Search Results for author: Florent De Geeter

Found 2 papers, 0 papers with code

Spike-based computation using classical recurrent neural networks

no code implementations6 Jun 2023 Florent De Geeter, Damien Ernst, Guillaume Drion

We show that this new network can achieve performance comparable to other types of spiking networks in the MNIST benchmark and its variants, the Fashion-MNIST and the Neuromorphic-MNIST.

Warming up recurrent neural networks to maximise reachable multistability greatly improves learning

no code implementations2 Jun 2021 Gaspard Lambrechts, Florent De Geeter, Nicolas Vecoven, Damien Ernst, Guillaume Drion

This insight leads to the design of a novel way to initialise any recurrent cell connectivity through a procedure called "warmup" to improve its capability to learn arbitrarily long time dependencies.

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