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Arna Ghosh
Arna Ghosh
Mila + McGill University
Geverifieerd e-mailadres voor mail.mcgill.ca - Homepage
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Deepvo: A deep learning approach for monocular visual odometry
V Mohanty, S Agrawal, S Datta, A Ghosh, VD Sharma, D Chakravarty
arXiv preprint arXiv:1611.06069, 2016
982016
Estimating brain age from structural MRI and MEG data: Insights from dimensionality reduction techniques
A Xifra-Porxas*, A Ghosh*, GD Mitsis, MH Boudrias
NeuroImage 231, 117822, 2021
532021
Sad-gan: Synthetic autonomous driving using generative adversarial networks
A Ghosh*, B Bhattacharya*, SBR Chowdhury*
arXiv preprint arXiv:1611.08788, 2016
382016
-ReQ: Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay
KK Agrawal*, AK Mondal*, A Ghosh*, B Richards
Advances in Neural Information Processing Systems 35, 17626-17638, 2022
322022
Simultaneous localization and classification of acute lymphoblastic leukemic cells in peripheral blood smears using a deep convolutional network with average pooling layer
A Ghosh, S Singh, D Sheet
2017 IEEE international conference on industrial and information systems …, 2017
252017
Investigating power laws in deep representation learning
A Ghosh*, AK Mondal*, KK Agrawal*, B Richards
arXiv preprint arXiv:2202.05808, 2022
242022
Handwriting profiling using generative adversarial networks
A Ghosh*, B Bhattacharya*, SBR Chowdhury*
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
202017
Current state and future directions for learning in biological recurrent neural networks: A perspective piece
RH Eyono, E Boven, A Ghosh, J Pemberton, F Scherr, C Clopath, ...
Neurons, Behavior, Data analysis, and Theory 2022 (1), 2022
16*2022
The feature landscape of visual cortex
R Tong, R da Silva, D Lin, A Ghosh, J Wilsenach, E Cianfarano, ...
bioRxiv, 2023.11. 03.565500, 2023
122023
Learning better with Dale’s Law: A spectral perspective
P Li*, J Cornford*, A Ghosh, B Richards
Advances in Neural Information Processing Systems 36, 2023
112023
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
YH Liu, A Ghosh, B Richards, E Shea-Brown, G Lajoie
Advances in Neural Information Processing Systems 35, 23077-23097, 2022
112022
Adgap: Advanced global average pooling
A Ghosh, B Bhattacharya*, SBR Chowdhury*
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
112018
How gradient estimator variance and bias impact learning in neural networks
A Ghosh, YH Liu, G Lajoie, K Kording, BA Richards
The Eleventh International Conference on Learning Representations, 2023
92023
Deep semantic architecture with discriminative feature visualization for neuroimage analysis
A Ghosh, F Maso, M Roig, GD Mitsis, MH Boudrias
arXiv preprint arXiv:1805.11704, 2018
72018
Synaptic weight distributions depend on the geometry of plasticity
R Pogodin, J Cornford, A Ghosh, G Gidel, G Lajoie, B Richards
arXiv preprint arXiv:2305.19394, 2023
62023
Estimating brain age from structural MRI and MEG data: Insights from dimensionality reduction techniques. NeuroImage, 231, Article 117822
A Xifra-Porxas, A Ghosh, GD Mitsis, MH Boudrias
52021
Unfolding the effects of acute cardiovascular exercise on neural correlates of motor learning using convolutional neural networks
A Ghosh, F Dal Maso, M Roig, GD Mitsis, MH Boudrias
Frontiers in neuroscience 13, 1215, 2019
42019
Brain-like learning with exponentiated gradients
J Cornford, R Pogodin, A Ghosh, K Sheng, BA Bicknell, O Codol, BA Clark, ...
bioRxiv, 2024.10. 25.620272, 2024
22024
The effects of the NMDAR co-agonist d-serine on the structure and function of optic tectal neurons in the developing visual system
Z Chorghay, VJ Li, A Schohl, A Ghosh, ES Ruthazer
Scientific Reports 13 (1), 13383, 2023
2*2023
Training autoencoders in sparse domain
B Bhattacharya, A Ghosh, SBR Chowdhury
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
22018
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Artikelen 1–20