Giri P. Krishnan

30 papers A* 5B 1C 1Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract).
AAAI
Krishi Chawda, Jean Erik Delanois, Giri P. Krishnan, Maksim Bazhenov
2026 J jnl
Slumbering to Precision: Enhancing Artificial Neural Network Calibration Through Sleep-like Processes.
CoRR
Jean Erik Delanois, Aditya Ahuja, Giri P. Krishnan, Maxim Bazhenov
2025 J jnl
Quantifying the Role of OpenFold Components in Protein Structure Prediction.
CoRR
Tyler L. Hayes, Giri P. Krishnan
2025 J jnl
Δ-ML Ensembles for Selecting Quantum Chemistry Methods to Compute Intermolecular Interactions.
CoRR
Austin M. Wallace, C. David Sherrill, Giri P. Krishnan
2024 J jnl
Cholinergic modulation supports dynamic switching of resting state networks through selective DMN suppression.
PLoS Comput. Biol.
Pavel Sanda, Jaroslav Hlinka, Monica van den Berg, Antonín Skoch, Maxim Bazhenov, Georgios A. Keliris, Giri P. Krishnan
2024 J jnl
Emergent effects of synaptic connectivity on the dynamics of global and local slow waves in a large-scale thalamocortical network model of the human brain.
PLoS Comput. Biol.
Brianna Marsh, M. Gabriela Navas-Zuloaga, Burke Q. Rosen, Yury Sokolov, Jean Erik Delanois, Oscar C. Gonzalez, Giri P. Krishnan, Eric Halgren, Maxim Bazhenov
2024 A* conf
Evaluation of Large Language Models on Code Obfuscation (Student Abstract).
AAAI
Adrian Swindle, Derrick McNealy, Giri P. Krishnan, Ramyaa Ramyaa
2024 J jnl
Python/NEURON code for simulating biophysically realistic thalamocortical dynamics during sleep.
Softw. Impacts
Christian G. Fink, Pavel Sanda, Logan Bayer, Eroma Abeysinghe, Maxim Bazhenov, Giri P. Krishnan
2024 A* conf
Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract).
AAAI
Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois
2024 J jnl
Sleep-Like Unsupervised Replay Improves Performance when Data are Limited or Unbalanced.
CoRR
Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois
2024 B conf
Unsupervised Replay Strategies for Continual Learning with Limited Data.
IJCNN
Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois
2024 J jnl
Unsupervised Replay Strategies for Continual Learning with Limited Data.
CoRR
Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois
2023 — conf
Cybershuttle: An End-to-End Cyberinfrastructure Continuum to Accelerate Discovery in Science and Engineering.
PEARC
Suresh Marru, Marlon E. Pierce, Beth Plale, Sudhakar Pamidighantam, Dimuthu Wannipurage, Marcus Christie, Isuru Ranawaka, Eroma Abeysinghe, Rob Quick, Emad Tajkhorshid, Seid Koric, Jim Basney, Mariano Spivak, Barry Isralewitz, Rafael C. Bernardi, Diego Enry Barreto Gomes, Giri P. Krishnan, Maxim Bazhenov, Shava Smallen, Amit Majumdar, Anton Arkhipov, Kael Dai, Xiao-Ping Liu, Kenneth Yoshimoto
2023 C conf
Improving Robustness of Convolutional Networks Through Sleep-Like Replay.
ICMLA
Jean Erik Delanois, Aditya Ahuja, Giri P. Krishnan, Timothy Tadros, Julian J. McAuley, Maxim Bazhenov
2023 — conf
The role of age-related sleep EEG changes in memory decline: experiments and computational modeling.
EMBC
Yina Wei, Manli Luo, Xun Mai, Linqing Feng, Tao Tang, Dongping Yang, Giri P. Krishnan, Maxim Bazhenov
2021 J jnl
N-Glycosylation Network Construction and Analysis to Modify Glycans on the Spike (S) Glycoprotein of SARS-CoV-2.
Frontiers Bioinform.
Sridevi Krishnan, Giri P. Krishnan
2021 J jnl
Replay in Deep Learning: Current Approaches and Missing Biological Elements.
CoRR
Tyler L. Hayes, Giri P. Krishnan, Maxim Bazhenov, Hava T. Siegelmann, Terrence J. Sejnowski, Christopher Kanan
2021 J jnl
Replay in Deep Learning: Current Approaches and Missing Biological Elements.
Neural Comput.
Tyler L. Hayes, Giri P. Krishnan, Maxim Bazhenov, Hava T. Siegelmann, Terrence J. Sejnowski, Christopher Kanan
2020 A* conf
Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks.
AAAI
Timothy Tadros, Giri P. Krishnan, Ramyaa Ramyaa, Maxim Bazhenov
2020 A* conf
Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks.
ICLR
Timothy Tadros, Giri P. Krishnan, Ramyaa Ramyaa, Maxim Bazhenov
2020 J jnl
Differential Covariance: A New Method to Estimate Functional Connectivity in fMRI.
Neural Comput.
Tiger W. Lin, Yusi Chen, Qasim Bukhari, Giri P. Krishnan, Maxim Bazhenov, Terrence J. Sejnowski
2019 J jnl
Biologically inspired sleep algorithm for artificial neural networks.
CoRR
Giri P. Krishnan, Timothy Tadros, Ramyaa Ramyaa, Maxim Bazhenov
2019 J jnl
Timing between Cortical Slow Oscillations and Heart Rate Bursts during Sleep Predicts Temporal Processing Speed, but Not Offline Consolidation.
J. Cogn. Neurosci.
Mohsen Naji, Giri P. Krishnan, Elizabeth A. McDevitt, Maxim Bazhenov, Sara C. Mednick
2018 J jnl
Differential roles of sleep spindles and sleep slow oscillations in memory consolidation.
PLoS Comput. Biol.
Yina Wei, Giri P. Krishnan, Maxim Komarov, Maxim Bazhenov
2018 J jnl
New class of reduced computationally efficient neuronal models for large-scale simulations of brain dynamics.
J. Comput. Neurosci.
Maxim Komarov, Giri P. Krishnan, Sylvain Chauvette, Nikolai F. Rulkov, Igor Timofeev, Maxim Bazhenov
2018 J jnl
Thalamocortical and intracortical laminar connectivity determines sleep spindle properties.
PLoS Comput. Biol.
Giri P. Krishnan, Burke Q. Rosen, Jen-Yung Chen, Lyle Muller, Terrence J. Sejnowski, Sydney S. Cash, Eric Halgren, Maxim Bazhenov
2017 J jnl
Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings.
Neural Comput.
Tiger W. Lin, Anup Das, Giri P. Krishnan, Maxim Bazhenov, Terrence J. Sejnowski
2016 J jnl
Hippocampal CA1 Ripples as Inhibitory Transients.
PLoS Comput. Biol.
Paola Malerba, Giri P. Krishnan, Jean-Marc Fellous, Maxim Bazhenov
2014 — ch.
Multistability in Seizure Dynamics.
Encyclopedia of Computational Neuroscience
Maxim Bazhenov, Giri P. Krishnan
2009 J jnl
Steady state and induced auditory gamma deficits in schizophrenia.
NeuroImage
Giri P. Krishnan, William P. Hetrick, Colleen A. Brenner, Anantha Shekhar, Ashley N. Steffen, Brian F. O'Donnell