CCEN 715 Memory Centric Computing for Artificial Intelligent
This course focus on computer memory design and its impact on performance, energy, and cost. Students will explore the design of with traditional memory technologies such as SRAMs, DRAMs, Multi-ported RAMs, CAMs, and Flash memory, alongside emerging ones such as Resistive RAM (memristor). The course presents memory classes, hierarchy, and architectural principles, while addressing cutting-edge concepts in in-memory and near-memory computing architectures for popular AI algorithms.