marius10p / NeuralDataScienceCSHL2019Links
Coding exercises for Neural Data Science at CSHL in 2019
☆29Updated 5 years ago
Alternatives and similar repositories for NeuralDataScienceCSHL2019
Users that are interested in NeuralDataScienceCSHL2019 are comparing it to the libraries listed below
Sorting:
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 6 years ago
- "Approaches to Study Neural Circuits" course☆65Updated 11 months ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated 3 months ago
- Revealing neural correlates of behavior without behavioral measurements☆15Updated 5 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- ☆56Updated 8 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
- IBL core shared libraries☆64Updated this week
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆55Updated 8 months ago
- Machine Learning Methods for Neural Data Analysis☆19Updated 6 months ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆71Updated 5 years ago
- Functions to assess quality of spike sorting results☆34Updated 2 years ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 9 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 4 years ago
- ☆24Updated 5 years ago
- Recordings of 10k neurons during spontaneous behaviors☆54Updated last year
- NEural MOdelS, a statistical modeling framework for neuroscience.☆110Updated this week
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆32Updated 2 months ago
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆67Updated this week
- Tools for analyzing spiking data from single-neuron recodings.☆29Updated 3 weeks ago
- Tutorial☆11Updated 4 years ago
- YASS: Yet Another Spike Sorter☆70Updated 3 years ago
- ☆60Updated 3 years ago
- Mesoscale activity ephys ingest schema☆11Updated 2 years ago
- non-parametric inference for convolutional filters in poisson glms☆13Updated 4 years ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆30Updated 2 years ago
- Metrics for spike sorting validation/quality control☆14Updated 4 years ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆41Updated 7 months ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆97Updated 3 years ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆41Updated 3 years ago