Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory Computing

Information Science, Electronic Information, Computer Science, Artificial Intelligence,
large language models   mixture of experts   3D in-memory computing   energy efficiency   hardware acceleration  

Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory Computing Academic Background In recent years, large language models (LLMs) have demonstrated remarkable capabilities in natural language processing, text generation, and other fields. However, as the scale of these models continues to grow, the costs of trai...

Three-Dimensional Transistors with Two-Dimensional Semiconductors for Future CMOS Scaling

Chemistry, Nanoscience, Engineering, Electrical Engineering, Materials Science, Information Science, Semiconductors and Information Devices,
2D semiconductors   3D transistors   CMOS technology   quantum transport simulations   energy efficiency   nanoscale scaling   transition metal dichalcogenides  

Academic Paper Report: Three-Dimensional Transistors with Two-Dimensional Semiconductors for Future CMOS Scaling Introduction In recent years, as silicon-based complementary metal-oxide-semiconductor (CMOS) technology approaches its physical limits, the continued miniaturization and performance optimization of next-generation microelectronics face ...