neuronstar / spiking-neuron-modelsLinks
computational neuroscience reading notes
☆79Updated 4 years ago
Alternatives and similar repositories for spiking-neuron-models
Users that are interested in spiking-neuron-models are comparing it to the libraries listed below
Sorting:
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- Event-Driven CD in Spiking Neural Networks☆20Updated 9 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- deep-retina is a project to build a convolutional neural network that can predict retinal ganglion cell responses to natural stimuli with…☆56Updated 2 years ago
- interactive analysis of calcium imaging data from larval zebrafish☆135Updated 6 years ago
- Data and example scripts used in the paper `Inferring hidden structure in multilayered neural circuits`☆14Updated 3 years ago
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 5 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- subLSTMs for pytorch from Cortical microcircuits as gated-recurrent neural networks☆16Updated 7 years ago
- Computational NeuroScience is a rigorous 8-week course in Coursera from University of Washington that focus on basic computational techni…☆78Updated 10 years ago
- Python exercises accompanying the book "Neuronal Dynamics"☆265Updated last year
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 5 months ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆45Updated 10 years ago
- List of summer schools in neuroscience and related fields☆223Updated 6 years ago
- Introductory workshop to modeling and model fitting in cognitive and computational neuroscience☆15Updated 5 years ago
- A general-purpose neural simulator focusing on topographic maps.☆55Updated 7 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 2 years ago
- A tutorial on neuroinformatics resources for computational modellers☆67Updated 5 years ago
- ☆115Updated last year
- MultiVariate Pattern Analysis in Python☆320Updated 4 months ago
- neuroConstruct: biophysically detailed neuronal modelling in 3D☆52Updated 6 months ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Updated 5 years ago
- A class for using ML algorithms for spike prediction☆61Updated 7 years ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Brian is a simulator for spiking neural networks available on almost all platforms. This is the legacy version that is no longer develope…☆61Updated 2 years ago
- Computational Neuroscience class materials in PyDSTool based on Hugh Wilson's book (and some from Eugene Izhikevich's book). DRAFT VERSIO…☆223Updated 11 years ago
- Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction …☆49Updated last year
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago