Giri P. Krishnan
Orcid: 0000-0002-1128-2483
According to our database1,
Giri P. Krishnan authored at least 28 papers
between 2009 and 2026.
Collaborative distances:
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Bibliography
2026
Slumbering to Precision: Enhancing Artificial Neural Network Calibration Through Sleep-like Processes.
CoRR, March, 2026
Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract).
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026
2025
Δ-ML Ensembles for Selecting Quantum Chemistry Methods to Compute Intermolecular Interactions.
CoRR, November, 2025
CoRR, November, 2025
2024
Python/NEURON code for simulating biophysically realistic thalamocortical dynamics during sleep.
Softw. Impacts, 2024
Cholinergic modulation supports dynamic switching of resting state networks through selective DMN suppression.
PLoS Comput. Biol., 2024
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., 2024
Sleep-Like Unsupervised Replay Improves Performance when Data are Limited or Unbalanced.
CoRR, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Cybershuttle: An End-to-End Cyberinfrastructure Continuum to Accelerate Discovery in Science and Engineering.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023
Proceedings of the International Conference on Machine Learning and Applications, 2023
The role of age-related sleep EEG changes in memory decline: experiments and computational modeling.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2021
Neural Comput., 2021
N-Glycosylation Network Construction and Analysis to Modify Glycans on the Spike (S) Glycoprotein of SARS-CoV-2.
Frontiers Bioinform., 2021
2020
Neural Comput., 2020
Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks.
Proceedings of the 8th International Conference on Learning Representations, 2020
Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Timing between Cortical Slow Oscillations and Heart Rate Bursts during Sleep Predicts Temporal Processing Speed, but Not Offline Consolidation.
J. Cogn. Neurosci., 2019
2018
Differential roles of sleep spindles and sleep slow oscillations in memory consolidation.
PLoS Comput. Biol., 2018
Thalamocortical and intracortical laminar connectivity determines sleep spindle properties.
PLoS Comput. Biol., 2018
New class of reduced computationally efficient neuronal models for large-scale simulations of brain dynamics.
J. Comput. Neurosci., 2018
2017
Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings.
Neural Comput., 2017
2016
2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
2009