Essays about: "mutation classification"

Showing result 1 - 5 of 8 essays containing the words mutation classification.

1. 1. EMONAS : Evolutionary Multi-objective Neuron Architecture Search of Deep Neural Network

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

   Author : Jiayi Feng; [2023]
   Keywords : DNN Deep Neural Network ; NAS Neural Architecture Search ; EA Evolutionary Algorithm ; Multi-Objective Optimization; Binary One Optimization; Embedded Systems; DNN Deep Neural Network ; NAS Neural Architecture Search ; EA Evolutionary Algorithm ; Multi-Objective Optimization; Binary One Optimization; Inbyggda system;

   Abstract : Customized Deep Neural Network (DNN) accelerators have been increasingly popular in various applications, from autonomous driving and natural language processing to healthcare and finance, etc. However, deploying them directly on embedded system peripherals within real-time operating systems (RTOS) is not easy due to the paradox of the complexity of DNNs and the simplicity of embedded system devices. READ MORE

3. 2. Influence of Automatically Constructed Non-Equivalent Mutants on Predictions of Metamorphic Relations

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

   Author : Johan Götborg; [2023]
   Keywords : Balances scorecard; Data augmentation; Machine learning; Metamorphic testing; MuJava; Mutation testing;

   Abstract : Behovet av tillförlitliga, motståndskraftiga, och beständiga system är uppenbart i vårt samhälle, som i ökande grad blir allt mer beroende av mjukvarulösningar. För att uppnå tillfredsställande nivåer av säkerhet och robusthet måste alla system kontinuerligt genomgå tester. READ MORE

4. 3. Segmentation and Prediction of Mutation Status of Malignant Melanoma Whole-slide Images using Deep Learning

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Elin Johansson; Fanny Månefjord; [2021]
   Keywords : deep learning; image analysis; malignant melanoma; tissue segmentation; mutation classification; Inception v3; Technology and Engineering;

   Abstract : Malignant melanoma is an aggressive type of skin cancer. Gene mutations can make the disease progress faster, but specialised treatment exists. Today, gene mutations are detected with DNA-analysis which is costly and time-consuming. READ MORE

5. 4. A study of Neural Circuitry in Microdeletion Syndrome

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

   Author : David Holmberg; [2020]
   Keywords : Signal Processing; Analytical Software; Large Data Set; Classification; Sorting; Neurotechnology; Technology and Engineering;

   Abstract : Abstract Introduction. The Brain is an amazingly complex piece of biological hardware, capable of massive information processing. It relies heavily on the delicate interactions between huge distributed networks to work properly. When these interactions are altered there can be any number of consequences. READ MORE

6. 5. ERA: Evolution of Residual Architectures

   University essay from Lunds universitet/Matematik LTH

   Author : Samuel Lundberg; [2020]
   Keywords : Neural Architecture Search; Automated Machine Learning; Black-box Optimization; Residual Networks; Convolutional Networks; Image Classification; Neuro-Evolutionary Computing; Technology and Engineering;

   Abstract : This thesis investigates how well a neural architecture search can find competitive image classifiers on the CIFAR-10 data set with limited computational resources. Most work done on architecture search either uses vast computational resources or narrow and strongly informed space of possible solutions. READ MORE