Scientific Publications

An integrative, multiscale view on neural theories of consciousness

Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain

Recurrent neural networks that learn multi-step visual routines with reinforcement learning

Flexible Polymer Electrodes for Stable Prosthetic Visual Perception in Mice

Disynaptic Inhibitory Cerebellar Control Over Caudal Medial Accessory Olive

Closed-Form Control With Spike Coding Networks

Postsynaptic plasticity of Purkinje cells in mice is determined by molecular identity

Oikonomos-II: A Reinforcement-Learning, Resource-Recommendation System for Cloud HPC

Gradient-free training of recurrent neural networks using random perturbations

Tricking AI chips into simulating the human brain: A detailed performance analysis

NeuroDots: From Single-Target to Brain-Network Modulation: Why and What Is Needed?

Analytical Characterization of Epileptic Dynamics in a Bistable System

Universal Differential Equations as a Common Modeling Language for Neuroscience

ExaFlexHH: an exascale-ready, flexible multi-FPGA library for biologically plausible brain simulations

Effective Learning with Node Perturbation in Multi-Layer Neural Networks

A Dynamical Systems Approach to Optimal Foraging

Scientific Publications

An integrative, multiscale view on neural theories of consciousness

Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain

Recurrent neural networks that learn multi-step visual routines with reinforcement learning

Flexible Polymer Electrodes for Stable Prosthetic Visual Perception in Mice

Disynaptic Inhibitory Cerebellar Control Over Caudal Medial Accessory Olive

Closed-Form Control With Spike Coding Networks

Postsynaptic plasticity of Purkinje cells in mice is determined by molecular identity

Oikonomos-II: A Reinforcement-Learning, Resource-Recommendation System for Cloud HPC

Gradient-free training of recurrent neural networks using random perturbations

Tricking AI chips into simulating the human brain: A detailed performance analysis

NeuroDots: From Single-Target to Brain-Network Modulation: Why and What Is Needed?

Analytical Characterization of Epileptic Dynamics in a Bistable System

Universal Differential Equations as a Common Modeling Language for Neuroscience

ExaFlexHH: an exascale-ready, flexible multi-FPGA library for biologically plausible brain simulations

Effective Learning with Node Perturbation in Multi-Layer Neural Networks

A Dynamical Systems Approach to Optimal Foraging

Scientific Publications