Essays about: "8-bit"

Showing result 16 - 20 of 48 essays containing the word 8-bit.

1. 16. Gate Recurrent Unit Neural Networks for Hearing Instruments

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

   Author : Harshit Sharma; Pallavi Rajanna; [2020]
   Keywords : Keyword Spotting; GRU; Gated; Recurrent; Unint; RNN; Hearing Instruments; Hearing; Instruments.; Technology and Engineering;

   Abstract : Gated Recurrent Unit (GRU) neural networks have gained popularity for applications such as keyword spotting, speech recognition and other artificial intelligence applications. Typically for most applications training and inference is performed on cloud servers, and the result are transferred to the power constrained device, e.g. READ MORE

3. 17. Implementation of an 8-bit Dynamic Fixed-Point Convolutional Neural Network for Human Sign Language Recognition on a Xilinx FPGA Board

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

   Author : Ricardo Núñez-Prieto; [2019]
   Keywords : Artificial Intelligence; Computer Vision; Machine Learning; Convolutional Neural Networks; FPGA; Sign Language Recognition; Technology and Engineering;

   Abstract : The goal of this thesis work is to implement a convolutional neural network on an FPGA device with the capability of recognising human sign language. The set of gestures that the neural network can identify has been taken from the Swedish sign language, and it consists of the signs used for representing the letters of the Swedish alphabet (a.k.a. READ MORE

4. 18. Algorithm Design and Optimization of Convolutional Neural Networks Implemented on FPGAs

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

   Author : Zekun Du; [2019]
   Keywords : Image Classification; Convolutional Neural Network; Top-1 Error; FPGA; Hardware Simulation; Bild Klassificering; Konvolutionellt neuralt nätverk; Top-1 Error; FPGA; Maskinvaru Simulering;

   Abstract : Deep learning develops rapidly in recent years. It has been applied to many fields, which are the main areas of artificial intelligence. The combination of deep learning and embedded systems is a good direction in the technical field. READ MORE

5. 19. Understanding the fundamentals of CPU architecture : Bachelor project in Electrical engineering

   University essay from Uppsala universitet/Institutionen för teknikvetenskaper

   Author : Christian Al Kzair; Altin Januzi; Andreas Blom; [2018]
   Keywords : ;

   Abstract : Understanding how a computer or rather a CPU works can be a bit tricky and hard to understand. We live today in a society full of computers and there are many who do not understand how a CPU works. This project is aimed to understand how a CPU works and the architecture behind it. READ MORE

6. 20. Electromagnetic analysis of AES-256 on Xilinx Artix-7

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

   Author : Oskar Westman; [2018]
   Keywords : Electromagnetic side-channel attack; AES-256; Artix-7; FPGA; Differential analysis; Simple analysis.; Technology and Engineering;

   Abstract : In this project, an electromagnetic side-channel attack has been made by exploiting the information leakage from a field programmable gate array (FPGA) and an implemented advanced encryption standard with a 256-bit key (AES-256). The FPGA-board was a Nexys-4 from Digilent with Artix-7 FPGA. The attack was partially successful. READ MORE