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1. hypnettorch hypnettorch Public

   Package for working with hypernetworks in PyTorch.

   Python 112 14

2. hypercl hypercl Public

   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 …

   Python 156 17

3. mariacer/cl_in_rnns mariacer/cl_in_rnns Public

   Continual Learning in Recurrent Neural Networks

   Python 38 6

4. snn_global_pattern_induction snn_global_pattern_induction Public

   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…

   Python 13 3

5. experimental_setups experimental_setups Public

   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

6. posterior_replay_cl posterior_replay_cl Public

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

   Python 14 3