Largest High-Quality Verilog Dataset for LLM Fine-Tuning (Univ. of Florida)


A new technical paper titled "VerilogDB: The Largest, Highest-Quality Dataset with a Preprocessing Framework for LLM-based RTL Generation" was published by researchers at the University of Florida. Abstract "Large Language Models (LLMs) are gaining popularity for hardware design automation, particularly through Register Transfer Level (RTL) code generation. In this work, we examine the curr... » read more

CNN Hardware Architecture With Weights Generator Module That Alleviates Impact Of The Memory Wall


A technical paper titled “Mitigating Memory Wall Effects in CNN Engines with On-the-Fly Weights Generation” was published by researchers at Samsung AI Center and University of Cambridge. Abstract: "The unprecedented accuracy of convolutional neural networks (CNNs) across a broad range of AI tasks has led to their widespread deployment in mobile and embedded settings. In a pursuit for high... » read more