markusmeister / Rosenberg-2021-Repository
Code and data to accompany the Rosenberg 2021 Preprint
☆18Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Rosenberg-2021-Repository
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 2 years ago
- jPCA for Neural Data Analysis in Python☆44Updated last year
- ☆46Updated 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
- A package to train neural networks to perform various motor tasks☆56Updated 4 months ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆14Updated 6 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆51Updated 3 years ago
- Analysis for grid cells, grid fields, and head direction.☆17Updated 4 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆68Updated 4 years ago
- ☆12Updated last week
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆42Updated last year
- Tutorial codes for modeling brains with neural nets☆209Updated 3 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆45Updated last week
- WIP: Python port of Kilosort2☆50Updated last year
- Code accompanying Steinmetz et al., 2019☆55Updated 3 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 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
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆43Updated 5 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆89Updated 3 months ago
- Modules for processing extracellular electrophysiology data from Neuropixels probes☆109Updated 3 months ago
- pynapple collaborative data analysis (high level python scripts)☆37Updated 7 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆44Updated 2 months ago
- a visualization method for neural data☆195Updated last month
- A Matlab interface for reading and writing NWB files☆48Updated this week
- NEural MOdelS, a statistical modeling framework for neuroscience.☆82Updated this week
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆12Updated last week
- ☆47Updated 7 months ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆25Updated last year
- Code for internal lab sharing - polishing has started but is by no means complete☆119Updated 11 months ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆25Updated 2 years ago