic forgetting using experience replay
M Rostami, S Kolouri, PK Pilly
arXiv preprint arXiv:1903.04566, 2019
832019
Temporal dynamics of decision-making during motion perception in the visual cortex
S Grossberg, PK Pilly
Vision research 48 (12), 1345-1373, 2008
782008
Generative Continual Concept Learning
M Rostami, S Kolouri, J McClelland, P Pilly
Proceedings of the AAAI Conference on Artificial Intelligence 34 (4), 5545-5552, 2020
542020
Dose-dependent effects of closed-loop tACS delivered during slow-wave oscillations on memory consolidation
AP Jones, J Choe, NB Bryant, CSH Robinson, NA Ketz, SW Skorheim, ...
Frontiers in neuroscience 12, 867, 2018
522018
How entorhinal grid cells may learn multiple spatial scales from a dorsoventral gradient of cell response rates in a self-organizing map
S Grossberg, PK Pilly
Public Library of Science 8 (10), e1002648, 2012
482012
Spiking neurons in a hierarchical self-organizing map model can learn to develop spatial and temporal properties of entorhinal grid cells and hippocampal place cells
PK Pilly, S Grossberg
PloS one 8 (4), e60599, 2013
472013
Sliced Cramer synaptic consolidation for preserving deeply learned representations
S Kolouri, NA Ketz, A Soltoggio, PK Pilly
International Conference on Learning Representations, 2020
412020
Sparse inference modules for deep learning
PK Pilly, ND Stepp, N Srinivasa
US Patent App. 15/079,899, 2017
382017
Coordinated learning of grid cell and place cell spatial and temporal properties: multiple scales, attention and oscillations
S Grossberg, PK Pilly
Philosophical Transactions of the Royal Society B: Biological Sciences 369 …, 2014
382014
The benefits of closed-loop transcranial alternating current stimulation on subjective sleep quality
CSH Robinson, NB Bryant, JW Maxwell, AP Jones, B Robert, ...
Brain sciences 8 (12), 204, 2018
352018
On comparing in vivo intracranial recordings in non-human primates to predictions of optimized transcranial electrical stimulation
A Datta, MR Krause, PK Pilly, J Choe, TP Zanos, C Thomas, CC Pack
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
272016
Low-level sensory plasticity during task-irrelevant perceptual learning: evidence from conventional and double training procedures
PK Pilly, S Grossberg, AR Seitz
Vision research 50 (4), 424-432, 2010
272010
A domain-agnostic approach for characterization of lifelong learning systems
MM Baker, A New, M Aguilar-Simon, Z Al-Halah, SMR Arnold, ...
Neural Networks 160, 274-296, 2023
252023
Mental state assessment and validation using personalized physiological biometrics
AN Patel, MD Howard, SM Roach, AP Jones, NB Bryant, CSH Robinson, ...
Frontiers in human neuroscience 12, 221, 2018
252018
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