Tim Vogels

Meta-learning functional plasticity rules in neural networks

van Vreeswijk TNS · Institute of Science and Technology (IST), Klosterneuburg, Austria

Maths, AI and Neuroscience meeting

Interacting synapses stabilise both learning and neuronal dynamics in biological networks

NERV · IST Austria

A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network

NeuroLeman Network · Institute of Science and Technology in Austria

On the purpose and origin of spontaneous neural activity

NYU Swartz · IST Austria

COSYNE 2023

IST Austria, Austria

Dopamine dysregulation in Parkinson's Disease

Bernstein Conference 2024

Knocking out co-active plasticity rules in neural networks reveals synapse type-specific contributions for learning and memory

Bernstein Conference 2024

The space of high-dimensional Dalean, amplifying networks and the trade-off between stability and amplification

Bernstein Conference 2024

Synaptic modulation facilitates adaptation in cortical networks

Bernstein Conference 2024

Codependent plasticity underlies cortical memory strengthening

FENS Forum 2024 · Institute of Science and Technology Austria

Distributed memory engrams underlie flexible and versatile neural representations

FENS Forum 2024 · Institute of Science and Technology Austria

On co-dependent excitatory and inhibitory plasticity - with Tim Vogels - #30

Guest · Theoretical Neuroscience Podcast

On neuro-AI on the boat - part 2 of 2 - with Cristina Savin, Tim Vogels, Mikkel Lepperød, Paul Middlebrooks - #20

Guest · Theoretical Neuroscience Podcast