Biologically inspired sleep algorithm for artificial neural networks GP Krishnan, T Tadros, R Ramyaa, M Bazhenov arXiv preprint arXiv:1908.02240, 2019 | 27 | 2019 |
Assessing neural network scene classification from degraded images T Tadros, NC Cullen, MR Greene, EA Cooper ACM Transactions on Applied Perception (TAP) 16 (4), 1-20, 2019 | 26 | 2019 |
Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks T Tadros, G Krishnan, R Ramyaa, M Bazhenov International Conference on Learning Representations, 2019 | 21 | 2019 |
Sleep-like unsupervised replay reduces catastrophic forgetting in artificial neural networks T Tadros, GP Krishnan, R Ramyaa, M Bazhenov Nature communications 13 (1), 7742, 2022 | 17 | 2022 |
Biologically inspired sleep algorithm for reducing catastrophic forgetting in neural networks T Tadros, G Krishnan, R Ramyaa, M Bazhenov Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13933 …, 2020 | 8 | 2020 |
Role of sleep in formation of relational associative memory T Tadros, M Bazhenov Journal of Neuroscience 42 (27), 5330-5345, 2022 | 3 | 2022 |
Improving Robustness of Convolutional Networks Through Sleep-Like Replay JE Delanois, A Ahuja, GP Krishnan, T Tadros, J McAuley, M Bazhenov 2023 International Conference on Machine Learning and Applications (ICMLA …, 2023 | | 2023 |
Biologically inspired sleep algorithm for artificial neural networks M Bazhenov, GP Krishnan, T Tadros US Patent App. 17/627,092, 2022 | | 2022 |
Sleeping Networks: A Computational Model and Algorithm for the Role of Sleep in Learning and Memory T Tadros University of California, San Diego, 2022 | | 2022 |
Role of sleep in formation of indirect memory associations T Tadros, O Gonzalez, M Bazhenov JOURNAL OF COMPUTATIONAL NEUROSCIENCE 49 (SUPPL 1), S37-S37, 2021 | | 2021 |
SIMULATED SLEEP HELPS TO GENERALIZE KNOWL-EDGE IN A SPIKING NETWORK TRAINED WITH SPIKE-TIMING DEPENDENT PLASTICITY T Tadros, GP Krishnan, M Bazhenov | | |