slinderman / stats320Links
STATS320: Statistical Methods for Neural Data Analysis
☆198Updated 2 months ago
Alternatives and similar repositories for stats320
Users that are interested in stats320 are comparing it to the libraries listed below
Sorting:
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆83Updated 2 weeks ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- ☆57Updated 2 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆139Updated last year
- A curated collection of neuroscience tasks with a common interface.☆295Updated this week
- NSCI 801 (Queen's U) Quantitative Neuroscience course materials☆111Updated 6 months ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆156Updated last year
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Tutorial codes for modeling brains with neural nets☆233Updated 4 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆67Updated 2 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆100Updated last year
- NEural MOdelS, a statistical modeling framework for neuroscience.☆102Updated last week
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆82Updated last month
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- ☆27Updated 3 weeks ago
- COGS118C [Neural Signal Processing] @ UCSanDiego☆169Updated 5 years ago
- ☆30Updated 3 years ago
- Toolbox for analyzing behavioral videos and neural activity☆59Updated last year
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆71Updated last month
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆40Updated 3 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆29Updated 5 months ago
- ☆25Updated 3 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆24Updated 4 months ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated last week
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆54Updated 5 months ago
- Code base for the SENSORIUM competition.☆64Updated last year
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆29Updated 5 years ago