CURRENT RESEARCH

Computational Neuroscience

Mathematical models of neural circuits, neural representation, dynamical systems, and stochastic neural computation.

Neural Circuits ยท Dynamical Systems ยท Neural Geometry ยท Modeling

LEARNING & RESEARCH

๐Ÿง  Computational Neuroscience Resource Hub

Computational Neuroscientists

Terrence Sejnowski Salk Institute / UC San Diego Neural computation โ€ข Neural networks โ€ข Learning and memory โ€ข Computational neuroscience โ€ข Brain-inspired AI
Wulfram Gerstner EPFL Switzerland Spiking neuron models โ€ข Synaptic plasticity โ€ข Learning rules โ€ข Neural dynamics โ€ข Computational neuroscience
Larry Abbott Columbia University Neural circuits โ€ข Population coding โ€ข Neural dynamics โ€ข Theoretical neuroscience โ€ข Learning
Surya Ganguli Stanford University Neural networks โ€ข Deep learning theory โ€ข Neural population geometry โ€ข High-dimensional data โ€ข Theoretical neuroscience
Scott Linderman Stanford University Statistical neuroscience โ€ข Machine learning โ€ข Neural data analysis โ€ข Latent dynamical systems โ€ข Bayesian modeling
John Cunningham Columbia University Computational neuroscience โ€ข Machine learning โ€ข Neural data analysis โ€ข Dimensionality reduction โ€ข Neural population activity
Peter Latham Gatsby, UCL Theoretical neuroscience โ€ข Neural coding โ€ข Neural computation โ€ข Probabilistic inference โ€ข Network dynamics
Maneesh Sahani Gatsby , UCL Machine learning โ€ข Neural coding โ€ข Statistical neuroscience โ€ข Sensory processing โ€ข Neural data analysis
Claudia Clopath Imperial College London Synaptic plasticity โ€ข Learning and memory โ€ข Neural circuits โ€ข Network dynamics โ€ข Computational neuroscience
Jonathan Pillow Princeton Computational neuroscience โ€ข Neural coding โ€ข Statistical modeling โ€ข Bayesian inference โ€ข Neural data analysis
Gyรถrgy Buzsรกki NYU Grossman School of Medicine NY Neural oscillations โ€ข Hippocampus โ€ข Memory โ€ข Neural circuits โ€ข Population dynamics
Karl Friston UCL Computational neuroscience โ€ข Predictive coding โ€ข Free-energy principle โ€ข Active inference โ€ข Neuroimaging
Dan Goodman Imperial College London (Neuromatch) Computational neuroscience โ€ข Auditory neuroscience โ€ข Neural coding โ€ข Spiking neural networks โ€ข Neuromatch