A class for using ML algorithms for spike prediction
☆62Feb 14, 2018Updated 8 years ago
Alternatives and similar repositories for spykesML
Users that are interested in spykesML are comparing it to the libraries listed below
Sorting:
- Tools for spike data analysis and visualization☆111Feb 4, 2023Updated 3 years ago
- A python package that includes many methods for decoding neural activity☆468Jul 3, 2023Updated 2 years ago
- Revealing neural correlates of behavior without behavioral measurements☆16Nov 18, 2019Updated 6 years ago
- ☆20Oct 16, 2018Updated 7 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆43Jul 23, 2019Updated 6 years ago
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Nov 26, 2017Updated 8 years ago
- ☆41Sep 29, 2021Updated 4 years ago
- Matlab package implementing blind deconvolution method for neural spike recovery☆14Sep 20, 2016Updated 9 years ago
- Tools, algorithms, and frameworks for managing and analyzing neural data.☆20Mar 21, 2022Updated 3 years ago
- CNN-ripple is a 1D convolutional neural network (CNN) operating over high-density LFP recordings to detect hippocampal SWR both offline a…☆16Nov 15, 2022Updated 3 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆73May 12, 2020Updated 5 years ago
- Compression, denoising and demixing of functional imaging recordings☆28Jul 11, 2018Updated 7 years ago
- Functions to assess quality of spike sorting results☆34Sep 6, 2023Updated 2 years ago
- Benchmark of online PCA algorithms☆22Sep 18, 2018Updated 7 years ago
- A Python API for working with Neurodata stored in the NWB Format☆207Feb 20, 2026Updated last week
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆99Jul 18, 2022Updated 3 years ago
- BlueBrain's recipe writer to parameterize structure and logic of a mouse whole-neocortex connectome☆10May 13, 2022Updated 3 years ago
- Fast approximate inference for Poisson GLMs☆11Oct 20, 2019Updated 6 years ago
- Predicting treatment effects from RCTs (Circulation: CQO 2019).☆10Jun 21, 2022Updated 3 years ago
- MID (Mutual Information Dimension) for measuring statistical dependence between two random variables☆12Apr 21, 2013Updated 12 years ago
- Example analyses making extensive use of nelpy.☆10May 1, 2019Updated 6 years ago
- Notebooks to accompany sofroniew-vlasov-2015☆10May 18, 2019Updated 6 years ago
- Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.☆11Oct 1, 2018Updated 7 years ago
- ☆29Oct 22, 2025Updated 4 months ago
- Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and thet…☆23Jun 20, 2022Updated 3 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆31May 9, 2020Updated 5 years ago
- Analysis code for the results of the spikefinder challenge☆12Feb 19, 2018Updated 8 years ago
- a repository containing everything relevant to our fast non-negative deconvolution work☆35Nov 28, 2016Updated 9 years ago
- Mesoscale activity ephys ingest schema☆11Jul 18, 2023Updated 2 years ago
- Compresso: Efficient Compression of Segmentation Data For Connectomics☆12Sep 7, 2021Updated 4 years ago
- Legacy project superseded by https://github.com/morphonets/SNT☆13Jul 19, 2021Updated 4 years ago
- GUI to compute and explore receptive fields, primarily from calcium imaging recordings☆13Jun 26, 2021Updated 4 years ago
- non-parametric inference for convolutional filters in poisson glms☆13Sep 20, 2021Updated 4 years ago
- The Freely Moving Animal (FMA) Toolbox is a Matlab toolbox. Its purpose is to help analyze electrophysiological and behavioral data recor…