Essays about: "thesis for VLSI"

Showing result 1 - 5 of 20 essays containing the words thesis for VLSI.

  1. 1. Exploiting Spatial Redundancy and Approximate Computing for Area Efficient Image Compression

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

    Author : Saurav Arjun; [2022]
    Keywords : Image Compression; VLSI; Spatial redundancy; DCT; Compression; System Verilog; Technology and Engineering;

    Abstract : Owing to the intensive computation involved in the Discrete Cosine Transform during image com- pression, the design of the efficient hardware architectures for fast computation of the transform has become imperative, especially for real-time applications. Although fast computation techniques have been able to minimise the hardware computation complexity to a certain limit, they could further extend the research to figure out the interesting approaches which can be implemented on applications where power, speed and area are crucial factors to determine the performance of the system. READ MORE

  3. 2. Mapping quantized convolutional layers on the SiLago platform

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

    Author : Yue Zhang; [2022]
    Keywords : SiLago; algorithm mapping; quantized neural networks; convolution; SiLago; algoritmkartläggning; kvantiserade neurala nätverk; faltning;

    Abstract : Convolutional neural networks (CNNs) have been utilized in various applications, such as image classification, computer vision, etc. With development, the complexity and computation of CNNs also increase, which requires more memory and resources when deployed on devices, especially embedded systems. READ MORE

  4. 3. Beyond 5G Baseband Processing on Epiphany Architecture

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Yash Sawant; [2021]
    Keywords : ;

    Abstract : Massive Multiple Input Multiple Output (mMIMO) is a key technology for wireless communications. The concept behind the technology is using a large number of antennas at the base station which servers multiple user equipment simultaneously. READ MORE

  5. 4. Suitability of Dynamic Latches for Sub-VT Operation

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

    Author : Sina Borhani; [2018]
    Keywords : Low power circuit; Dynamic Latches; Power consumption; Technology and Engineering;

    Abstract : Suitability of Dynamic Latches for Sub-VT Operation Sina Borhani [email protected]. READ MORE

  6. 5. ASIC implementation of LSTM neural network algorithm

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

    Author : Michail Paschou; [2018]
    Keywords : Neural networks; LSTM; Long Short Term Memory; ASIC; VLSI; Neural networks; LSTM; Long Short Term Memory; ASIC; VLSI;

    Abstract : LSTM neural networks have been used for speech recognition, image recognition and other artificial intelligence applications for many years. Most applications perform the LSTM algorithm and the required calculations on cloud computers. READ MORE