Pinned

1. SNNConvexOptim SNNConvexOptim Public

   Implementation of a spiking neural network to reproduce figures in: "Understanding Spiking Networks through Convex Optimization" (Mancoo et al., 2020)

   Python 1

2. VAE VAE Public

   TensorFlow implementation of a simple Variational Autoencoder. Includes a simple GUI for exploring the learned latent space.

   Python

3. Loihi-RL Loihi-RL Public

   Nengo implementation of actor critic reinforcement learning in watermaze tasks. Intended to be runnable on the Loihi chip.

   Python 2

4. NeurIPS NeurIPS Public

   Implementation of A3C reinforcement learning for the game "Neurosmash".

   Jupyter Notebook

5. BoltzmannMachine BoltzmannMachine Public

   A Boltzmann machine and number of training methods implemented in python with numba

   Python

6. NSD-DataLoader NSD-DataLoader Public

   A data loading utility for the Natural Scenes Dataset. Written as a wrapper around the nod-access library by tknapen.

   Jupyter Notebook