4 papers · 1 filter
CASS-RTL: Correctness-Aware Subspace Steering for RTL Generation with LLMs
Mohammad Akyash, Nowfel Mashnoor, Kimia Azar +1
Recent advances in large language models (LLMs) have enabled the automatic synthesis (generation) of register-transfer level (RTL) code from natural language instructions, offering…
SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation
M Zafir Sadik Khan, Nowfel Mashnoor, Mohammad Akyash +2
In today's rapidly evolving field of electronic design automation (EDA), the complexity of hardware designs is increasing, necessitating more sophisticated automation solutions. Hi…
DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs
Mohammad Akyash, Kimia Azar, Hadi Kamali
As one of their many applications, large language models (LLMs) have recently shown promise in automating register transfer level (RTL) code generation. However, conventional LLM d…
RTL++: Graph-enhanced LLM for RTL Code Generation
Mohammad Akyash, Kimia Azar, Hadi Kamali
As hardware design complexity escalates, there is an urgent need for advanced automation in electronic design automation (EDA). Traditional register transfer level (RTL) design met…