Discover chrhenning/experimental_setups Open Source project

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MATLAB
License
Apache License 2.0
Created over 6 years ago
Updated almost 6 years ago

chrhenning

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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).

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

hypnettorch

Package for working with hypernetworks in PyTorch.

Python

113

posterior_replay_cl

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

Python

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

uncertainty_based_ood

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

Jupyter Notebook

symmetric_eigenvalue

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

chrhenning/experimental_setups

chrhenning

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