publications

2024

1. Discovering modular solutions that generalize compositionally

   Simon Schug*, Seijin Kobayashi*, Yassir Akram, Maciej Wołczyk, Alexandra M. Proca, Johannes von Oswald, Razvan Pascanu, João Sacramento, and Angelika Steger

   ICLR, 2024

   Bib HTML PDF Code

   @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},
   }

2. Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks

   Alexandra M. Proca, Fernando E. Rosas, Andrea I. Luppi, Daniel Bor, Matthew Crosby*, and Pedro A. M. Mediano*

   PLoS Computational Biology, 2024

   Bib HTML PDF Code

   @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

1. Jack of All Trades, or Master of One: Information Decomposition Reveals Distinct Features of Generalizable vs. Specialized Neural Representations

   Alexandra M. Proca

   2021

   Bib PDF

   @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

1. Establishing a Contextual Fear Conditioning Paradigm for the Tat Transgenic Mouse Model

   Alexandra M. Proca

   2020

   Bib HTML PDF

   @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

1. 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

   Journal of Neuroimmune Pharmacology, 2018

   Bib

   @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}
   }