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 | 258 | 2019 |
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 | 165 | 2022 |
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 | 154 | 2017 |
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 | 149 | 2009 |
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 | 146 | 2018 |
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 | 90 | 2012 |
Temporal dynamics of decision-making during motion perception in the visual cortex S Grossberg, PK Pilly Vision research 48 (12), 1345-1373, 2008 | 77 | 2008 |
Complementary learning for overcoming catastrophic forgetting using experience replay M Rostami, S Kolouri, PK Pilly arXiv preprint arXiv:1903.04566, 2019 | 75 | 2019 |
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 | 51 | 2020 |
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 | 48 | 2012 |
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 | 47 | 2018 |
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 | 45 | 2013 |
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 | 38 | 2014 |
Sliced Cramer synaptic consolidation for preserving deeply learned representations S Kolouri, NA Ketz, A Soltoggio, PK Pilly International Conference on Learning Representations, 2020 | 36 | 2020 |
Sparse inference modules for deep learning PK Pilly, ND Stepp, N Srinivasa US Patent App. 15/079,899, 2017 | 35 | 2017 |
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 | 30 | 2018 |
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 | 27 | 2010 |
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 | 25 | 2016 |
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 | 23 | 2018 |
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 | 19 | 2023 |