系统级集成设计
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从EDA For AI,到EDA+AI,重构智能设计的未来
半导体芯闻· 2025-12-01 10:29
Core Insights - The article discusses the transformative impact of AI on the semiconductor and EDA (Electronic Design Automation) industries, highlighting a shift from chip-centric designs to system-level integration [1][2][3] Group 1: AI and EDA Evolution - The AI-driven era is characterized by a transition from perception AI to physical AI, necessitating a significant increase in computational power and innovative design paradigms [1] - The focus has shifted from individual chips to integrated systems, where multiple GPUs, CPUs, and memory units work together as a "super computing unit" [2] - The stagnation of Moore's Law and Dennard scaling has led to a need for collaborative innovation across various dimensions, including computation, interconnect, storage, and packaging [3] Group 2: EDA Industry Response - Major EDA companies are accelerating their transformation through acquisitions, such as Synopsys acquiring Ansys and Cadence acquiring BETA CAE Systems, to create a complete design chain from chip to system [4] - The domestic EDA company, Xpeedic, is positioning itself as a pioneer in the "chip-system" transformation, launching its "EDA For AI" strategy in 2025 [4][5] - Xpeedic has developed three core platforms aimed at supporting AI hardware design, addressing challenges in power, storage, and cooling [5] Group 3: AI Integration in EDA - AI is revolutionizing the EDA industry by optimizing design processes and enhancing productivity, allowing engineers to focus on innovation rather than repetitive tasks [7][8] - Xpeedic's "EDA+AI" initiative aims to leverage AI to improve design efficiency and accuracy, transitioning from rule-driven to data-driven design methodologies [7][9] - The integration of AI into EDA tools enables rapid exploration of design variables, facilitating the design of heterogeneous integrated systems [8] Group 4: Future of AI and EDA - The emergence of Physical AI presents new challenges for designers, requiring system-level collaboration and real-time decision-making [10] - Xpeedic anticipates that the market potential of Physical AI will provide a larger platform for its multi-physical simulation engine technology [10][11] - The article concludes that the future of AI in EDA will be shaped by a continuous feedback loop, where AI-driven technologies will further enhance AI capabilities [11]