EPFL-LCN / neuronaldynamics-exercises
Python exercises accompanying the book "Neuronal Dynamics"
☆255Updated 7 months ago
Alternatives and similar repositories for neuronaldynamics-exercises:
Users that are interested in neuronaldynamics-exercises are comparing it to the libraries listed below
- Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington☆135Updated 7 years ago
- Computational NeuroScience is a rigorous 8-week course in Coursera from University of Washington that focus on basic computational techni…☆78Updated 9 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆68Updated 6 years ago
- This repository serves as a container for material around the Brian simulator, such as presentations and tutorials.☆39Updated 2 months ago
- Elephant is the Electrophysiology Analysis Toolkit☆205Updated last week
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆141Updated 7 months ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆92Updated 6 months ago
- ☆76Updated last week
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆76Updated 6 months ago
- A Python package for simulator-independent specification of neuronal network models.☆282Updated 6 months ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆100Updated last year
- A curated collection of neuroscience tasks with a common interface.☆272Updated this week
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 years ago
- List of summer schools in neuroscience and related fields☆218Updated 5 years ago
- Tutorial codes for modeling brains with neural nets☆215Updated 3 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 11 months ago
- A curated repository of Neuro-AI papers.☆40Updated 3 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
- Cosyne workshop tutorial 2022☆112Updated 2 years ago
- Collection of tutorials about methods of computational neuroscience using Python☆74Updated 7 years ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆34Updated 2 years ago
- Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.☆375Updated 3 years ago
- Python-module for calculation of extracellular potentials from multicompartment neuron models and networks☆79Updated 3 weeks ago
- An Introduction to Modeling Neuronal Dynamics - Borgers in python, Single Neuron Models, Mathematical Modeling, Computational Neuroscienc…☆42Updated 3 weeks ago
- STATS320: Statistical Methods for Neural Data Analysis☆193Updated last year
- A python package that includes many methods for decoding neural activity☆442Updated last year
- ☆36Updated 4 years ago
- Code accompanying Steinmetz et al., 2019☆57Updated 3 years ago
- ☆74Updated 2 years ago
- Training spiking neural networks for sound localization☆65Updated 3 weeks ago