Praveen K. Pilly

发表

Mental State Assessment and Validation Using Personalized Physiological Biometrics

Vincent P. Clark, Aashish N. Patel, Michael D. Howard, 2018, Front. Hum. Neurosci..

Hypercolumn Sparsification for Low-Power Convolutional Neural Networks

Narayan Srinivasa, David W. Payton, Praveen K. Pilly, 2019, ACM J. Emerg. Technol. Comput. Syst..

Probabilistic Program Neurogenesis

Praveen K. Pilly, Charles E. Martin, 2019, Artificial Life Conference Proceedings.

Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations

Soheil Kolouri, Andrea Soltoggio, Praveen K. Pilly, 2020, ICLR.

Brain without Bayes: Temporal dynamics of decision-making during form and motion perception by the laminar circuits of visual cortex

Stephen Grossberg, Praveen K. Pilly, S. Grossberg, 2010 .

How does the modular organization of entorhinal grid cells develop?

Stephen Grossberg, Praveen K. Pilly, S. Grossberg, 2014, Front. Hum. Neurosci..

Attention-Based Structural-Plasticity pdf

Jeffrey L. Krichmar, Soheil Kolouri, Xinyun Zou, 2019, ArXiv.

Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture pdf

Jeffrey L. Krichmar, Soheil Kolouri, Andrea Soltoggio, 2019, ArXiv.

How Do Spatial Learning and Memory Occur in the Brain? Coordinated Learning of Entorhinal Grid Cells and Hippocampal Place Cells

Stephen Grossberg, Praveen K. Pilly, S. Grossberg, 2012, Journal of Cognitive Neuroscience.

The neural basis of decision-making during sensemaking: Implications for human-system interaction

Hongbin Wang, Yanlong Sun, Michael D. Howard, 2015, 2015 IEEE Aerospace Conference.

How Entorhinal Grid Cells May Learn Multiple Spatial Scales from a Dorsoventral Gradient of Cell Response Rates in a Self-organizing Map

Stephen Grossberg, Praveen K. Pilly, S. Grossberg, 2012, PLoS Comput. Biol..

Using World Models for Pseudo-Rehearsal in Continual Learning pdf

Soheil Kolouri, Praveen K. Pilly, Nicholas Ketz, 2019, ArXiv.

What a difference a parameter makes: A psychophysical comparison of random dot motion algorithms

Aaron R. Seitz, Praveen K. Pilly, A. Seitz, 2009, Vision Research.

Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay pdf

Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly, 2019, IJCAI.

Detecting Changes and Avoiding Catastrophic Forgetting in Dynamic Partially Observable Environments

Soheil Kolouri, Praveen K. Pilly, Pawel Ladosz, 2020, Frontiers in Neurorobotics.

On comparing in vivo intracranial recordings in non-human primates to predictions of optimized transcranial electrical stimulation

Abhishek Datta, Chris Thomas, Praveen K. Pilly, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Modeling Contextual Modulation of Memory Associations in the Hippocampus

Michael D. Howard, Praveen K. Pilly, Rajan Bhattacharyya, 2018, Front. Hum. Neurosci..

Neuromodulated Goal-Driven Perception in Uncertain Domains pdf

Jeffrey L. Krichmar, Soheil Kolouri, Xinyun Zou, 2019, ArXiv.

A model of bi-directional interactions between complementary learning systems for memory consolidation of sequential experiences

Praveen K. Pilly, Steven Skorheim, Michael D. Howard, 2019, bioRxiv.

Dose-Dependent Effects of Closed-Loop tACS Delivered During Slow-Wave Oscillations on Memory Consolidation

Vincent P. Clark, Michael D. Howard, Aaron P. Jones, 2018, Front. Neurosci..

Lifelong Learning with Sketched Structural Regularization pdf

Vladimir Braverman, Soheil Kolouri, Praveen K. Pilly, 2021, ACML.

Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture

Jeffrey L. Krichmar, Soheil Kolouri, Andrea Soltoggio, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Context Meta-Reinforcement Learning via Neuromodulation pdf

Andrea Soltoggio, Praveen K. Pilly, Eseoghene Ben-Iwhiwhu, 2021, ArXiv.

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

Praveen K. Pilly, S. Grossberg, 2013, PloS one.

Attention-Based Structural-Plasticity

Praveen K. Pilly, Nicholas A. Ketz, J. Krichmar, 2019, 1903.06070.

Temporal dynamics of decision-making during motion perception in the visual cortex

Praveen K. Pilly, S. Grossberg, 2008, Vision Research.

Context Meta-Reinforcement Learning via Neuromodulation

Praveen K. Pilly, Nicholas A. Ketz, A. Soltoggio, 2021, Neural Networks.

One-Shot Tagging During Wake and Cueing During Sleep With Spatiotemporal Patterns of Transcranial Electrical Stimulation Can Boost Long-Term Metamemory of Individual Episodes in Humans

Shane M. Roach, Natalie B. Bryant, Praveen K. Pilly, 2019, bioRxiv.

Spatiotemporal patterns of transcranial electrical stimulation can strengthen the metamemory of individual episodic memories in humans

Shane M. Roach, Natalie B. Bryant, Praveen K. Pilly, 2019 .

Transcranial Direct Current Stimulation Facilitates Associative Learning and Alters Functional Connectivity in the Primate Brain

Praveen K. Pilly, Theodoros P. Zanos, Matthew R. Krause, 2017, Current Biology.

Interactions between contrast and spatial displacement in visual motion processing

Aaron R. Seitz, Praveen K. Pilly, Christopher C. Pack, 2008, Current Biology.

How reduction of theta rhythm by medial septum inactivation may covary with disruption of entorhinal grid cell responses due to reduced cholinergic transmission

Stephen Grossberg, Praveen K. Pilly, S. Grossberg, 2013, Front. Neural Circuits.

Low-level sensory plasticity during task-irrelevant perceptual learning: Evidence from conventional and double training procedures

Stephen Grossberg, Aaron R. Seitz, Praveen K. Pilly, 2010, Vision Research.

Probabilistic Program Neurogenesis

Praveen K. Pilly, Charles E. Martin, 2019, Artificial Life Conference Proceedings.

One-Shot Tagging During Wake and Cueing During Sleep With Spatiotemporal Patterns of Transcranial Electrical Stimulation Can Boost Long-Term Metamemory of Individual Episodes in Humans

Shane M. Roach, Natalie B. Bryant, Praveen K. Pilly, 2020, Frontiers in neuroscience.

Task-Irrelevant Perceptual Learning Specific to the Contrast Polarity of Motion Stimuli

Aaron R. Seitz, Praveen K. Pilly, S. Grossberg, 2009 .

Lifelong Reinforcement Learning with Modulating Masks

Praveen K. Pilly, A. Soltoggio, S. Kolouri, 2022, ArXiv.

A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems

Santhosh K. Ramakrishnan, Gautam K. Vallabha, Praveen K. Pilly, 2023, Neural Networks.

Coordinated learning of grid cell and place cell spatial and temporal properties: multiple scales, attention and oscillations

Stephen Grossberg, Praveen K. Pilly, Praveen K Pilly, 2013, Philosophical Transactions of the Royal Society B: Biological Sciences.

Brain connectivity alterations during sleep by closed-loop transcranial neurostimulation predict metamemory sensitivity

Natalie B. Bryant, Praveen K. Pilly, Ryan J. Hubbard, 2021, Network Neuroscience.

Transcranial Current Stimulation During Sleep Facilitates Insight into Temporal Rules, but does not Consolidate Memories of Individual Sequential Experiences

Natalie B. Bryant, Praveen K. Pilly, Nicholas A. Ketz, 2019, Scientific Reports.

The Benefits of Closed-Loop Transcranial Alternating Current Stimulation on Subjective Sleep Quality

Natalie B. Bryant, Praveen K. Pilly, Joseph L. Sanguinetti, 2018, Brain sciences.

Closed-Loop Slow-Wave tACS Improves Sleep-Dependent Long-Term Memory Generalization by Modulating Endogenous Oscillations

Natalie B. Bryant, Praveen K. Pilly, Praveen K Pilly, 2018, The Journal of Neuroscience.

An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations pdf

Jean-Baptiste Mouret, Praveen K. Pilly, Nicholas Ketz, 2021, ArXiv.

Neuromodulated attention and goal-driven perception in uncertain domains

Soheil Kolouri, Xinyun Zou, Praveen K. Pilly, 2020, Neural Networks.

Biological underpinnings for lifelong learning machines

Praveen K. Pilly, Nicholas A. Ketz, J. Clune, 2022, Nature Machine Intelligence.

Closed-Loop tACS Delivered during Slow-Wave Sleep Reduces Retroactive Interference on a Paired-Associates Learning Task

Natalie B. Bryant, Praveen K. Pilly, Nicholas A. Ketz, 2023, Brain sciences.

Generative Continual Concept Learning

Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly, 2019, AAAI.

Lifelong Reinforcement Learning with Modulating Masks

Praveen K. Pilly, A. Soltoggio, S. Kolouri, 2022, ArXiv.

The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning

Praveen K. Pilly, A. Soltoggio, S. Kolouri, 2023, ArXiv.

Evolving inborn knowledge for fast adaptation in dynamic POMDP problems

Wen-Hua Chen, Praveen K. Pilly, Pawel Ladosz, 2020, GECCO.

Continual Learning Using World Models for Pseudo-Rehearsal

Soheil Kolouri, Praveen K. Pilly, Nicholas Ketz, 2019 .

Transcranial alternating current stimulation entrains single-neuron activity in the primate brain

Praveen K. Pilly, Matthew R. Krause, Christopher C. Pack, 2019, Proceedings of the National Academy of Sciences.

Transcranial Current Stimulation During Sleep Facilitates Insight into Temporal Rules, but does not Consolidate Memories of Individual Sequential Experiences

Natalie B. Bryant, Praveen K. Pilly, Nicholas A. Ketz, 2019, Scientific Reports.

Where in the motion pathway does task-irrelevant perceptual learning occur?

Praveen K. Pilly, S. Grossberg, A. Seitz, 2010 .

Lifelong Reinforcement Learning with Modulating Masks

Praveen K. Pilly, A. Soltoggio, S. Kolouri, 2022, ArXiv.

Closed-loop transcranial alternating current stimulation of slow wave oscillations during sleep reduces declarative learning the next day

Praveen K. Pilly, Nicholas A. Ketz, M. Howard, 2022, Brain Stimulation.

Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning

Praveen K. Pilly, Nicholas A. Ketz, J. Krichmar, 2022, Simulation of Adaptive Behavior.

Reply to Khatoun et al.: Speculation about brain stimulation must be constrained by observation

Praveen K. Pilly, Matthew R. Krause, Christopher C. Pack, 2019, Proceedings of the National Academy of Sciences.

Concept-modulated model-based offline reinforcement learning for rapid generalization

Praveen K. Pilly, Nicholas A. Ketz, 2022, ArXiv.

Transcranial alternating current stimulation entrains single-neuron activity in the primate brain

Praveen K. Pilly, Matthew R. Krause, Christopher C. Pack, 2019, Proceedings of the National Academy of Sciences.