no code implementations • 9 May 2022 • Jakub Fil, Neil Dalchau, Dominique Chu
Hebbian theory seeks to explain how the neurons in the brain adapt to stimuli, to enable learning.
no code implementations • 28 Sep 2020 • Jakub Fil, Dominique Chu
We propose a fully autonomous, thermodynamically consistent set of chemical reactions that implements a spiking neuron.
no code implementations • 5 Mar 2020 • Jakub Fil, Dominique Chu
The Multi-Spike Tempotron (MST) is a powerful single spiking neuron model that can solve complex supervised classification tasks.
1 code implementation • 5 Dec 2018 • Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopackova, Piotr Bilinski
We propose a novel approach for rapid segmentation of flooded buildings by fusing multiresolution, multisensor, and multitemporal satellite imagery in a convolutional neural network.