ivanorsolic / NeuromatchAcademyLinks
Repo containing computational neuroscience notebooks and a project detecting latent states in neural activity using Hidden Markov Models on spiking data, made during the Neuromatch Academy 2020.
☆20Updated 4 years ago
Alternatives and similar repositories for NeuromatchAcademy
Users that are interested in NeuromatchAcademy are comparing it to the libraries listed below
Sorting:
- Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities☆42Updated 4 years ago
- ☆109Updated 2 months ago
- COGS118C [Neural Signal Processing] @ UCSanDiego☆168Updated 5 years ago
- An introduction to the practicing neuroscientist to data analysis in Python☆160Updated 2 years ago
- Introduction to Mathematics and Python using Neuroscience Examples☆42Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆83Updated last week
- NSCI 801 (Queen's U) Quantitative Neuroscience course materials☆111Updated 6 months ago
- Phase-Amplitude Coupling under Python☆112Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆53Updated 5 months ago
- Cycle-by-cycle analysis of neural oscillations.☆88Updated 2 months ago
- Code and data for the book "Case Studies in Neural Data Analysis"☆36Updated 8 years ago
- A list of tutorials and other resources useful to learn open science and neuroimaging, EEG and MEG☆123Updated 4 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Connectivity algorithms that leverage the MNE-Python API.☆79Updated last week
- ☆53Updated last month
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆154Updated last year
- ☆139Updated last year
- The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on ci…☆89Updated last month
- ☆30Updated last year
- Preferential Subspace Identification Algorithm☆53Updated 2 months ago
- Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data☆129Updated 2 months ago
- A Python Toolbox for Multimode Neural Data Representation Analysis☆61Updated 3 years ago
- Tutorial codes for modeling brains with neural nets☆232Updated 3 years ago
- Materials from fMRI data analysis course for cognitive science students.☆94Updated 3 years ago
- Methods for studying dynamic functional brain activity in neuroimaging data.☆72Updated this week
- ☆81Updated 5 months ago
- imaging, spike trains, information theory, neural circuitry, synaptic, channel properties☆12Updated 2 years ago
- ☆52Updated last year
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆76Updated last week
- Textbook for NESC 3505, Neural Data Science, at Dalhousie University☆117Updated 8 months ago