Pedro J. Gonçalves

According to our database, Pedro J. Gonçalves authored at least 7 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference.

Basile Confavreux, Poornima Ramesh, Pedro J. Gonçalves, Jakob H. Macke, Tim P. Vogels

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Truncated proposals for scalable and hassle-free simulation-based inference.

Michael Deistler, Pedro J. Gonçalves, Jakob H. Macke

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

GATSBI: Generative Adversarial Training for Simulation-Based Inference.

Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Integration of sleep homeostasis and navigation in Drosophila.

Andrés Flores Valle, Pedro J. Gonçalves, Johannes D. Seelig

PLoS Comput. Biol., 2021

Benchmarking Simulation-Based Inference.

Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

sbi: A toolkit for simulation-based inference.

Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke

J. Open Source Softw., 2020

2017

Flexible statistical inference for mechanistic models of neural dynamics.

Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto, Kaan Öcal, Marcel Nonnenmacher, Jakob H. Macke

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017