Welcome 

Hongyu's group focuses on exploring and developing neuromorphic computing and its applications. Our research involves several aspects, including AI hardware, novel brain-inspired learning algorithms, and their applications in robotics, autonomous systems, and medical devices.To advance these scientific fields, we dedicate our efforts to three main research directions: 

1. Neuromorphic robots with associative learning; 

2. Neuromorphic neuroprosthetics;

3. Neuromorphic chip design with memristors. 

We operate two research labs: Neuromorphic Robotics Lab and Neuromorphic Brain-Machine Interface Lab. For more information about our latest outcomes, please see publication and research. 

Neuromorphic Robotic Lab

The neuormorphic robotic lab aims to utilize neuromorphic computing on mobile robots to realize a self-learning, real-time, and energy-efficient system. Specifically, the sensory signals of the robotics, such as Lidar, camera, etc., will be encoded into spiking signals for regular tasks, e.g., perception, learning, decision-making, and navigation. 

Neuromorphic Brain-Machine Interface (BMI) Lab

Our neuromorphic Brain-Machine Interface (BMI) is developing high-power efficient and intelligent neural prostheses for studying associative memory and learning.