neurallatents / neurallatents.github.io
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for neurallatents.github.io
- jPCA for Neural Data Analysis in Python☆44Updated last year
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆83Updated 3 weeks ago
- Preferential Subspace Identification Algorithm☆48Updated 2 weeks ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆12Updated this week
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆49Updated 3 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆25Updated 2 years ago
- Python tools for participating in Neural Latents Benchmark '21☆56Updated 3 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆44Updated last month
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆25Updated 6 months ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆33Updated 2 years ago
- ☆12Updated last month
- Sparse component analysis☆24Updated 3 weeks ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆10Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆35Updated last month
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆32Updated last year
- Preferential Subspace Identification Algorithm☆44Updated 9 months ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆36Updated 2 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆45Updated 2 weeks ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆35Updated 5 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆43Updated 5 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- ☆23Updated this week
- Home of the neural decode algorithm MINT.☆13Updated last year
- Tools for analyzing spiking data from single-neuron recodings.☆22Updated 4 months ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆91Updated 2 years ago
- ☆46Updated 2 years ago
- ☆21Updated 4 years ago
- ☆47Updated 3 years ago
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆69Updated 6 years ago