pmediano / ComputationalNeurodynamicsLinks
Code and exercises for the Computational Neurodynamics course at Imperial College London
☆24Updated 8 years ago
Alternatives and similar repositories for ComputationalNeurodynamics
Users that are interested in ComputationalNeurodynamics are comparing it to the libraries listed below
Sorting:
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- List of summer schools in neuroscience and related fields☆223Updated 6 years ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 7 years ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Updated 5 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Preprint classes for biological journals☆30Updated 4 years ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆21Updated 7 years ago
- Reference data for the "Simulation Neuroscience:Neurons and Synapses" Massive Online Open Course☆43Updated 3 years ago
- Computational toolbox for analysis of calcium imaging data of neuronal populations☆33Updated last year
- Dimensionality reduction of spikes trains☆50Updated 3 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆94Updated 3 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 5 months ago
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆30Updated 7 years ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆21Updated 5 years ago
- An open course in neural data science☆55Updated 8 years ago
- In-class notebooks and other useful materials.☆19Updated 3 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆42Updated 6 years ago
- Learn to do common Voytek Lab things.☆85Updated 2 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Problem sets and materials for systems and computational neuroscience course☆16Updated 4 months ago
- cli for downloading data from crcns.org☆31Updated last year
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 2 years ago
- Python exercises accompanying the book "Neuronal Dynamics"☆265Updated last year
- Analysis code for the results of the spikefinder challenge☆12Updated 7 years ago
- An algorithm for unsupervised discovery of sequential structure