Jakub Fil

According to our database, Jakub Fil authored at least 8 papers between 2018 and 2023.

Collaborative distances:

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

2023

BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures.

Michael Hopkins, Jakub Fil, Edward George Jones, Steve B. Furber

Frontiers Neuroinformatics, March, 2023

2022

Towards modelling of autonomous neuromorphic learning systems.

Jakub Fil

PhD thesis, 2022

Programming molecular systems to emulate a learning spiking neuron.

Jakub Fil, Neil Dalchau, Dominique F. Chu

CoRR, 2022

2020

Minimal Spiking Neuron for Solving Multilabel Classification Tasks.

Jakub Fil, Dominique F. Chu

Neural Comput., 2020

A thermodynamically consistent chemical spiking neuron capable of autonomous Hebbian learning.

Jakub Fil, Dominique F. Chu

CoRR, 2020

Minimal spiking neuron for solving multi-label classification tasks.

Jakub Fil, Dominique F. Chu

CoRR, 2020

2019

Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery.

Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Multi³Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery.

Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski

CoRR, 2018