BenjoCowley / DataHigh
DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity
☆17Updated 6 years ago
Alternatives and similar repositories for DataHigh:
Users that are interested in DataHigh are comparing it to the libraries listed below
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆29Updated 2 years ago
- ☆14Updated last month
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Sparse component analysis☆26Updated last month
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆46Updated this week
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆47Updated 5 months ago
- MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is…☆16Updated 2 years ago
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆29Updated 7 months ago
- ☆50Updated last week
- Tools for analyzing spiking data from single-neuron recodings.☆26Updated this week
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆20Updated 7 years ago
- ☆22Updated 5 years 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…☆23Updated 2 years ago
- ☆18Updated last month
- Preferential Subspace Identification Algorithm☆52Updated 4 months ago
- ☆48Updated 2 years ago
- ☆26Updated 2 years ago
- Code for neural and behavioral data analysis from the Brain Computation and Behavior Lab, aka AyA Lab, at Cornell University.☆17Updated last week
- Supervised and unsupervised techniques to decode signals from a population of neurons: the case of head-direction cells.☆12Updated 4 years ago
- Tutorial☆10Updated 4 years ago
- Machine Learning Methods for Neural Data Analysis☆13Updated 7 months ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 6 years ago
- A Matlab interface for reading and writing NWB files☆51Updated this week
- jPCA for Neural Data Analysis in Python☆47Updated last year
- pynapple collaborative data analysis (high level python scripts)☆37Updated 11 months ago
- Decoding and geometrical analysis of neural activity with built-in best practices☆35Updated 4 months ago