Essays about: "Optimization in Network on Chip"

Showing result 1 - 5 of 7 essays containing the words Optimization in Network on Chip.

  1. 1. Ethernet DMA Datapath Performance Optimization for 5G Radios

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Saranya Balathandapani; Sunil Nanjiani; [2021]
    Keywords : DMA; Ethernet DMA; Technology and Engineering;

    Abstract : Direct Memory Access (DMA) is a feature of computer systems that allows hardware subsystems to access the main memory of the system independent of the Central Processing Unit (CPU). With the rise of big data transfers from/to different I/O devices, the use of DMA controllers has increased significantly. READ MORE

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

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

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

    Abstract : 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. READ MORE

  3. 3. Design and optimization of multi-port beam splitters on integrated photonic circuits

    University essay from Linköpings universitet/Informationskodning

    Author : Susmita Saha; [2021]
    Keywords : Multiport Beam Splitter;

    Abstract : Multiport beam splitter is a new research topic in quantum communication. To improve the security system, the dimension/capacity of quantum communication should increase. In this thesis, design, simulation and methodology of NXN multiport beam splitter on a photonic integrated circuit is explained. READ MORE

  4. 4. A Hardware Accelerated Low Power DSP for Recurrent Neural Networks

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Allan Andersen; Ilayda Yaman; [2020]
    Keywords : Digital Signal Processor; Hardware Accelerator; Machine Learning; Deep Learning; Recurrent Neural Networks; Gated Recurrent Unit; Technology and Engineering;

    Abstract : Recurrent neural networks (RNNs) have become a dominating player for processing of sequential data such as speech and audio. The reason for this, is the high accuracy that can be achieved with the more complex variants, such as the gated recurrent unit (GRU). READ MORE

  5. 5. A link-time optimization (LTO) approach in the EMCA program domain

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Khalil Saedi; [2013]
    Keywords : ;

    Abstract : Multi-core systems on chip with a high level of integration are used in high performance network devices and parallel computing systems. Ericsson is using its own multi-core system (EMCA) for various high performance mobile network systems. EMCA, like most embedded multiprocessor systems, is a memory constrained system. READ MORE