@article{NTA,author={Sandbrink*, Kai and Bauer*, Jan P. and Proca*, Alexandra M. and Saxe, Andrew M. and Summerfield, Christopher and Hummos*, Ali},journal={NeurIPS Spotlight},year={2024},}
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
@article{LazytoRich,url={https://openreview.net/forum?id=ZXaocmXc6d},author={Dominé*, Clémentine and Anguita*, Nicolas and Proca, Alexandra M. and Braun, Lukas and Kunin, Daniel and Mediano, Pedro A.M. and Saxe, Andrew M.},title={From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks},journal={NeurIPS UniReps Workshop},year={2024},}
Trainees’ perspectives and recommendations for catalyzing the next generation of NeuroAI researchers
Andrea I. Luppi, Jascha Achterberg, Samuel Schmidgall, Isil Poyraz Bilgin, Peer Herholz, Maximilian Sprang, Benjamin Fockter, Andrew Siyoon Ham, Sushrut Thorat, Rojin Ziaei, Filip Milisav, Alexandra M. Proca, Hanna M. Tolle, Laura E. Suarez, Paul Scotti, and Helena M. Gellersen
@article{trainees_NeuroAI,url={https://www.nature.com/articles/s41467-024-53375-2},author={Luppi, Andrea I. and Achterberg, Jascha and Schmidgall, Samuel and Bilgin, Isil Poyraz and Herholz, Peer and Sprang, Maximilian and Fockter, Benjamin and Ham, Andrew Siyoon and Thorat, Sushrut and Ziaei, Rojin and Milisav, Filip and Proca, Alexandra M. and Tolle, Hanna M. and Suarez, Laura E. and Scotti, Paul and Gellersen, Helena M.},title={Trainees' perspectives and recommendations for catalyzing the next generation of NeuroAI researchers},journal={Nature Communications},year={2024},}
Discovering modular solutions that generalize compositionally
@article{modular_hyperteacher,author={Schug*, Simon and Kobayashi*, Seijin and Akram, Yassir and Wołczyk, Maciej and Proca, Alexandra M. and Oswald, Johannes von and Pascanu, Razvan and Sacramento, João and Steger, Angelika},title={Discovering modular solutions that generalize compositionally},journal={ICLR},year={2024},}
Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks
@article{PIDmultitask2022,url={https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1012178},author={Proca, Alexandra M. and Rosas, Fernando E. and Luppi, Andrea I. and Bor, Daniel and Crosby*, Matthew and Mediano*, Pedro A. M.},journal={PLoS Computational Biology},year={2024},}
2021
Jack of All Trades, or Master of One: Information Decomposition Reveals Distinct Features of Generalizable vs. Specialized Neural Representations
@thesis{PID_thesis,title={Jack of All Trades, or Master of One: Information Decomposition Reveals Distinct Features of Generalizable vs. Specialized Neural Representations},author={Proca, Alexandra M.},year={2021},}
2020
Establishing a Contextual Fear Conditioning Paradigm for the Tat Transgenic Mouse Model
@thesis{cfc_tat,title={Establishing a Contextual Fear Conditioning Paradigm for the Tat Transgenic Mouse Model},author={Proca, Alexandra M.},year={2020},journal={Carolina Digital Repository},url={https://doi.org/10.17615/expe-sc24},}
2018
Inhibitory control deficits in Tat transgenic mice using the Go/No-Go Task
I. R. Jacobs, D. J. Hermes, A. G. Antonucci, A. B. Ferguson, K. L. Leggette, A. M. Proca, C. B. Russell, C. Manjarres, K. Mackie, A. H. Lichtman, B. Ignatowska-Jankoswka, and S. Fitting
@article{Tat_gonogo,title={Inhibitory control deficits in Tat transgenic mice using the Go/No-Go Task},author={Jacobs, I. R. and Hermes, D. J. and Antonucci, A. G. and Ferguson, A. B. and Leggette, K. L. and Proca, A. M. and Russell, C. B. and Manjarres, C. and Mackie, K. and Lichtman, A. H. and Ignatowska-Jankoswka, B. and Fitting, S.},year={2018},journal={Journal of Neuroimmune Pharmacology},number={13},pages={S38}}