• Our team is broadening the application of our developed devices as computing units. Furthermore, emerging device-based domain-specific architectures (DSA) can be utilized as accelerators or processers for various applications where artificial intelligence is needed.

 

Our team is focusing on how to accurately implement artificial intelligence inference and learning with low energy consumption using a neuromorphic computing system based on emerging devices. Another focus of our team is how to use applications that can be efficient by utilizing our devices about images, sequence data, security, medical diagnosis and etc. Several parameters, such as accuracy, heat dissipation, and power consumption, are being analyzed by both simulation and experiment for certain applications.