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Jean Erik Delanois

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2024
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Jean Erik Delanois:
Unsupervised sleep-like processes for enhancing neural networks. University of California, San Diego, USA, 2024
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Anthony Bazhenov, Pahan Dewasurendra, Giri Krishnan, Jean Erik Delanois:
Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract). AAAI 2024: 23441-23442
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Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois:
Unsupervised Replay Strategies for Continual Learning with Limited Data. IJCNN 2024: 1-10
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Anthony Bazhenov, Pahan Dewasurendra, Giri Krishnan, Jean Erik Delanois:
Sleep-Like Unsupervised Replay Improves Performance when Data are Limited or Unbalanced. CoRR abs/2402.10956 (2024)
2023
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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
2022
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Ryan Golden, Jean Erik Delanois, Pavel Sanda, Maxim Bazhenov:
Sleep prevents catastrophic forgetting in spiking neural networks by forming a joint synaptic weight representation. PLoS Comput. Biol. 18(11): 1010628 (2022)

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