Sökning: "Roll gradient"

Visar resultat 1 - 5 av 27 uppsatser innehållade orden Roll gradient.

1. 1. On Linear Mode Connectivity up to Permutation of Hidden Neurons in Neural Network : When does Weight Averaging work?

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Adhithyan Kalaivanan; [2023]
   Nyckelord :Mode Connectivity; Representation Learning; Loss Landscape; Network Symmetry; Lägesanslutning; representationsinlärning; förlustlandskap; nätverkssymmetri;

   Sammanfattning : Neural networks trained using gradient-based optimization methods exhibit a surprising phenomenon known as mode connectivity, where two independently trained network weights are not isolated low loss minima in the parameter space. Instead, they can be connected by simple curves along which the loss remains low. LÄS MER

3. 2. Non-canonical amino acid incorporation as a strategy for labeling membrane bound Na+/K+-ATPase for fluorescence microscopy imaging

   Master-uppsats, KTH/Proteinvetenskap

   Författare :Adam Johansson Holopainen; [2023]
   Nyckelord :ncAAs; fluorescence microscopy; amber suppression; nonsense suppression; Na K -ATPase; protein labeling; click chemistry; genetic code expansion; onaturliga aminosyror; fluorescensmikroskopi; Na K -ATPas; proteinmärkning; klickkemi; genetisk kodexpansion;

   Sammanfattning : Natrium-kaliumpumpen spelar en väsentlig roll i en rad fysiologiska funktioner då den upprätthåller den elektrokemiska gradienten över cellmembranet. Ytterligare så är störningar i dess funktion associerade med flera neurologiska sjukdomar. LÄS MER

4. 3. GONet: Gradient Oriented Fuzzing for Stateful Network Protocol : Improving and Evaluating Fuzzing Efficiency of Stateful Protocol by Mutating Based on Gradient Information

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Quanyu Tao; [2023]
   Nyckelord :Fuzzing; Stateful Protocol; Gradient Oriented; Neural Network;

   Sammanfattning : Network protocol plays a crucial role in supporting a wide range of critical services, of which robustness and reliability are vital. Fuzzing, or fuzz testing, serves as an effective technique to uncover vulnerabilities in software programs. However, fuzzing becomes more complicated when dealing with network protocols due to their massive state. LÄS MER

5. 4. Scenario Generation for Stress Testing Using Generative Adversarial Networks : Deep Learning Approach to Generate Extreme but Plausible Scenarios

   Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för matematik och matematisk statistik

   Författare :Jonas Gustafsson; Conrad Jonsson; [2023]
   Nyckelord :Machine Learning; Generative Adversarial Network GAN ; Wasserstein Generative Adversarial Network WGAN ; Scenario Generation; Stress Testing; Central Counterparty Clearing;

   Sammanfattning : Central Clearing Counterparties play a crucial role in financial markets, requiring robust risk management practices to ensure operational stability. A growing emphasis on risk analysis and stress testing from regulators has led to the need for sophisticated tools that can model extreme but plausible market scenarios. LÄS MER

7. 5. Fältstudie om kalciums betydelse för potatisens skalkvalitet och lagringsförmåga

   Uppsats för yrkesexamina på avancerad nivå, SLU/Dept. of Soil and Environment

   Författare :Maria Weigl; [2022]
   Nyckelord :potatiskvalitet; skalfinish; kalcium; odling; mangan; zink; potatis;

   Sammanfattning : Peel quality of the potato tuber is becoming increasingly important in potato cultivation. Consumers primarily demand potatoes that have an even, smooth, and fine peel. Tubers that have different types of scabs or other stains are rejected. In addition, farmers get paid more at higher peel quality. LÄS MER