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.
☆21Updated 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 5 years ago
- ☆125Updated 2 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated last week
- An introduction to the practicing neuroscientist to data analysis in Python☆162Updated 2 years ago
- ☆56Updated 4 months ago
- Code and data for the book "Case Studies in Neural Data Analysis"☆36Updated 8 years ago
- COGS118C [Neural Signal Processing] @ UCSanDiego☆171Updated 5 years ago
- Preferential Subspace Identification Algorithm☆54Updated 5 months ago
- ☆30Updated 3 years ago
- NSCI 801 (Queen's U) Quantitative Neuroscience course materials☆111Updated 9 months ago
- Introduction to Mathematics and Python using Neuroscience Examples☆45Updated last year
- Connectivity algorithms that leverage the MNE-Python API.☆85Updated last week
- Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data☆134Updated 2 weeks ago
- Phase-Amplitude Coupling under Python☆115Updated last year
- imaging, spike trains, information theory, neural circuitry, synaptic, channel properties☆12Updated 2 years ago
- The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on ci…☆93Updated 3 weeks ago
- ☆31Updated last year
- Methods for studying dynamic functional brain activity in neuroimaging data.☆76Updated last week
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆57Updated 8 months ago
- A list of links and resources for my Methods in Neuroimaging Course☆65Updated 7 months ago
- ☆84Updated 9 months ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆161Updated last year
- Cycle-by-cycle analysis of neural oscillations.☆91Updated last month
- A reservoir computing toolbox for neuroscientists☆112Updated 11 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 4 years ago
- Materials from fMRI data analysis course for cognitive science students.☆110Updated 3 years ago
- Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington☆147Updated 8 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- This repo allows for the complete reproduction, from processed data, of all the main and supplemental figures in the manuscript Non-linea…☆25Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆39Updated 2 years ago