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การระบุสภาวะความเครียดของพืชในระยะเริ่มต้นโดยใช้การเรียนรู้เชิงลึกที่พัฒนาบน FPGA
2023เพื่อการเพิ่มผลผลิตของพืชในอนาคต การระบุสภาวะความเครียดของพืชถือว่าเป็นงานหนึ่งที่มีสำคัญในการเก็บคุณลักษณะของพืชเพื่อใช้ในพัฒนาสายพันธุ์ ในงานวิจัยนี้ ผู้วิจัยได้ใช้แบบจำลอง CNN และแบบจำลอง CNN+LSTM ในการตรวจหาสภาวะเครียดของพืชในระยะเริ่มต้น ( Early stress detection ) เนื่องจากการขาดสารอาหาร ชุดข้อมูลที่ใช้ในงานวิจัยประกอบด้วยรูปภาพมากกว่า 40,000 ...
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2010
Field Programmable Gate Array (FPGA) offer an excellent platform for embedded DSP systems when real-time processing beyond that which multiprocessor platforms can achieve is required, and volumes are too small to justify the costs of developing a custom chip. This niche role is due to the ability of FPGA to host custom computing architectures, tailored
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Field Programmable Gate Array (FPGA) offer an excellent platform for embedded DSP systems when real-time processing beyond that which multiprocessor platforms can achieve is required, and volumes are too small to justify the costs of developing a custom chip. This niche role is due to the ability of FPGA to host custom computing architectures, tailored
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2020
The authors consider the checkability issues of FPGA designs and analyze the logical (structural and structurally functional) checkability. The paper describes the features of safety-related systems that can operate in normal and emergency mode. In these modes different input data are fed to the inputs of the digital circuits of the components, which ...
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The authors consider the checkability issues of FPGA designs and analyze the logical (structural and structurally functional) checkability. The paper describes the features of safety-related systems that can operate in normal and emergency mode. In these modes different input data are fed to the inputs of the digital circuits of the components, which ...
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2019
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FPGA-CC: Confidential Containers for Virtualized FPGAs
2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD)Ke Xia, Sheng Wei
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