ahwillia / affinewarp
An implementation of piecewise linear time warping for multi-dimensional time series alignment
☆172Updated 6 months ago
Alternatives and similar repositories for affinewarp:
Users that are interested in affinewarp are comparing it to the libraries listed below
- An algorithm for unsupervised discovery of sequential structure☆164Updated 11 months ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Preferential Subspace Identification Algorithm☆50Updated 3 months ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆92Updated 6 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- ☆74Updated 2 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆45Updated 4 months ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆34Updated 2 years ago
- ☆49Updated 2 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆93Updated 3 weeks ago
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 10 months ago
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 7 months ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated last year
- STATS320: Statistical Methods for Neural Data Analysis☆193Updated last year
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆64Updated last year
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- Code accompanying Steinmetz et al., 2019☆57Updated 3 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆32Updated 6 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆288Updated 2 years ago
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆22Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- ☆69Updated 2 years ago
- Deconvolution of calcium imaging data☆86Updated 3 weeks ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 3 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆89Updated this week