Chinese researchers from the Chinese University of Hong Kong have unveiled a groundbreaking "laser graded" artificial neuron capable of processing data a billion times faster than biological neurons.
The innovation marks a quantum leap in artificial intelligence (AI), with implications for advanced computing, robotics, and real-time data analysis.
Led by Chaoran Huang, the team developed a laser neuron that achieves processing speeds of 10 GBaud, outperforming traditional photonic spiking neurons in speed and efficiency.
The neuron mimics the continuous signal processing of biological graded neurons, enabling ultrafast computations while consuming less energy.
This revolutionary neuron has been successfully tested in AI tasks such as pattern recognition and sequence prediction, achieving unprecedented precision and speed.
A reservoir computing system using the laser neuron identified arrhythmias with 98.4% accuracy, processing 100 million heartbeats per second.
Researchers aim to enhance the neuron’s speed and design a cascading network that mirrors the brain’s interconnected system of billions of neurons.
The breakthrough could usher in faster, smarter AI systems integrated into edge computing devices for real-world applications with lower energy consumption.
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