melizalab / comp-neurosciLinks
Problem sets and materials for systems and computational neuroscience course
☆16Updated 8 months ago
Alternatives and similar repositories for comp-neurosci
Users that are interested in comp-neurosci are comparing it to the libraries listed below
Sorting:
- non-parametric inference for convolutional filters in poisson glms☆13Updated 4 years ago
- Computational toolbox for analysis of calcium imaging data of neuronal populations☆33Updated 2 years ago
- a Python machine learning library for neurophysiology data☆36Updated 7 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 6 years ago
- NSCI 801 (Queen's U) Quantitative Neuroscience course materials☆111Updated 10 months ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- Software for high density electrophysiology☆30Updated 11 months ago
- ☆56Updated 9 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Updated 6 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- An introduction to the practicing neuroscientist to data analysis in Python☆164Updated 2 years ago
- "Approaches to Study Neural Circuits" course☆65Updated last year
- COGS118C [Neural Signal Processing] @ UCSanDiego☆173Updated 5 years ago
- ☆24Updated 5 years ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆46Updated 3 weeks ago
- Machine Learning Methods for Neural Data Analysis☆20Updated 7 months ago
- Coding exercises for Neural Data Science at CSHL in 2019☆30Updated 5 years ago
- Automatic spike sorting up to 64 channels☆53Updated 4 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆97Updated 3 years ago
- SpikeForest -- spike sorting analysis for website -- version 2☆35Updated 3 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆37Updated 7 years ago
- Modules for processing extracellular electrophysiology data from Neuropixels probes☆122Updated last year
- Repository to host materials for the summer workshop on the dynamic brain☆33Updated 3 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 4 years ago
- Python-based module with spike sorter wrappers and a simple API for running them.☆20Updated 4 years ago
- Gallery of visualizations and analyses of the Allen Brain Observatory☆25Updated 3 years ago
- Code and data for the book "Case Studies in Neural Data Analysis"☆36Updated 8 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 5 years ago