Computational Neuroscience, University of Bern

ACCPyr

dendriticBackprop

le_NeurIPS_code

Official code repository for the publication "Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons"

NEAT

NEAT (NEural Analysis Toolkit)

pal_microcircuits_genn

Code-base for the simulations of dendritic microcircuit networks in the paper "Learning efficient backprojections across cortical hierarchies in real time".

perceptron_simulator

prospectiveCoding

STDP_Multicompartment

modeling stdp

tic-tac-toe

Q-learning for Tic-tac-toe

TopDownOFC

Code for the manuscript 'Hierarchy of prediction errors shapes the learning of context-dependent sensory representations'

unibe-cns/NEAT

NEAT (NEural Analysis Toolkit)

unibe-cns/TopDownOFC

Code for the manuscript 'Hierarchy of prediction errors shapes the learning of context-dependent sensory representations'

unibe-cns/le_NeurIPS_code

Official code repository for the publication "Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons"

unibe-cns/pal_microcircuits_genn

Code-base for the simulations of dendritic microcircuit networks in the paper "Learning efficient backprojections across cortical hierarchies in real time".

unibe-cns/prospectiveCoding

unibe-cns/ACCPyr

unibe-cns/dendriticBackprop

unibe-cns/perceptron_simulator

unibe-cns/spike-based-sampling

Helper library for stochastic LIF sampling in PyNN-supported neural simulators

unibe-cns/STDP_Multicompartment

modeling stdp

unibe-cns/tic-tac-toe

Q-learning for Tic-tac-toe

unibe-cns/gle-code

Code repository for the paper "Backpropagation through space, time and the brain"

unibe-cns/learning-bayes-optimal-dendritic-opinion-pooling

This repository contains data and analysis scripts to reproduce the figures as well as source code and simulation scripts to perform the experiments described in Jordan, et al., 2021.

unibe-cns/multiareaBackprop

Code for "Dendritic error backpropagation in deep cortical microcircuits". arXiv 2017

unibe-cns/pseudoBackprop

Project to compare vanilla backprop, feedback alignment and pseudo backpropagation on a simple example

unibe-cns/PythonHPC

PythonHPC

unibe-cns/temporal_sequence_learning

This repository contains the simulation code for the paper "ELiSe: Efficient Learning of Sequences in Structured Recurrent Networks"

unibe-cns/variational-quantum-ground-states

Variational quantum ground states

unibe-cns/dendritic-opinion-pooling

Library for models implementing the dendritic opinion pooling framework.

unibe-cns/nla-code

Code repository for the paper "A neuronal least-action principle for real-time learning in cortical circuits"

unibe-cns/Predictive-olfactory-learning-in-Drosophila

Code and Data for " Predictive olfactory learning in Drosophila

unibe-cns/reliable-membranes

unibe-cns/twoWeightComponentModel