Essays about: "fully connected networks"

Showing result 6 - 10 of 54 essays containing the words fully connected networks.

  1. 6. Examining governance change in wetland restoration. Case: Linnunsuo, Finland

    University essay from Linköpings universitet/Institutionen för tema

    Author : Laura Maria Valkonen; [2023]
    Keywords : Co-management; governance change; Linnunsuo; resilience; restoration;

    Abstract : Collaborative governance approaches can advance resilience, equity and effectiveness in the restoration of degraded ecosystems. Often co-management arrangements are not static and should be understood as dynamic process between actors. Yet, management and governance dynamics in restoration are not fully understood. READ MORE

  3. 7. Fast Simulations of Radio Neutrino Detectors : Using Generative Adversarial Networks and Artificial Neural Networks

    University essay from Uppsala universitet/Högenergifysik

    Author : Anton Holmberg; [2022]
    Keywords : Askaryan emission; Radio detection of neutrinos; in-ice propagation; neutrino; Generative adversarial networks; GAN; WGAN; Neural networks; NN; surrogate model; IceCube; deep learning; generative model;

    Abstract : Neutrino astronomy is expanding into the ultra-high energy (>1017eV) frontier with the use of in-ice detection of Askaryan radio emission from neutrino-induced particle showers. There are already pilot arrays for validating the technology and the next few years will see the planning and construction of IceCube-Gen2, an upgrade to the current neutrino telescope IceCube. READ MORE

  4. 8. An investigation of Market-Based Development through the DANIDA Market Development Partnerships Programme

    University essay from Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Author : Sofie Østergaard Jensen; [2022]
    Keywords : Market-based development; Private sector development; Markets; DANIDA; Global South; Local inclusion; Partnership building; Local capacity; Social Sciences;

    Abstract : This thesis investigates the concept of market-based development through the DANIDA Market Development Partnerships programme (DMDP), a challenge fund by the Danish International Development Agency (DANIDA). Market-based development is an emerging development approach that introduces the market in development work in order to achieve business goals and development objectives simultaneously, which has gained influence in the last decades. READ MORE

  5. 9. Representation and Efficient Computation of Sparse Matrix for Neural Networks in Customized Hardware

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

    Author : Lihao Yan; [2022]
    Keywords : Convolutional neural networks; Sparse matrix representation; Model compression; Algorithm-hardware co-design; AlexNet; Konvolutionella neurala nätverk; Sparsam matrisrepresentation; Modellkomprimering; Algoritm-hårdvarusamdesign; AlexNet;

    Abstract : Deep Neural Networks are widely applied to various kinds of fields nowadays. However, hundreds of thousands of neurons in each layer result in intensive memory storage requirement and a massive number of operations, making it difficult to employ deep neural networks on mobile devices where the hardware resources are limited. READ MORE

  6. 10. Building and Training a Fully Connected Deep Neural Network From Scratch

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

    Author : Axel Berglund; [2022]
    Keywords : Deep Neural Network; Machine Learning; Gradient Decent; MNIST.;

    Abstract : Artificial Neural Networks make up the core of mostMachine Learning algorithms. In the past decade Machine learninghave successfully taken on fields such as image recognition,Data analytics and medical technologies. READ MORE