Christian Henning (@chrhenning)
github

chrhenning

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Top repositories

1

hypercl

Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fine-tuned for every task, that doesn't require an increase in the number of trainable weights and is robust against catastrophic forgetting.
Python
154
star
2

hypnettorch

Package for working with hypernetworks in PyTorch.
Python
113
star
3

posterior_replay_cl

Continual learning of task-specific approximations of the parameter posterior distribution via a shared hypernetwork.
Python
16
star
4

snn_global_pattern_induction

Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a global feedback mechanism to support strong, contrasty pattern formation.
Python
13
star
5

uncertainty_based_ood

Exploring the link between uncertainty estimates obtained via "exact" Bayesian inference and out-of-distribution (OOD) detection.
Jupyter Notebook
3
star
6

experimental_setups

The repository contains code to control experimental setups that have a NIDAQ board at its core. The software was designed in the Grewe-lab (a Neuroscience group).
MATLAB
2
star
7

symmetric_eigenvalue

A program to compute all eigenvalues or eigenvalues within a certain interval on symmetric tridiagonal systems in parallel.
C
1
star