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3D stacking DRAM with PIM
The Memory-Driven Next-Generation AI Computing Architecture
【Core IC Design and Technology R&D】
ESMT’s aiPIM™ product is built upon forward-looking concepts in computer system architecture and semiconductor chip circuit design.
By leveraging advanced stacking technology, we integrate a dedicated AI computing logic layer (Base Die) with standard DRAM through a standard memory interface, enabling memory-centric AI computation.
This logic layer incorporates high-speed matrix and vector acceleration engines such as GEMV, allowing data to be processed rapidly within the memory and reducing unnecessary data movement.
With ESMT’s long-term research and development in computer hardware systems, aiPIM™ breaks through the traditional Von Neumann “memory wall” bottleneck and delivers significant improvements in energy efficiency and latency, especially for edge AI applications.
【Software Development and Data Processing Efficiency】
aiPIM™ is more than a hardware product—it is the design and development of computers and software resulting in a complete hardware-software co-design platform.
Our team is committed to researching computer software technologies and developing SDKs and drivers that tightly integrate with the hardware, ensuring seamless compatibility with mainstream SoC platforms.
In data-processing program development, we focus on reducing data movement, optimizing in-memory computation flows, and enhancing the efficiency of AI inference.
We further strengthen the co-design between system architecture and data-processing workflows.
In addition, we provide complete and precise technical documentation to help customers understand the architecture quickly, accelerate development, and shorten time-to-market.
【Professional Consulting and Partnership Services】
As a leader and pioneer in aiPIM™ product development and design, ESMT provides a wide range of semiconductor technical consulting and collaboration services.
Our technical team supports customers with semiconductor technology consulting, chip selection analysis, system architecture design, process integration guidance, and optimization of AI and in-memory computation workflows.
We also offer system-level optimization solutions tailored to customer requirements, including performance enhancement, power optimization, and memory-centric computation tuning.
Furthermore, ESMT serves as a strategic partner to co-develop new products with customers, leveraging the computational advantages of aiPIM™ product to create next-generation intelligent AI solutions.
Find the aiPIM™ solution that best fits your needs.
ESMT provides the following technical consulting and services related to memory products. We sincerely invite customers to contact us to provide the corresponding technical supports, services and best solutions.
• Design services of integrated circuits / semiconductor chips
Custom Memory and Semiconductor Architecture Design
We design customized memory and semiconductor architectures tailored to the needs of modern electronic systems. Our team collaborates closely with customers to develop efficient memory architectures, optimize performance, and ensure reliable data storage and seamless system integration and prepare technical documentation to support manufacturing, integration, and long-term maintenance of products.
• Integrated circuits/ semiconductor technology consultancy services
Memory and Semiconductor Technology Consulting
Our experienced engineers provide consulting on memory technologies, IC design methodologies, and system-level integration. We help clients evaluate design strategies, solve technical challenges, and identify optimal solutions for their memory projects.
• Providing research and development services of products
Research and Development of Memory Products
We assist customers in exploring and developing new products that utilize memory technology. From evaluating concepts and technical feasibility to collaborative development, we contribute engineering expertise throughout the R&D process to create innovative, high-performance memory solutions.
• Design services of computer program (Software, Firmware, and Controller Design)
To complement memory hardware, we provide software, firmware, and memory controller design services. Our engineers develop embedded software and supporting programs that ensure efficient communication between memory devices and broader electronic systems.
Please contact your local sales representative for the most suitable product specifications and technical support for your system design.
3D stacking DRAM with PIM
記憶體驅動的次世代AI運算架構
【晶片設計與技術研發核心】
晶豪科技（ESMT）的 aiPIM™產品，建立在對電腦體系結構與半導體晶片積體電路設計的前瞻性思考之上。
藉由採用先進堆叠技術，我們將專用 AI 運算邏輯層（Base Die）與標準 DRAM 以標準記憶體介面整合，使記憶體本身具備 AI 運算能力。
此運算邏輯層整合高速矩陣與向量運算引擎（GEMV），可在記憶體內快速處理資料，顯著減少資料搬移需求。
我們長期在電腦硬體系統與產品創新研發的投入，使 aiPIM™ 得以突破傳統馮紐曼架構的記憶體牆瓶頸，大幅提升能效與延遲表現，特別適用於邊緣 AI 應用。
【軟體開發與資料處理效能】
aiPIM™ 不僅是一項硬體產品，它是電腦和軟體的設計與開發，最終形成一個完整的軟硬體協同設計平台。
我們專注於電腦軟體技術研究與開發，並設計與硬體深度整合的 SDK、驅動程式，確保 aiPIM™ 能與主流 SoC 平台順暢串接。
在資料處理電腦程序開發上，我們著重於降低資料搬移、最佳化記憶體內的運算流程、提升 AI 推論效率，並強化電腦體系結構與資料流程的協同設計。
此外，我們提供完整且精準的技術文件，協助客戶快速理解架構、加速開發並縮短產品上市時間。
【專業顧問與合作服務】
作為 aiPIM™產品開發及設計的領導者與先驅，ESMT 提供多元的半導體專業諮詢與協作服務。
我們的技術團隊能提供半導體技術諮詢、晶片選型評估、系統架構設計、製程整合，以及 AI 與記憶體運算流程優化。
同時，我們亦能依據客戶應用需求提供系統級最佳化方案，如效能提升、功耗管理與記憶體運算架構調整。
ESMT 也能作為策略合作夥伴，與企業共同開發新產品，運用 aiPIM™ 產品具有的運算優勢打造次世代智慧 AI 解決方案。
晶豪科技提供記憶體產品領域下列相關技術諮詢及服務,竭誠邀請客戶與我們聯繫以提供客戶所需之技術支持服務以及最佳的解決方案:
•積體電路/半導體晶片設計服務
客製化記憶體和半導體架構設計
我們設計客製化的記憶體和半導體架構，以滿足現代電子系統的需求。我們的團隊與客戶緊密合作，開發高效的儲存架構，優化效能，確保可靠的資料儲存和無縫的系統整合並幫助客戶撰寫準備技術文件以支援記憶體產品的製造、整合和長期維護。
•積體電路/半導體技術諮詢顧問服務
記憶體和半導體技術諮詢
我們會由經驗豐富的工程師提供記憶體技術、積體電路設計方法和系統級整合的諮詢服務，幫助客戶評估設計策略、解決技術難題，並為客戶的記憶體產品專案找到最佳解決方案。
•提供產品研究和開發服務
記憶體產品研發
我們協助客戶探索和開發採用記憶體技術的新產品。從評估概念和技術可行性到協同開發，我們在整個研發過程中貢獻工程技術專長以打造創新、高效能的儲存解決方案。
•電腦程式設計服務(軟體、韌體和控制器設計)
我們提供軟體、韌體和記憶體控制器設計服務。我們的工程師開發嵌入式軟體和配套程序，以確保儲存設備與更廣泛的電子系統之間高效通訊。
請聯繫您當地的銷售人員，獲取最適合您系統設計的產品規格與技術支援。