162 citations · 460 across the 16 of their papers we have counts for
3 papers · 1 filter
High-performance deep spiking neural networks with 0.3 spikes per neuron
Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec +3
Communication by rare, binary spikes is a key factor for the energy efficiency of biological brains. However, it is harder to train biologically-inspired spiking neural networks (S…
Trial matching: capturing variability with data-constrained spiking neural networks
Christos Sourmpis, Carl Petersen, Wulfram Gerstner +1
Simultaneous behavioral and electrophysiological recordings call for new methods to reveal the interactions between neural activity and behavior. A milestone would be an interpreta…
Context selectivity with dynamic availability enables lifelong continual learning
Martin Barry, Wulfram Gerstner, Guillaume Bellec
"You never forget how to ride a bike", -- but how is that possible? The brain is able to learn complex skills, stop the practice for years, learn other skills in between, and still…