Efficient Inference on a Network of Spiking Neurons using Deep Learning

Nina Baldy (1) , Martin Breyton (1) , Marmaduke M Woodman (1) , Viktor K Jirsa (1) , Meysam Hashemi (1)

1 INS - Institut de Neurosciences des Systèmes

Mots clés: Mean-field models Bayesian inference Deep neural networks Simulation-based-inference Hamiltonian Monte Carlo Optimization Bistability; Mean-field models; Bayesian inference; Deep neural networks; Simulation-based-inference; Hamiltonian Monte Carlo; Optimization; Bistability

Domaines: Neurosciences

Nina Baldy, Martin Breyton, Marmaduke M Woodman, Viktor K Jirsa, Meysam Hashemi. Efficient Inference on a Network of Spiking Neurons using Deep Learning. 2024. ⟨hal-04649972⟩