Francisco J. H. Heras

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Discriminant Analysis

Supervised Dimensionality Reduction

Motion Tracking

Top Venues

PLoS Comput. Biol.

Publications

Francisco J. R. Ruiz, Tuomas Laakkonen, Johannes Bausch, Matej Balog, Mohammadamin Barekatain, Francisco J. H. Heras, Alexander Novikov, Nathan Fitzpatrick, Bernardino Romera-Paredes, John van de Wetering, Alhussein Fawzi, Konstantinos Meichanetzidis, Pushmeet Kohli
Quantum Circuit Optimization with AlphaTensor. CoRR (2024)
Johannes Bausch, Andrew W. Senior, Francisco J. H. Heras, Thomas Edlich, Alex Davies, Michael Newman, Cody Jones, Kevin J. Satzinger, Murphy Yuezhen Niu, Sam Blackwell, George Holland, Dvir Kafri, Juan Atalaya, Craig Gidney, Demis Hassabis, Sergio Boixo, Hartmut Neven, Pushmeet Kohli
Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network. CoRR (2023)
Francisco J. H. Heras, Gonzalo G. de Polavieja
Supervised dimensionality reduction by a Linear Discriminant Analysis on pre-trained CNN features. CoRR (2020)
Francisco J. H. Heras, Francisco Romero-Ferrero, Robert Hinz, Gonzalo G. de Polavieja
Deep attention networks reveal the rules of collective motion in zebrafish. PLoS Comput. Biol. 15 (9) (2019)
Francisco Romero-Ferrero, Mattia G. Bergomi, Robert Hinz, Francisco J. H. Heras, Gonzalo G. de Polavieja
idtracker.ai: Tracking all individuals in large collectives of unmarked animals. CoRR (2018)
Francisco J. H. Heras, Mikko Vähäsöyrinki, Jeremy E. Niven
Modulation of voltage-dependent K+ conductances in photoreceptors trades off investment in contrast gain for bandwidth. PLoS Comput. Biol. 14 (11) (2018)