Mixed-signal integrated circuits for neuromorphic computing

• Main Author: Yu, Quanhan
• Other Authors: Kim Tae Hyoung
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Engineering; Neuromorphic computing; RRAM; SAR ADC
• Online Access: https://hdl.handle.net/10356/182693
• Institution: Nanyang Technological University

In neuromorphic computing, the traditional von Neumann architecture faces efficiency bottlenecks due to the frequent data transfers between memory and processors. This limitation has provided an opportunity for the development of IMC architectures. RRAM, as a mature non-volatile memory device, is wi...