GACs by year
Competing theories of probabilistic computations in the brain.
Jeff Beck, Ralf Haefner, Xaq Pitkow, Cristina Savin, Eszter Vertes
[Proposal] [Workshop recording] [Position paper (awaiting submission)]
Is it that simple? The use of linear models in cognitive neuroscience.
Anna A. Ivanova, Martin Schrimpf, Stefano Anzellotti, Noga Zaslavsky, Evelina Fedorenko, Leyla Isik
[Proposal] [Workshop recording] [Position paper]
Is perception probabilistic?
Dobromir Rahnev, Ned Block, Rachel N. Denison, Janneke Jehee
[Proposal] [Workshop recording] [Position paper (preprint)]
Generalization of information - integrative encoding or category-based inference?
Jessica E. Taylor, Aurelio Cortese, Helen C. Barron, Xiaochuan Pan, Masamichi Sakagami, Dagmar Zeithamova
[Proposal] [Workshop recording] [Position paper]
Dimensionality and flexibility of learning in biological recurrent neural networks.
Roy H. Eyono, Ellen Boven, Arna Ghosh, Joseph Pemberton, Franz Scherr, Claudia Clopath, Rui Ponte Costa, Wolfgang Maass, Blake A. Richards, Cristina Savin, Katharina Wilmes, Luke Y. Prince
[Proposal] [Workshop recording] [Position paper]
Do grid codes afford generalization and flexible decision-making?
Linda Q. Yu, Seongmin A. Park, Sarah C. Sweigart, Erie D. Boorman, Matthew R. Nassar
[Proposal] [Workshop recording] [Position paper (preprint)]
How does the brain combine generative models and direct discriminative computations in high-level vision?
Benjamin Peters, James J. DiCarlo, Todd Gureckis, Ralf Haefner, Leyla Isik, Joshua Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte
[Proposal] [Workshop recording] [Position paper (preprint)]
What makes representations “useful”?
Ben Baker, Richard Lange, Alessandro Achille, Rosa Cao, Nikolaus Kriegeskorte, Odelia Schwartz, Xaq Pitkow
[Proposal] [Workshop recording] [Position paper (awaiting submission)]
How does visual experience shape representations and transformations along the ventral stream?
Marina Bedny, Nancy Kanwisher, Olivier Collignon, Ilker Yildirim, Elizabeth Saccone, Apurva Ratan Murty, Stefania Mattioni
[Proposal] [Workshop recording] [Position paper (awaiting submission)]
What constitutes understanding of ventral pathway function?
Charles Connor, Gabriel Kreiman, Carlos R Ponce, Carl Craver, Margaret Livingstone, Martin Schrimpf, Binxu Wang
[Proposal] [Workshop recording] [Position paper (awaiting submission)]
How can we optimally use neuroscience data to guide the next generation of brain models of primate visual and linguistic cognition?
Greta Tuckute, Dawn Finzi, Eshed Margalit, Joel Zylberberg, SueYeon Chung, Alona Fyshe, Evelina Fedorenko, Nikolaus Kriegeskorte, Jacob Yates, Kalanit Grill-Spector, Kohitij Kar
[Proposal] [Workshop recording] [Position paper (preprint)]
To what extent does the brain simulate the external world?
Kevin Smith, Todd Gureckis, Marcelo Mattar, Kelsey Allen, Fred Callaway, Ernest Davis, Judith Fan, Tom Griffiths, Jessica Hamrick, Wei Ji Ma, Kimberly Stachenfeld, Joshua Tenenbaum, Tomer Ullman
[Proposal] [Workshop recording] [Position paper (awaiting submission)]
What is the place of planning?
Malcolm A. MacIver, Nathaniel D. Daw, German Espinosa, Jessica B. Hamrick, Mark K. Ho, A. David Redish, Bradly C. Stadie, Jane X. Wang
[Proposal] [Workshop recording] [Position paper (awaiting submission)]
Reconciling the dichotomy between Sherringtonian and Hopfieldian views on neural computations.
Dongyan Lin, Arna Ghosh, Jonathan Cornford, James Whittington, Tatiana Engel, David Barack, John Krakauer, Daniel Levenstein
[Proposal] [Workshop recording] [Position paper (awaiting submission)]
Comparing artificial and biological networks: are we limited by tools, hypotheses or data?
Meenakshi Khosla, N. Apurva Ratan Murty, Tal Golan, Jenelle Feather, Katherine Hermann, Aran Nayebi, Jessica Thompson, SueYeon Chung, Alex Williams, Rosa Cao, Radoslaw Martin Cichy, Bradley Love, Kalanit Grill-Spector, James DiCarlo
[Proposal] [Workshop recording] [Position paper (awaiting submission)]