ilennaj / ktreeLinks
Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”
☆47Updated 5 years ago
Alternatives and similar repositories for ktree
Users that are interested in ktree are comparing it to the libraries listed below
Sorting:
- ☆39Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆160Updated 4 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆65Updated 8 months ago
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆158Updated 3 years ago
- Brian 2 frontend to the GeNN simulator☆47Updated last week
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 6 months ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆31Updated 5 years ago
- ☆50Updated 4 years ago
- Deep learning integration for Nengo☆91Updated 6 months ago
- Deep learning for spiking neural networks☆69Updated last year
- repository for grid cell network code☆65Updated 2 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 7 months ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 7 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆24Updated 4 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆70Updated 6 years ago
- ☆74Updated 3 years ago
- Python exercises accompanying the book "Neuronal Dynamics"☆265Updated last year
- hdnet - Hopfield denoising network☆13Updated 2 years ago
- ☆38Updated 5 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Updated 4 years ago
- ☆142Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 8 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆36Updated 5 years ago
- ☆28Updated 6 years ago
- The SpiNNaker implementation of the PyNN neural networking language☆113Updated this week
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year