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ORCIDGiri P. Krishnan
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Journal Articles
- 2024
[j11]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. Softw. Impacts 21: 100667 (2024)- 2021
- [j10]Sridevi Krishnan, Giri P. Krishnan:
N-Glycosylation Network Construction and Analysis to Modify Glycans on the Spike (S) Glycoprotein of SARS-CoV-2. Frontiers Bioinform. 1 (2021) - [j9]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. Neural Comput. 33(11): 2908-2950 (2021) - 2020
- [j8]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. Neural Comput. 32(12): 2389-2421 (2020) - 2019
- [j7]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. J. Cogn. Neurosci. 31(10): 1484-1490 (2019) - 2018
- [j6]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. J. Comput. Neurosci. 44(1): 1-24 (2018) - [j5]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. PLoS Comput. Biol. 14(6) (2018) - [j4]Yina Wei, Giri P. Krishnan, Maxim Komarov, Maxim Bazhenov:
Differential roles of sleep spindles and sleep slow oscillations in memory consolidation. PLoS Comput. Biol. 14(7) (2018) - 2017
- [j3]Tiger W. Lin, Anup Das, Giri P. Krishnan, Maxim Bazhenov, Terrence J. Sejnowski:
Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings. Neural Comput. 29(10): 2581-2632 (2017) - 2016
- [j2]Paola Malerba, Giri P. Krishnan, Jean-Marc Fellous, Maxim Bazhenov:
Hippocampal CA1 Ripples as Inhibitory Transients. PLoS Comput. Biol. 12(4) (2016) - 2009
- [j1]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. NeuroImage 47(4): 1711-1719 (2009)
Conference and Workshop Papers
- 2024
- [c7]Adrian Swindle, Derrick McNealy, Giri P. Krishnan, Ramyaa Ramyaa:
Evaluation of Large Language Models on Code Obfuscation (Student Abstract). AAAI 2024: 23664-23666 - [c6]Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois:
Unsupervised Replay Strategies for Continual Learning with Limited Data. IJCNN 2024: 1-10 - 2023
- [c5]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. EMBC 2023: 1-4 - [c4]Jean Erik Delanois, Aditya Ahuja, Giri P. Krishnan, Timothy Tadros, Julian J. McAuley, Maxim Bazhenov:
Improving Robustness of Convolutional Networks Through Sleep-Like Replay. ICMLA 2023: 257-264 - [c3]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 Gomes, Giri P. Krishnan, Maxim Bazhenov, Shava Smallen, Amit Majumdar, Anton Arkhipov, Kael Dai, Xiao-Ping Liu, Kenneth Yoshimoto:
Cybershuttle: An End-to-End Cyberinfrastructure Continuum to Accelerate Discovery in Science and Engineering. PEARC 2023: 26-34 - 2020
- [c2]Timothy Tadros, Giri P. Krishnan, Ramyaa Ramyaa, Maxim Bazhenov:
Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks. AAAI 2020: 13933-13934 - [c1]Timothy Tadros, Giri P. Krishnan, Ramyaa Ramyaa, Maxim Bazhenov:
Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks. ICLR 2020
Reference Works
- 2014
- [r1]Maxim Bazhenov, Giri P. Krishnan:
Multistability in Seizure Dynamics. Encyclopedia of Computational Neuroscience 2014
Informal and Other Publications
- 2021
- [i2]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. CoRR abs/2104.04132 (2021) - 2019
- [i1]Giri P. Krishnan, Timothy Tadros, Ramyaa Ramyaa, Maxim Bazhenov:
Biologically inspired sleep algorithm for artificial neural networks. CoRR abs/1908.02240 (2019)
Coauthor Index
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