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Jakub Fil
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2020 – today
- 2023
- [j2]Michael Hopkins, Jakub Fil, Edward George Jones, Steve B. Furber:
BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures. Frontiers Neuroinformatics 17 (2023) - 2022
- [b1]Jakub Fil:
Towards modelling of autonomous neuromorphic learning systems. University of Kent, Canterbury, UK, 2022 - [i4]Jakub Fil, Neil Dalchau, Dominique F. Chu:
Programming molecular systems to emulate a learning spiking neuron. CoRR abs/2206.02519 (2022) - 2020
- [j1]Jakub Fil, Dominique F. Chu:
Minimal Spiking Neuron for Solving Multilabel Classification Tasks. Neural Comput. 32(7): 1408-1429 (2020) - [i3]Jakub Fil, Dominique F. Chu:
Minimal spiking neuron for solving multi-label classification tasks. CoRR abs/2003.02902 (2020) - [i2]Jakub Fil, Dominique F. Chu:
A thermodynamically consistent chemical spiking neuron capable of autonomous Hebbian learning. CoRR abs/2009.13207 (2020)
2010 – 2019
- 2019
- [c1]Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski:
Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery. AAAI 2019: 702-709 - 2018
- [i1]Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopacková, Piotr Bilinski:
Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery. CoRR abs/1812.01756 (2018)
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