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Manu Srinath Halvagal
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The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory networks
MS Halvagal, F Zenke
Nature Neuroscience 26 (11), 1906-1915, 2023
562023
Inferring subjective preferences on robot trajectories using EEG signals
F Iwane, MS Halvagal, I Iturrate, I Batzianoulis, R Chavarriaga, A Billard, ...
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 255-258, 2019
222019
Implicit variance regularization in non-contrastive SSL
MS Halvagal, A Laborieux, F Zenke
Advances in Neural Information Processing Systems 37 (NeurIPS 2023), 63409 …, 2023
10*2023
Predictor networks and stop-grads provide implicit variance regularization in BYOL/SimSiam
MS Halvagal, A Laborieux, F Zenke
arXiv preprint arXiv:2212.04858, 2022
6*2022
Shared Learning in Ensemble Deep Q-Networks
RR Menon, MS Halvagal, B Ravindran
12017
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