nengo / nengo-spaLinks
Implementation of the Semantic Pointer Architecture for Nengo
☆23Updated 5 months ago
Alternatives and similar repositories for nengo-spa
Users that are interested in nengo-spa are comparing it to the libraries listed below
Sorting:
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆159Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 7 months ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆36Updated 5 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆88Updated last year
- Deep learning integration for Nengo☆91Updated 5 months ago
- Train self-modifying neural networks with neuromodulated plasticity☆77Updated 5 years ago
- ☆41Updated 3 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 7 months ago
- Spiking neuron integration for PyTorch☆41Updated 5 months ago
- Spaun (nengo 2.0 version)☆76Updated 11 months ago
- A toy model of Friston's active inference in Tensorflow☆41Updated 8 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆139Updated 4 years ago
- Nengo library of additional extensions☆29Updated 2 years ago
- ☆13Updated 2 years ago
- Nengo interactive visualizer☆108Updated 3 months ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 7 years ago
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆52Updated 3 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 5 months ago
- ☆29Updated last year
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆30Updated 5 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆23Updated 4 years ago
- Reinforcement Learning for Spiking Neural Networks☆82Updated last year
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆47Updated 4 years ago
- ☆115Updated last year
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 4 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Predictive coding in Python☆67Updated last year