NeuEdge: Energy-Efficient Edge AI with Spiking Neural Networks

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Explore the NeuEdge framework, combining Edge AI and neuromorphic computing to drive energy-efficient and adaptive solutions. It covers Edge AI's modern significance, spiking neural networks' role in green computing, and NeuEdge’s hybrid spike encoding, hardware optimisation, and runtime adaptation. Performance results on platforms like Loihi and TrueNorth demonstrate its superiority over traditional methods. With applications in IoT, autonomous systems, and sustainability, NeuEdge...