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Visar resultat 1 - 5 av 28 uppsatser som matchar ovanstående sökkriterier.

  1. 1. A General Purpose Near Data Processing Architecture Optimized for Data-intensive Applications

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Xingda Li; Haidi Hu; [2023]
    Nyckelord :Technology and Engineering;

    Sammanfattning : In recent years, as Internet of Things (IoT) and machine learning technologies have advanced, there has been increasing interest in the study of energy-efficient and flexible architectures for embedded systems. To bridge the performance gap between microprocessors and memory systems, Near-Data Processing (NDP) was introduced. LÄS MER

  3. 2. Minnestekniker bortom halvledare for inbyggda system

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Taseen Chowdhury; [2022]
    Nyckelord :MRAM; eMRAM; STT-MRAM; mikrokontroller; MTJ; spinntronik;

    Sammanfattning : Silicon manufacturers are experiencing shortages ofsemiconductors and the demand for cost-effective, power-efficientembedded memory solutions is increasing. For these issues, a newemerging memory technology called embedded magnetoresistiverandom access memory (eMRAM) and the development of thewrite mechanism called spin-transfer torque (STT-MRAM) havebeen proposed. LÄS MER

  4. 3. AXI-PACK : Near-memory Bus Packing for Bandwidth-Efficient Irregular Workloads

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Chi Zhang; [2022]
    Nyckelord :General propose processor; on-chip bus protocol; irregular memory access; ASIC digital circuit design.; Generellt förslag på processor; on-chip-bussprotokoll; oregelbunden minnesåtkomst; digital ASIC-kretsdesign.;

    Sammanfattning : General propose processor (GPP) are demanded high performance in dataintensive applications, such as deep learning, high performance computation (HPC), where algorithm kernels like GEMM (general matrix-matrix multiply) and SPMV (sparse matrix-vector multiply) kernels are intensively used. The performance of these data-intensive applications are bounded with memory bandwidth, which is limited by computing & memory access coupling and memory wall effect. LÄS MER

  5. 4. Configurable, scalable single-ended sense amplifier with additional auxiliary blocks for low-power two-port memories in advanced FinFET technologies

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Limitha Subbaiah Kumar Nangaru; [2022]
    Nyckelord :CMOS Complementary Metal Oxide Semiconductors ; DRC Design Rule Check ; Process Corners; FinFET Fin Field Effect Transistor ; IC Integrated Circuit ; LVS Layout Versus Schematic ; Monte Carlo; Nominal Voltage; PDK Process Design Kit ; Power Delay Product; Read Bit Line; Read Word Line; SoC System on Chip ; SRAM Static Random Access Memory ; Threshold Voltage; Technology and Engineering;

    Sammanfattning : System on Chip (SoC) designs contain a variety of Intellectual Property (IP) cores, including digital signal processing blocks, media and graphics processing units, as well as processing core units that employ multiple-port memories to enhance performance and bandwidth. These memories allow parallel read/write operations from the same memory blocks from different ports. LÄS MER

  7. 5. A Study on Efficient Memory Utilization in Machine Learning and Memory Intensive Systems

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Jones Emmanuel; [2021]
    Nyckelord :Memory; Machine Learning; Hardware accelerator; Power; PULPissimo; Technology and Engineering;

    Sammanfattning : As neural networks find more and more practical applications targeted for edge devices, the implementation of energy-efficient architectures is becoming very crucial. Despite the advancements in process technology, power and performance of memories remain to be a bottleneck for most computing platforms. LÄS MER