Jean Erik Delanois

12 papers A* 3B 1C 1Journal 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract).
AAAI
Krishi Chawda, Jean Erik Delanois, Giri P. Krishnan, Maksim Bazhenov
2026 J jnl
Slumbering to Precision: Enhancing Artificial Neural Network Calibration Through Sleep-like Processes.
CoRR
Jean Erik Delanois, Aditya Ahuja, Giri P. Krishnan, Maxim Bazhenov
2025 J jnl
Toward Lifelong Learning in Equilibrium Propagation: Sleep-like and Awake Rehearsal for Enhanced Stability.
CoRR
Yoshimasa Kubo, Jean Erik Delanois, Maxim Bazhenov
2025 A* conf
When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract).
AAAI
Diana Vins, Jean Erik Delanois, Maxim Bazhenov
2024 J jnl
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.
Brianna Marsh, M. Gabriela Navas-Zuloaga, Burke Q. Rosen, Yury Sokolov, Jean Erik Delanois, Oscar C. Gonzalez, Giri P. Krishnan, Eric Halgren, Maxim Bazhenov
2024 A* conf
Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract).
AAAI
Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois
2024 J jnl
Sleep-Like Unsupervised Replay Improves Performance when Data are Limited or Unbalanced.
CoRR
Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois
2024 B conf
Unsupervised Replay Strategies for Continual Learning with Limited Data.
IJCNN
Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois
2024 J jnl
Unsupervised Replay Strategies for Continual Learning with Limited Data.
CoRR
Anthony Bazhenov, Pahan Dewasurendra, Giri P. Krishnan, Jean Erik Delanois
2024 — —
Unsupervised sleep-like processes for enhancing neural networks
Jean Erik Delanois
2023 C conf
Improving Robustness of Convolutional Networks Through Sleep-Like Replay.
ICMLA
Jean Erik Delanois, Aditya Ahuja, Giri P. Krishnan, Timothy Tadros, Julian J. McAuley, Maxim Bazhenov
2022 J jnl
Sleep prevents catastrophic forgetting in spiking neural networks by forming a joint synaptic weight representation.
PLoS Comput. Biol.
Ryan Golden, Jean Erik Delanois, Pavel Sanda, Maxim Bazhenov