205 citations · 746 across the 41 of their papers we have counts for
4 papers · 1 filter
Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents
Hugo Laurençon, Charbel-Raphaël Ségerie, Johann Lussange +1
Homeostasis is a prevalent process by which living beings maintain their internal milieu around optimal levels. Multiple lines of evidence suggest that living beings learn to act t…
Activity stabilization in a population model of working memory by sinusoidal and noisy inputs
Nikita Novikov, Denis Zakharov, Victoria Moiseeva +1
According to mechanistic theories of working memory (WM), information is retained as persistent spiking activity of cortical neural networks. Yet, how this activity is related to c…
Robust universal approach to identify travelling chimeras and synchronized clusters in spiking networks
Olesia Dogonasheva, Dmitry Kasatkin, Boris Gutkin +1
We propose a robust universal approach to identify multiple dynamical states, including stationary and travelling chimera states based on an adaptive coherence measure. Our approac…
Adjoint Method for Macroscopic Phase-Resetting Curves of Generic Spiking Neural Networks
Gregory Dumont, Alberto Pérez-Cervera, Boris Gutkin
Brain rhythms emerge as a result of synchronization among interconnected spiking neurons. Key properties of such rhythms can be gleaned from the phase-resetting curve (PRC). Inferr…