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#design-space-exploration News & Analysis

2 articles tagged with #design-space-exploration. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Jun 106/10
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Towards Autonomous Accelerator Design: FPGA Accelerator Generation with SECDA

Researchers have developed SECDA-DSE, a framework that integrates Large Language Models into FPGA accelerator design to automate hardware-software co-design exploration. The system successfully generated three different accelerator designs that were synthesized and executed on actual FPGA hardware, demonstrating LLM-guided design space exploration can reduce development time while capturing architecture-specific trade-offs.

AIBullisharXiv – CS AI · May 96/10
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LLM-Driven Design Space Exploration of FPGA-based Accelerators

Researchers present SECDA-DSE, an AI-driven framework that integrates Large Language Models into FPGA accelerator design to automate the complex process of hardware configuration optimization. The system combines structured design space exploration with LLM-powered reasoning and feedback loops, demonstrating practical feasibility through successful synthesis on a Zynq-7000 FPGA.