Essays about: "thesis in computer network"

Showing result 26 - 30 of 470 essays containing the words thesis in computer network.

1. 26. A Comparison of CNN and Transformer in Continual Learning

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

   Author : Jingwen Fu; [2023]
   Keywords : Convolutional Neural Network; Transformer; Continual Learning; Image Classification; Faltade Neurala Nätverk; Transformator; Kontinuerligt Lärande; Bildklassificering;

   Abstract : Within the realm of computer vision tasks, Convolutional Neural Networks (CNN) and Transformers represent two predominant methodologies, often subject to extensive comparative analyses elucidating their respective merits and demerits. This thesis embarks on an exploration of these two models within the framework of continual learning, with a specific focus on their propensities for resisting catastrophic forgetting. READ MORE

3. 27. Consensus Algorithms in Blockchain : A survey to create decision trees for blockchain applications

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

   Author : Xinlin Zhu; [2023]
   Keywords : Blockchain; Cryptocurrency; Consensus Algorithms; Proof of Work; Proof of Stake; Hybrid Consensus; Decision Tree; Blockchain; Kryptovaluta; Consensus Algoritms; Proof of Work; Proof of Stake; Hybrid Consensus; Decision Tree;

   Abstract : Blockchain is a decentralized database that is distributed among a computer network. To enable a smooth decision making process without any authority, different blockchain applications use their own consensus algorithms. The problem is that for a new blockchain application, there is limited aid in deciding which algorithm it should implement. READ MORE

4. 28. Optimizing Consensus Protocols with Machine Learning Models : A cache-based approach

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

   Author : Kun Wu; [2023]
   Keywords : Distributed Systems; Consensus Algorithms; Machine Learning; Caching; Distribuerade system; Konsensusalgoritmer; Maskininlärning; Cachning;

   Abstract : Distributed systems offer a reliable and scalable solution for tackling massive and complex tasks that cannot be handled by a single computer. However, standard consensus protocols used in such systems often replicate data without considering the workload, leading to unnecessary retransmissions. READ MORE

5. 29. Fog detection using an artificial neural network

   University essay from Lunds universitet/Matematisk statistik

   Author : Quanwei Li; Tiancheng Ma; [2023]
   Keywords : Machine Learning; Deep Learning; Image Analysis; Computer Vision; Mathematics and Statistics;

   Abstract : This project studies a method of image-based fog detection directly from a camera without using the transmissometer. Fog can be detected using transmissometers which could be a very costly approach. This thesis presents an image-based approach for fog detection using Artificial Neural networks. READ MORE

6. 30. Noise Robustness of CNN and SNN for EEG Motor imagery classification

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

   Author : Merlin Sewina; [2023]
   Keywords : Machine Learning; Spiking Neural Networks; Convolutional Neural Networks; EEG;

   Abstract : As an able-bodied human, understanding what someone says during a phone call with a lot of background noise is usually a task that is quite easy for us as we are aware of what the information is we want to hear, e.g. the voice of the person we are talking to, and the information that is noise, e.g. READ MORE