Spiking Neural Networks

Breaking Through Bottlenecks: The Embedded AI Neural Continuous Learning Engine – Replay4NCL

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Breaking Through Bottlenecks: The Embedded AI Neural Continuous Learning Engine - Replay4NCL

Researchers from the University of the Emirates, New York University Abu Dhabi, and the National University of Sciences and Technology in Pakistan have jointly launched an efficient memory replay method called Replay4NCL to address the challenges of continuous learning in embedded AI systems within dynamic environments. It is worth mentioning that this research has been … Read more

Neuromorphic Event-Driven Vision Sensors for Motion Recognition

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Neuromorphic Event-Driven Vision Sensors for Motion Recognition

Click the blue words to follow us Research Background The traditional frame-based image sensors transmit absolute light intensity at a fixed frame rate, regardless of whether features change, leading to a large amount of redundant visual data with limited information. Inspired by biological retinas, event-driven vision sensors respond only to relevant changes in the scene. … Read more