Brain-inspired memristive system for advanced artificial intelligence

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Grant Data
Project Title
Brain-inspired memristive system for advanced artificial intelligence
Principal Investigator
Professor Li, Can   (Principal Investigator (PI))
Duration
60
Start Date
2024-01-01
Amount
5000000
Conference Title
Brain-inspired memristive system for advanced artificial intelligence
Keywords
neuromorphic computing, nenoelectronics, non-volatile moemory devices
Discipline
Artificial Intelligence and Machine learning
HKU Project Code
23102360
Grant Type
Croucher Tak Wah Mak Innovation Award 2023
Funding Year
2023
Status
On-going
Objectives
To develop algorithm-hardware co-optimization schemes for brain-inspired memristive circuits that are more efficient and reliable.To explore novel algorithms for the brain-inspired hardware that more closely resemble biological systems for advanced AI.To develop full analog signal hardware neural network for high energy efficiency and low latency.To build a tangible single-chip brain-inspired memristor circuit with integrated sensors, memory, and logic.