Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract).

Giri P. Krishnan Krishi Chawda Jean Erik Delanois Giri P. Krishnan Maksim Bazhenov Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract). 41162-41163 2026 AAAI https://doi.org/10.1609/aaai.v40i48.42199 conf/aaai/2026 db/conf/aaai/aaai2026.html#ChawdaDKB26

Jean Erik Delanois Aditya Ahuja Giri P. Krishnan Maxim Bazhenov Slumbering to Precision: Enhancing Artificial Neural Network Calibration Through Sleep-like Processes. 2026 March abs/2603.07867 CoRR https://doi.org/10.48550/arXiv.2603.07867 db/journals/corr/corr2603.html#abs-2603-07867 streams/journals/corr

Tyler L. Hayes Giri P. Krishnan Quantifying the Role of OpenFold Components in Protein Structure Prediction. 2025 November abs/2511.14781 CoRR https://doi.org/10.48550/arXiv.2511.14781 db/journals/corr/corr2511.html#abs-2511-14781 streams/journals/corr

Austin M. Wallace C. David Sherrill Giri P. Krishnan Δ-ML Ensembles for Selecting Quantum Chemistry Methods to Compute Intermolecular Interactions. 2025 November abs/2511.17753 CoRR https://doi.org/10.48550/arXiv.2511.17753 db/journals/corr/corr2511.html#abs-2511-17753 streams/journals/corr

Pavel Sanda Jaroslav Hlinka Monica van den Berg Antonín Skoch Maxim Bazhenov Georgios A. Keliris Giri P. Krishnan Cholinergic modulation supports dynamic switching of resting state networks through selective DMN suppression. 1012099 2024 20 PLoS Comput. Biol. 6 https://doi.org/10.1371/journal.pcbi.1012099 db/journals/ploscb/ploscb20.html#SandaHBSBKK24 streams/journals/ploscb

Brianna Marsh M. Gabriela Navas-Zuloaga Burke Q. Rosen Yury Sokolov Jean Erik Delanois Oscar C. Gonzalez Giri P. Krishnan Eric Halgren Maxim Bazhenov 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. 1012245 2024 20 PLoS Comput. Biol. 7 https://doi.org/10.1371/journal.pcbi.1012245 db/journals/ploscb/ploscb20.html#MarshNRSDGKHB24 streams/journals/ploscb

Christian G. Fink Pavel Sanda Logan Bayer Eroma Abeysinghe Maxim Bazhenov Giri P. Krishnan Python/NEURON code for simulating biophysically realistic thalamocortical dynamics during sleep. 100667 2024 21 Softw. Impacts https://doi.org/10.1016/j.simpa.2024.100667 db/journals/simpa/simpa21.html#FinkSBABK24

Anthony Bazhenov Pahan Dewasurendra Giri P. Krishnan Jean Erik Delanois Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract). 23441-23442 2024 AAAI https://doi.org/10.1609/aaai.v38i21.30420 conf/aaai/2024 db/conf/aaai/aaai2024.html#BazhenovDKD24 Adrian Swindle Derrick McNealy Giri P. Krishnan Ramyaa Ramyaa Evaluation of Large Language Models on Code Obfuscation (Student Abstract). 23664-23666 2024 AAAI https://doi.org/10.1609/aaai.v38i21.30517 conf/aaai/2024 db/conf/aaai/aaai2024.html#SwindleMKR24 Anthony Bazhenov Pahan Dewasurendra Giri P. Krishnan Jean Erik Delanois Unsupervised Replay Strategies for Continual Learning with Limited Data. 1-10 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10650116 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#BazhenovDKD24 streams/conf/ijcnn

Anthony Bazhenov Pahan Dewasurendra Giri P. Krishnan Jean Erik Delanois Sleep-Like Unsupervised Replay Improves Performance when Data are Limited or Unbalanced. 2024 abs/2402.10956 CoRR https://doi.org/10.48550/arXiv.2402.10956 db/journals/corr/corr2402.html#abs-2402-10956

Anthony Bazhenov Pahan Dewasurendra Giri P. Krishnan Jean Erik Delanois Unsupervised Replay Strategies for Continual Learning with Limited Data. 2024 abs/2410.16154 CoRR https://doi.org/10.48550/arXiv.2410.16154 db/journals/corr/corr2410.html#abs-2410-16154 streams/journals/corr

Yina Wei Manli Luo Xun Mai Linqing Feng Tao Tang Dongping Yang Giri P. Krishnan Maxim Bazhenov The role of age-related sleep EEG changes in memory decline: experiments and computational modeling. 1-4 2023 EMBC https://doi.org/10.1109/EMBC40787.2023.10340681 conf/embc/2023 db/conf/embc/embc2023.html#WeiLMFTYKB23 Jean Erik Delanois Aditya Ahuja Giri P. Krishnan Timothy Tadros Julian J. McAuley Maxim Bazhenov Improving Robustness of Convolutional Networks Through Sleep-Like Replay. 257-264 2023 ICMLA https://doi.org/10.1109/ICMLA58977.2023.00043 conf/icmla/2023 db/conf/icmla/icmla2023.html#DelanoisAKTMB23 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 0001 Anton Arkhipov Kael Dai Xiao-Ping Liu Kenneth Yoshimoto Cybershuttle: An End-to-End Cyberinfrastructure Continuum to Accelerate Discovery in Science and Engineering. 26-34 2023 PEARC https://doi.org/10.1145/3569951.3593602 https://www.wikidata.org/entity/Q130931108 conf/xsede/2023 db/conf/xsede/pearc2023.html#MarruPPPWCRAQTK23

Sridevi Krishnan Giri P. Krishnan N-Glycosylation Network Construction and Analysis to Modify Glycans on the Spike (S) Glycoprotein of SARS-CoV-2. 2021 1 Frontiers Bioinform. https://doi.org/10.3389/fbinf.2021.667012 db/journals/fbinf/fbinf1.html#KrishnanK21

Tyler L. Hayes Giri P. Krishnan Maxim Bazhenov Hava T. Siegelmann Terrence J. Sejnowski Christopher Kanan Replay in Deep Learning: Current Approaches and Missing Biological Elements. 2908-2950 2021 33 Neural Comput. 11 https://doi.org/10.1162/neco_a_01433 db/journals/neco/neco33.html#HayesKBSSK21

Tyler L. Hayes Giri P. Krishnan Maxim Bazhenov Hava T. Siegelmann Terrence J. Sejnowski Christopher Kanan Replay in Deep Learning: Current Approaches and Missing Biological Elements. 2021 abs/2104.04132 CoRR https://arxiv.org/abs/2104.04132 db/journals/corr/corr2104.html#abs-2104-04132

Tiger W. Lin Yusi Chen Qasim Bukhari Giri P. Krishnan Maxim Bazhenov Terrence J. Sejnowski Differential Covariance: A New Method to Estimate Functional Connectivity in fMRI. 2389-2421 2020 32 Neural Comput. 12 https://doi.org/10.1162/neco_a_01323 https://www.wikidata.org/entity/Q99569111 db/journals/neco/neco32.html#LinCBKBS20

Timothy Tadros Giri P. Krishnan Ramyaa Ramyaa Maxim Bazhenov Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks. 13933-13934 2020 AAAI https://doi.org/10.1609/aaai.v34i10.7239 conf/aaai/2020 db/conf/aaai/aaai2020.html#TadrosKRB20 Timothy Tadros Giri P. Krishnan Ramyaa Ramyaa Maxim Bazhenov Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks. 2020 ICLR https://openreview.net/forum?id=r1xGnA4Kvr conf/iclr/2020 db/conf/iclr/iclr2020.html#TadrosKRB20

Mohsen Naji Giri P. Krishnan Elizabeth A. McDevitt Maxim Bazhenov Sara C. Mednick Timing between Cortical Slow Oscillations and Heart Rate Bursts during Sleep Predicts Temporal Processing Speed, but Not Offline Consolidation. 1484-1490 2019 31 J. Cogn. Neurosci. 10 https://doi.org/10.1162/jocn_a_01432 https://www.wikidata.org/entity/Q92627031 db/journals/jocn/jocn31.html#NajiKMBM19

Giri P. Krishnan Timothy Tadros Ramyaa Ramyaa Maxim Bazhenov Biologically inspired sleep algorithm for artificial neural networks. 2019 abs/1908.02240 CoRR http://arxiv.org/abs/1908.02240 db/journals/corr/corr1908.html#abs-1908-02240

Maxim Komarov Giri P. Krishnan Sylvain Chauvette Nikolai F. Rulkov Igor Timofeev Maxim Bazhenov New class of reduced computationally efficient neuronal models for large-scale simulations of brain dynamics. 1-24 2018 44 J. Comput. Neurosci. 1 https://doi.org/10.1007/s10827-017-0663-7 https://www.wikidata.org/entity/Q46013948 db/journals/jcns/jcns44.html#KomarovKCRTB18

Giri P. Krishnan Burke Q. Rosen Jen-Yung Chen Lyle Muller Terrence J. Sejnowski Sydney S. Cash Eric Halgren Maxim Bazhenov Thalamocortical and intracortical laminar connectivity determines sleep spindle properties. 2018 14 PLoS Comput. Biol. 6 https://doi.org/10.1371/journal.pcbi.1006171 https://www.wikidata.org/entity/Q57997633 db/journals/ploscb/ploscb14.html#KrishnanRCMSCHB18

Yina Wei Giri P. Krishnan Maxim Komarov Maxim Bazhenov Differential roles of sleep spindles and sleep slow oscillations in memory consolidation. 2018 14 PLoS Comput. Biol. 7 https://doi.org/10.1371/journal.pcbi.1006322 https://www.wikidata.org/entity/Q89475228 db/journals/ploscb/ploscb14.html#WeiKKB18

Tiger W. Lin Anup Das 0004 Giri P. Krishnan Maxim Bazhenov Terrence J. Sejnowski Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings. 2581-2632 2017 29 Neural Comput. 10 https://doi.org/10.1162/neco_a_01008 https://www.wikidata.org/entity/Q38640777 db/journals/neco/neco29.html#LinDKBS17

Paola Malerba Giri P. Krishnan Jean-Marc Fellous Maxim Bazhenov Hippocampal CA1 Ripples as Inhibitory Transients. 2016 12 PLoS Comput. Biol. 4 https://doi.org/10.1371/journal.pcbi.1004880 https://www.wikidata.org/entity/Q35993629 db/journals/ploscb/ploscb12.html#MalerbaKFB16

Maxim Bazhenov Giri P. Krishnan Multistability in Seizure Dynamics. 2014 Encyclopedia of Computational Neuroscience https://doi.org/10.1007/978-1-4614-7320-6_302-1 reference/cn/2014 db/reference/cn/cn2014.html#BazhenovK14

Giri P. Krishnan William P. Hetrick Colleen A. Brenner Anantha Shekhar Ashley N. Steffen Brian F. O'Donnell Steady state and induced auditory gamma deficits in schizophrenia. 1711-1719 2009 47 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2009.03.085 https://www.wikidata.org/entity/Q30479406 db/journals/neuroimage/neuroimage47.html#KrishnanHBSSO09

Eroma Abeysinghe Aditya Ahuja Anton Arkhipov Jim Basney Logan Bayer Anthony Bazhenov Maksim Bazhenov Maxim Bazhenov Monica van den Berg Rafael C. Bernardi Colleen A. Brenner Qasim Bukhari Sydney S. Cash Sylvain Chauvette Krishi Chawda Jen-Yung Chen Yusi Chen Marcus Christie Kael Dai Anup Das 0004 Jean Erik Delanois Pahan Dewasurendra Jean-Marc Fellous Linqing Feng Christian G. Fink Diego Enry Barreto Gomes Oscar C. Gonzalez Eric Halgren Tyler L. Hayes William P. Hetrick Jaroslav Hlinka Barry Isralewitz Christopher Kanan Georgios A. Keliris Maxim Komarov Seid Koric Sridevi Krishnan Tiger W. Lin Xiaoping LiuXiao-Ping Liu Manli Luo Xun Mai Amitava Majumdar 0001Amit Majumdar 0001 Paola Malerba Suresh Marru Brianna Marsh Julian J. McAuley Elizabeth A. McDevitt Derrick McNealy Sara C. Mednick Lyle Muller Mohsen Naji M. Gabriela Navas-Zuloaga Brian F. O'Donnell Sudhakar Pamidighantam Marlon E. Pierce Beth Plale Robert QuickRob Quick RamyaaRamyaa Ramyaa Isuru Ranawaka Burke Q. Rosen Nikolai F. Rulkov Pavel Sanda Terrence J. Sejnowski Anantha Shekhar C. David Sherrill Hava T. Siegelmann Antonín Skoch Shava Smallen Yury Sokolov Mariano Spivak Ashley N. Steffen Adrian Swindle Timothy Tadros Emad Tajkhorshid Tao Tang Igor Timofeev Austin M. Wallace Dimuthu Wannipurage Yina Wei Dongping Yang Kenneth Yoshimoto