Our research is centered on the development of a fully integrated, reprogrammable memristor chip. This chip includes a passive memristor crossbar array seamlessly integrated with all essential interface circuitry, digital buses, and a processor, creating a comprehensive neuromorphic hardware system-on-chip. 

The memristor array's exceptional high density and non-volatile characteristics enable the on-chip storage of entire Deep Neural Network (DNN) models. This effectively eliminates the inefficiencies associated with off-chip memory access, leading to the promise of significantly improved energy efficiency in DNN operations.