slinderman / ml4ndLinks
Machine Learning Methods for Neural Data Analysis
☆20Updated 8 months ago
Alternatives and similar repositories for ml4nd
Users that are interested in ml4nd are comparing it to the libraries listed below
Sorting:
- NEural MOdelS, a statistical modeling framework for neuroscience.☆116Updated last week
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆59Updated 10 months ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆29Updated 11 months ago
- DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity☆18Updated 7 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆52Updated 3 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 5 years ago
- The Freely Moving Animal (FMA) Toolbox is a Matlab toolbox. Its purpose is to help analyze electrophysiological and behavioral data recor…☆14Updated 4 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 6 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆32Updated 4 months ago
- ☆57Updated 10 months ago
- Neuroscience data analysis framework for reproducible research built by Loren Frank Lab at UCSF☆107Updated this week
- Revealing neural correlates of behavior without behavioral measurements☆16Updated 6 years ago
- IBL core shared libraries☆66Updated last week
- ☆60Updated 3 years ago
- Tools for analyzing spiking data from single-neuron recodings.☆29Updated last month
- Code for Functional Mixed Models for Fiber Photometry☆13Updated 5 months ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆43Updated 10 months ago
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆74Updated 6 months ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆31Updated 2 years ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated 5 months ago
- WIP: Python port of Kilosort2☆50Updated 2 years ago
- Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days☆73Updated this week
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆71Updated last week
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆15Updated 9 months ago
- Automatic spike sorting, cluster visualization, spike sorting GUIs☆46Updated last month
- Metrics for spike sorting validation/quality control☆15Updated 4 years ago
- Code for neural and behavioral data analysis from the Brain Computation and Behavior Lab, aka AyA Lab, at Cornell University.☆21Updated last week
- A open toolbox of several machine learning approaches for sharp-wave ripple detection☆32Updated this week
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆33Updated last year
- NeuroPyxels (npyx) is a python library built for electrophysiologists using Neuropixels electrodes. This package stems from the need of a…☆139Updated last month