brian2
Neural network simulator
A simulator for spiking neural networks written in Python
Brian is a free, open source simulator for spiking neural networks.
950 stars
47 watching
222 forks
Language: Python
last commit: 3 months ago
Linked from 1 awesome list
biological-simulationsbrianbrian2code-generationcomputational-neurosciencedifferential-equationsneurosciencepythonsciencesimulation-frameworkspiking-neural-networks
Related projects:
Repository | Description | Stars |
---|---|---|
| A flexible and extensible framework for brain dynamics programming using Python and JIT compilation. | 541 |
| A Python library for building and simulating large-scale neural models | 834 |
| A software package for simulating spiking neural networks using PyTorch. | 1,517 |
| Provides a common codebase for simulating neural networks on SpiNNaker hardware | 105 |
| A PyTorch implementation of a neural network potential for molecular simulations | 471 |
| An implementation of a multi-layer neural network in Python, allowing users to train and use the network for classification tasks. | 5 |
| A Python module for simulating peripheral nerves using the NEURON compartmental simulator. | 3 |
| A framework for building and simulating efficient spiking neural networks on GPU | 220 |
| A CAD framework for designing and simulating Deep Neural Networks on embedded platforms | 148 |
| A Python library for training neural networks with focus on hydrological applications using PyTorch. | 372 |
| A simulator for power networks that incorporates reinforcement learning and visualization. | 112 |
| A Python library for implementing and training various neural network architectures | 40 |
| A Python package to simulate and analyze water distribution networks under disaster scenarios | 324 |
| A comprehensive toolkit for analyzing brain imaging data using machine learning and statistical techniques. | 1,214 |
| A MATLAB implementation of a deep belief network used for generative learning and visualization of the neural network simulation process. | 48 |