ilennaj / ktreeLinks
Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”
☆49Updated 5 years ago
Alternatives and similar repositories for ktree
Users that are interested in ktree are comparing it to the libraries listed below
Sorting:
- ☆41Updated 2 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆85Updated 8 years ago
- Responses of 10,000 neurons to 2,800 natural images☆72Updated 6 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆107Updated 10 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆42Updated 3 weeks ago
- A brian2 extension to simulate spiking neural networks on GPUs☆66Updated 2 weeks ago
- repository for grid cell network code☆73Updated 3 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- Brian 2 frontend to the GeNN simulator☆48Updated last month
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆168Updated 5 years ago
- ☆78Updated 3 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆161Updated 4 years ago
- ☆52Updated 4 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Updated 4 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆55Updated 9 years ago
- Deep learning integration for Nengo☆92Updated 10 months ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆69Updated 7 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 7 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆30Updated last year
- hdnet - Hopfield denoising network☆14Updated 3 years ago
- Neurons learn by predicting future activity☆30Updated 4 years ago
- Python exercises accompanying the book "Neuronal Dynamics"☆274Updated last year
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆79Updated last week
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆39Updated 4 years ago
- ☆28Updated 6 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆104Updated last year