Essays about: "nätverk på chip"

Showing result 1 - 5 of 21 essays containing the words nätverk på chip.

1. 1. Low-power Implementation of Neural Network Extension for RISC-V CPU

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Dario Lo Presti Costantino; [2023]
   Keywords : Artificial intelligence; Deep learning; Neural networks; Edge computing; Convolutional neural networks; Low-power electronics; RISC-V; AI accelerators; Parallel processing; Artificiell intelligens; Deep learning; Neurala nätverk; Edge computing; konvolutionella neurala nätverk; Lågeffektelektronik; RISC-V; AI-acceleratorer; Parallell bearbetning;

   Abstract : Deep Learning and Neural Networks have been studied and developed for many years as of today, but there is still a great need of research on this field, because the industry needs are rapidly changing. The new challenge in this field is called edge inference and it is the deployment of Deep Learning on small, simple and cheap devices, such as low-power microcontrollers. READ MORE

3. 2. The Global Interconnection Scheme of Silago : RTL Design and Verification

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tong Lou; [2023]
   Keywords : Silago; global interconnection; synchronous dataflow; network on chip; Silago; global sammankoppling; synkront dataflöde; nätverk på chip;

   Abstract : The Silago concept introduces a hardware-centric platform that is based on coarse-grained reconfigurable fabrics and networks on chips(NoCs). With the intra-region and inter-region NoC, the Silago platform can form resource clusters to host various applications. READ MORE

4. 3. Mapping DNNs onto the NoC Platform

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Hanbo Xu; [2022]
   Keywords : ;

   Abstract : This thesis uses an existing NoC simulation platform to construct a Network on Chip-based many-core system. The network is an 8_8 mesh topology. This thesis chooses LeNet5, ResNet, VGGNet, and AlexNet as the computing load, and tries to obtain a deep neural network mapping algorithm based on a NoC design method that can be widely used. READ MORE

5. 4. Acoarse grain reconfigurable memory architecture for linear algebra and deep neural networks

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Cyril Armand Koenig; [2022]
   Keywords : ;

   Abstract : Companies and institutions around the world have been working to develop machines with always more computing power. This race has now found its new objective: hexascale computing (with 1018 flops machines). READ MORE

6. 5. Online System for OrienteeringResults : A portable solution for collecting, processing andtransmitting orienteering results in real-time

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Mattias Kallhauge; Kjell Turesson; [2022]
   Keywords : Mechatronics; Orienteering; Raspberry Pi; Mobile Network; Mekatronik; Orientering; Raspberry Pi; Mobilt nätverk;

   Abstract : Today orienteering competitions use digital sensors to collect the punches from each runner. This is done by a chip that the runner carries and punches at each control where a sensor is placed. This data is then collected and processed by a computer program to calculate the results. READ MORE