seanmperkins / mint
Home of the neural decode algorithm MINT.
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for mint
- jPCA for Neural Data Analysis in Python☆44Updated last year
- Python tools for participating in Neural Latents Benchmark '21☆56Updated 4 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆51Updated 3 years ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆84Updated last month
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 6 years ago
- ☆46Updated 2 years ago
- ☆12Updated last week
- Ephys toolbox to match single units (electrophysiology) either within the same day (over splits) or across two days☆45Updated this week
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆12Updated 2 weeks ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆25Updated 2 years ago
- ☆16Updated 2 years ago
- Code for neural and behavioral data analysis from the Brain Computation and Behavior Lab, aka AyA Lab, at Cornell University.☆16Updated this week
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆45Updated last week
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆44Updated 2 months ago
- Sparse component analysis☆26Updated last month
- Preferential Subspace Identification Algorithm☆49Updated last month
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆36Updated last month
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆11Updated last year
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆22Updated 6 years ago
- Code accompanying Steinmetz et al., 2019☆55Updated 3 years ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆33Updated 2 years ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆25Updated 7 months ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆43Updated 5 years ago
- ☆17Updated 2 years ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated 11 months ago
- Preferential Subspace Identification Algorithm☆44Updated 9 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- ☆70Updated 2 years ago