Nengo
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About
The Nengo Brain Maker is a Python package for building, testing, and deploying neural networks. It supports both spiking and traditional non-spiking models, offering fully scriptable or GUI-based development. Nengo is highly customizable, allowing users to define neuron types, learning rules, optimization methods, and reusable subnetworks. It's built to help solve problems with the most efficient hardware available, easily exploiting the latest technology. Nengo is a powerful development environment used at every scale, implementing networks for deep learning, vision, motor control, and various cognitive functions. It provides libraries for cognitive modeling, deep learning, adaptive control, and accurate dynamics, and can interface with hardware or other neural simulators.
Platform
Task
Features
• fully scriptable or gui-based development
• drive robots and implement on neuromorphic hardware
• implement networks for deep learning, vision, motor control
• define custom neuron types, learning rules, optimization methods
• easily exploit the latest hardware
• tackle dynamic information processing
• highly customizable and extensible
• supports spiking or traditional non-spiking models
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