Analysis of uncertainty in different neural network structures using monte carlo dropout

Analysis of uncertainty in different neural network structures using monte carlo dropout

Показать другие версии (1)

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Библиографические подробности
Главные авторы:	Islam, Md. Farhadul, Zabeen, Sarah, Bin Rahman, Fardin, Islam, Md. Azharul, Bin Kibria, Fahmid
Другие авторы:	Rasel, Annajiat Alim
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2024
Предметы:	Deep learning Neural network Monte carlo dropout Uncertainty Neural network.
Online-ссылка:	http://hdl.handle.net/10361/22179

Схожие документы

Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
по: Islam, Md. Farhadul, и др.
Опубликовано: (2024)

Analysing neural network models for detecting panic attacks with uncertainty analysis
по: Tahmid, Ahnaf, и др.
Опубликовано: (2024)

Sequential Monte Carlo methods in practice /
Опубликовано: (2001)

Quantum Monte Carlo methods in condensed matter physics /
Опубликовано: (1998)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
по: Bhuiyan, Abir Ahammed, и др.
Опубликовано: (2024)

A fast tree based cluster labeling algorithm for Monte Carlo simultaitons
по: Kamal, Marzuk M., и др.
Опубликовано: (2010)

Efficient approach for reliability evaluation of distribution system considering momentary interruption
по: Ahmed, Tanjil, и др.
Опубликовано: (2021)

Beyond dropout: A study on BRAC Primary School
по: Khan, Ashrafuzzaman, и др.
Опубликовано: (2022)

Moral uncertainty /
по: MacAskill, William

How pandemic causes thousands of school dropouts
по: Jasim, Mir Mohammad
Опубликовано: (2022)

Why students dropout in the first six months of enrollment: a comprehensive study on the BRAC’s education programme
по: Khan, Md. Kaisar Ali, и др.
Опубликовано: (2019)

Semantic text extraction from CAPTCHA using Neural Networking
по: Chowdhury, Iftekhar Kabir, и др.
Опубликовано: (2022)

Exploring deep features: deeper fully convolutional neural network for image segmentation
по: Kamran, Sharif Amit, и др.
Опубликовано: (2017)

An introduction to neural networks /
по: Anderson, James A.
Опубликовано: (1995)

A note on reasons of dropout from BRAC's matlab village organizations
по: HASSAN, GAZI MAHMUD, и др.
Опубликовано: (2019)

Monte Carlo and Quasi-Monte Carlo Methods 2012
Опубликовано: (2013)

Modelling option prices using neural networks
по: Nasim, Ahmed Zohair, и др.
Опубликовано: (2020)

Pneumonia Disease detection using the convolutional neural network
по: Ashrafee, Md. Iftid, и др.
Опубликовано: (2024)

Fundamentals of neural networks : architectures, algorithms, and applications /
по: Fausett, Laurene V.
Опубликовано: (1994)

Finance with Monte Carlo
по: Shonkwiler
Опубликовано: (2013)

Neural networks : a comprehensive foundation /
по: Haykin, Simon S., 1931-
Опубликовано: (1999)

Tsunami source uncertainty estimation: the 2011 Japan tsunami
по: Dettmer, Jan, и др.
Опубликовано: (2016)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
по: Khilji, Ishfaque Qamar, и др.
Опубликовано: (2021)

Dropout rate in secondary level education in Bangladesh : a study of VAB schools /
Опубликовано: (2010)

An in depth analysis of neural network with application in finance
по: Tasnim, Noshin, и др.
Опубликовано: (2019)

Deep 3D convolutional neural network in early detection of Lung cancer
по: Hossain, Khandoker Jobayer, и др.
Опубликовано: (2019)

Detection of handwritten text using convolutional neural network
по: Jasim, Rabib Bin, и др.
Опубликовано: (2024)

Segmentation based Kidney Tumor Classification using Deep Neural Network
по: Mehedi, Md Humaion Kabir, и др.
Опубликовано: (2022)

Learning a deep neural network for predicting phishing website
по: Das, Robat, и др.
Опубликовано: (2019)

Visual speech recognition using artificial neural networking
по: Sharmili, Nowshin, и др.
Опубликовано: (2018)

Carlo Scarpa /
по: McCarter, Robert 1955
Опубликовано: (2013)

The Impact of Political Uncertainty on Asset Prices : The Case of the United Kingdom's EU Membership Referendum.
Опубликовано: (2021)

Bangla license plate recognition using convolutional neural networks (CNN)
по: Rahman, M M Shaifur
Опубликовано: (2018)

Fundamentals of artificial neural networks /
по: Hassoun, Mohamad H.
Опубликовано: (1995)

Fuzzy-neural control : principles, algorithms, and applications /
по: Nie, Junhong
Опубликовано: (1995)

Essentials of Monte Carlo Simulation
по: Thomopoulos
Опубликовано: (2013)

Crime scene prediction by detecting threatening objects using convolutional neural network
по: Nakib, Mohammad, и др.
Опубликовано: (2017)

Audio recognition using feed forward neural network optimized by principle component analysis
по: Momo, Nusrat Suzana, и др.
Опубликовано: (2017)

Connected hidden neurons (CHNNet): an artificial neural network for rapid convergence
по: Shahir, Rafiad Sadat, и др.
Опубликовано: (2024)

Carlo Scarpa : an architectural guide /
по: Los, Sergio, 1906-1978
Опубликовано: (1995)