Spiking Neural Networks

Intelligent Major | On-Chip Deep Learning Brain-Like Visual Processing Chip

by
Intelligent Major | On-Chip Deep Learning Brain-Like Visual Processing Chip

Column Guide INTRODUCTION From September 4 to 6, 2023, the China International Intelligent Industry Expo (referred to as the “2023 Intelligent Expo”) was successfully held in Chongqing. Chongqing University, as the representative of higher education in the regional cooperation exhibition area, showcased 58 technological achievements in the largest exhibition hall of the university, covering multiple … Read more

New Breakthrough in Embedded AI: How the Replay4NCL Engine Overcomes the Challenges of Continuous Learning?

by
New Breakthrough in Embedded AI: How the Replay4NCL Engine Overcomes the Challenges of Continuous Learning?

New Breakthrough in Embedded AI: How the Replay4NCL Engine Overcomes the Challenges of Continuous Learning? -Click the blue text to follow us- Introduction In the era of booming artificial intelligence, embedded AI systems are gradually becoming the “smart brains” of various intelligent devices, from mobile robots navigating complex environments to drones soaring in the sky, … Read more

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

by
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

by
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