ahwillia / affinewarp
An implementation of piecewise linear time warping for multi-dimensional time series alignment
☆169Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for affinewarp
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆87Updated 3 months ago
- STATS320: Statistical Methods for Neural Data Analysis☆191Updated last year
- YASS: Yet Another Spike Sorter☆64Updated 2 years ago
- An algorithm for unsupervised discovery of sequential structure☆159Updated 7 months ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated 11 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆32Updated last year
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆82Updated this week
- Dimensionality reduction of spikes trains☆48Updated 3 years ago
- ☆46Updated 2 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆74Updated 2 months ago
- 🕝 Time-warped principal components analysis (twPCA)☆124Updated 3 years ago
- ☆70Updated 2 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆35Updated last month
- Responses of 10,000 neurons to 2,800 natural images☆67Updated 5 years ago
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 7 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆91Updated 2 years ago
- Tutorial codes for modeling brains with neural nets☆208Updated 3 years ago
- Code accompanying Steinmetz et al., 2019☆55Updated 3 years ago
- Deconvolution of calcium imaging data☆84Updated last month
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆33Updated 2 years ago
- NSCI 801 (Queen's U) Quantitative Neuroscience course materials☆112Updated 2 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
- ☆68Updated 2 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆83Updated 3 weeks ago
- COGS118C [Neural Signal Processing] @ UCSanDiego☆156Updated 4 years ago
- Preferential Subspace Identification Algorithm☆48Updated 2 weeks ago
- Modules for processing extracellular electrophysiology data from Neuropixels probes☆109Updated 2 months ago