pmediano / ComputationalNeurodynamicsLinks
Code and exercises for the Computational Neurodynamics course at Imperial College London
☆26Updated 8 years ago
Alternatives and similar repositories for ComputationalNeurodynamics
Users that are interested in ComputationalNeurodynamics are comparing it to the libraries listed below
Sorting:
- List of summer schools in neuroscience and related fields☆224Updated 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☆48Updated 7 years ago
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆21Updated 7 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- An open course in neural data science☆55Updated 8 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 3 years ago
- Preprint classes for biological journals☆30Updated 4 years ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Updated 6 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- Materials for Methods in Neuroscience at Dartmouth (MIND) 2019 Summer School on Cognitive Maps☆51Updated 5 years ago
- Learn to do common Voytek Lab things.☆85Updated 2 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- benchmarking challenge for finding neurons in imaging data☆74Updated 6 years ago
- cli for downloading data from crcns.org☆31Updated last year
- Computational toolbox for analysis of calcium imaging data of neuronal populations☆33Updated 2 years ago
- Reference data for the "Simulation Neuroscience:Neurons and Synapses" Massive Online Open Course☆43Updated 3 years ago
- In-class notebooks and other useful materials.☆19Updated 3 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆96Updated 3 years ago
- UNMAINTAINED - use klusta instead☆33Updated 7 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- A toolbox for inferring spikes from calcium traces.☆23Updated 2 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction …☆49Updated last year
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- Recordings of 10k neurons during spontaneous behaviors☆53Updated last year
- A tutorial on neuroinformatics resources for computational modellers☆67Updated 6 years ago