jordan-g / Segregated-Dendrite-Deep-LearningLinks
Deep learning in a spiking neural network using segregated dendrites.
☆85Updated 8 years ago
Alternatives and similar repositories for Segregated-Dendrite-Deep-Learning
Users that are interested in Segregated-Dendrite-Deep-Learning are comparing it to the libraries listed below
Sorting:
- ☆116Updated last year
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆106Updated 10 months ago
- interactive analysis of calcium imaging data from larval zebrafish☆137Updated 6 years ago
- Responses of 10,000 neurons to 2,800 natural images☆72Updated 6 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆48Updated 5 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆50Updated 8 years ago
- Python exercises accompanying the book "Neuronal Dynamics"☆272Updated last year
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆55Updated 9 years ago
- Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.☆388Updated 4 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 4 years ago
- deep-retina is a project to build a convolutional neural network that can predict retinal ganglion cell responses to natural stimuli with…☆58Updated 2 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated 2 years ago
- Python implementation of the Leabra framework☆18Updated 7 years ago
- subLSTMs for pytorch from Cortical microcircuits as gated-recurrent neural networks☆16Updated 8 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆167Updated 5 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 3 years ago
- repository for grid cell network code☆71Updated 3 years ago
- ☆28Updated 6 years ago
- Data and example scripts used in the paper `Inferring hidden structure in multilayered neural circuits`☆15Updated 4 years ago
- A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks☆35Updated 4 years ago
- Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)☆44Updated 4 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆128Updated 4 years ago
- Example of "biological" learning for MNIST☆302Updated 3 years ago
- Deep learning integration for Nengo☆92Updated 9 months ago
- Event-Driven CD in Spiking Neural Networks☆20Updated 9 years ago
- Dimensionality reduction of spikes trains☆49Updated 4 years ago
- ☆144Updated 4 years ago