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Javier Sagastuy-Brena
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Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics
D Kunin, J Sagastuy-Brena, S Ganguli, DLK Yamins, H Tanaka
arXiv preprint arXiv:2012.04728, 2020
632020
Two routes to scalable credit assignment without weight symmetry
D Kunin, A Nayebi, J Sagastuy-Brena, S Ganguli, J Bloom, D Yamins
International Conference on Machine Learning, 5511-5521, 2020
342020
Recurrent Connections in the Primate Ventral Visual Stream Mediate a Tradeoff Between Task Performance and Network Size During Core Object Recognition
A Nayebi, J Sagastuy-Brena, DM Bear, K Kar, J Kubilius, S Ganguli, ...
bioRxiv, 2021.02. 17.431717, 2022
26*2022
Recurrent Connections in the Primate Ventral Visual Stream Mediate a Trade-Off Between Task Performance and Network Size During Core Object Recognition
A Nayebi, J Sagastuy-Brena, DM Bear, K Kar, J Kubilius, S Ganguli, ...
Neural Computation 34 (8), 1652-1675, 2022
242022
Limiting Dynamics of SGD: Modified Loss, Phase Space Oscillations, and Anomalous Diffusion
D Kunin, J Sagastuy-Brena, L Gillespie, E Margalit, H Tanaka, S Ganguli, ...
arXiv preprint arXiv:2107.09133, 2021
16*2021
Traffic flow analysis using uber movement data
M Pearson, J Sagastuy, S Samaniego
https://snap.stanford.edu/class/projects, 2017
62017
A parallel genetic algorithm for pattern recognition in mixed databases
A Kuri-Morales, J Sagastuy-Breña
Pattern Recognition: 9th Mexican Conference, MCPR 2017, Huatulco, Mexico …, 2017
42017
Inverted Pendulum on a Quadcopter: A Reinforcement Learning Approach
A El Assad, E Fournier-Bidoz, P Lachevre, J Sagastuy
12017
Balancing an inverted pendulum on a quadcopter with reinforcement learning
P Lachevre, J Sagastuy, E Fournier-Bidoz, A El Assad
12017
Inter-animal transforms as a guide to model-brain comparison
I Thobani, J Sagastuy-Brena, A Nayebi, R Cao, DLK Yamins
ICLR 2024 Workshop on Representational Alignment, 2024
2024
Cómputo Estadístico con Python: Modelos Lineales
J Sagastuy Breña
Laberintos e Infinitos 34, 35-44, 2014
2014
Eagle Knights 2013: Small Size League Team Description Paper
M Morales, A Possani, AC Garza, A Córdova, AEA Posadas, JCG Sosa, ...
2013
Banach-Tarski Banach-Tarski
J Sagastuy Breña
Laberintos e Infinitos 28, 8-15, 2012
2012
Modelling inter-animal variability
J Sagastuy-Brena, I Thobani, A Nayebi, R Cao, D Yamins
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Articles 1–14