slinderman / ml4ndLinks
Machine Learning Methods for Neural Data Analysis
☆16Updated last month
Alternatives and similar repositories for ml4nd
Users that are interested in ml4nd are comparing it to the libraries listed below
Sorting:
- UnitRefine is a machine-learning toolbox that simplifies spike sorting curation by reducing manual curation.☆25Updated 2 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆53Updated 3 months ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- The Freely Moving Animal (FMA) Toolbox is a Matlab toolbox. Its purpose is to help analyze electrophysiological and behavioral data recor…☆12Updated 3 years ago
- This repo allows for the complete reproduction, from processed data, of all the main and supplemental figures in the manuscript Non-linea…☆23Updated last year
- Metrics for spike sorting validation/quality control☆13Updated 3 years ago
- ☆23Updated 5 years ago
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 4 months ago
- Region Of Interest Classification and Tracking☆19Updated this week
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆61Updated this week
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆49Updated 9 months ago
- ☆28Updated 11 months ago
- Implemenation of Manifold Inference from Neural Dynamics (MIND) from Low & Lewallen et. al, '18☆29Updated 6 years ago
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆30Updated 10 months ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆46Updated 5 years ago
- Revealing neural correlates of behavior without behavioral measurements☆14Updated 5 years ago
- IBL core shared libraries☆63Updated last week
- Schemata and libraries for neuroscientific data☆26Updated 8 months ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated 3 months ago
- MATLAB toolbox for spike-train community detection☆15Updated last year
- Tools for analyzing spiking data from single-neuron recodings.☆27Updated 3 weeks ago
- Code for Functional Mixed Models for Fiber Photometry☆11Updated last week
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆40Updated 3 months ago
- ☆54Updated 3 months ago
- ☆54Updated 2 years ago
- Web app for viewing results of ephys spike sorting☆26Updated 3 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆21Updated 2 months ago
- Fast optimisation of tuning curves by iterative refitting and decoding☆13Updated 2 months ago
- Decoding and geometrical analysis of neural activity with built-in best practices☆44Updated 2 months ago
- Mesoscale activity ephys ingest schema☆11Updated last year