Nengo
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About
Nengo is a powerful development environment designed for building, testing, and deploying neural networks, accommodating both spiking and traditional non-spiking models. This extensible framework allows developers to employ a fully scriptable interface or leverage a GUI-based development environment via the NengoGUI. Users can create highly customizable models, define their own neuron types, learning rules, optimization methods, and reusable subnetworks. Nengo supports dynamic information processing and can directly interface with hardware. It has applications in deep learning, cognitive modeling, motor control, visual attention, and much more. Nengo offers extensive documentation, an active community forum, built-in tutorials, and resources to explore the code.
Platform
Task
Features
• dynamic information processing capabilities
• live coding environment with nengogui
• extensible and flexible design
• integration with various hardware
• highly customizable architecture
• fully scriptable or gui-based development
• supports spiking and non-spiking neural models
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