PyTorch-Hebbian: facilitating local learning in a deep learning framework

1 code implementation • 31 Jan 2021 • Jules Talloen, Joni Dambre, Alexander Vandesompele

Using this framework, the potential of Hebbian learned feature extractors for image classification is illustrated.

Image Classification

Populations of Spiking Neurons for Reservoir Computing: Closed Loop Control of a Compliant Quadruped

no code implementations • 9 Apr 2020 • Alexander Vandesompele, Gabriel Urbain, Francis wyffels, Joni Dambre

Using the FORCE learning paradigm, we train a reservoir of spiking neuron populations to act as a central pattern generator.