berenslab / neural_data_scienceLinks
Contains programming labs and lecture notes for the lecture "Neural Data Science"
☆111Updated 4 years ago
Alternatives and similar repositories for neural_data_science
Users that are interested in neural_data_science are comparing it to the libraries listed below
Sorting:
- NSCI 801 (Queen's U) Quantitative Neuroscience course materials☆111Updated 10 months ago
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 6 months ago
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆73Updated 5 months ago
- Writing good research code☆117Updated 4 years ago
- ☆30Updated 3 years ago
- An ongoing journal club for the study of big ideas in neuro☆34Updated 3 years ago
- Introduction to Mathematics and Python using Neuroscience Examples☆45Updated last year
- ☆130Updated 3 months ago
- COGS118C [Neural Signal Processing] @ UCSanDiego☆173Updated 5 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Repository for course materials for the Summer Workshop on the Dynamic Brain 2019☆22Updated 6 years ago
- An introduction to the practicing neuroscientist to data analysis in Python☆164Updated 2 years ago
- "Approaches to Study Neural Circuits" course☆65Updated last year
- mathematical methods for neuroscience and machine learning☆24Updated 6 years ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆161Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated 3 weeks ago
- Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities☆42Updated 5 years ago
- a visualization method for neural data☆240Updated 8 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 5 years ago
- Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction …☆50Updated 2 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆30Updated 5 years ago
- ☆141Updated 2 years ago
- A collaborative list of resources for Computational Neuroscience☆18Updated 5 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆115Updated this week
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆41Updated 4 years ago
- Toolbox for analyzing behavioral videos and neural activity☆59Updated 2 years ago
- Calibrated inference of spiking from calcium ΔF/F data using deep networks☆156Updated last month
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆30Updated 2 years ago
- Gallery of visualizations and analyses of the Allen Brain Observatory☆25Updated 3 years ago