4 papers
Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation
Tao Zhe, Huazhen Fang, Kunpeng Liu +3
Feature transformation enhances downstream task performance by generating informative features through mathematical feature crossing. Despite the advancements in deep learning, fea…
COVERT: Trojan Detection in COTS Hardware via Statistical Activation of Microarchitectural Events
Mahmudul Hasan, Sudipta Paria, Swarup Bhunia +1
Commercial Off-The-Shelf (COTS) hardware, such as microprocessors, are widely adopted in system design due to their ability to reduce development time and cost compared to custom s…
OpenLLM-RTL: Open Dataset and Benchmark for LLM-Aided Design RTL Generation
Shang Liu, Yao Lu, Wenji Fang +2
The automated generation of design RTL based on large language model (LLM) and natural language instructions has demonstrated great potential in agile circuit design. However, the…
Hardware Accelerators for Artificial Intelligence
S M Mojahidul Ahsan, Anurag Dhungel, Mrittika Chowdhury +2
In this chapter, we aim to explore an in-depth exploration of the specialized hardware accelerators designed to enhance Artificial Intelligence (AI) applications, focusing on their…