Sökning: "kth csc"

Visar resultat 1 - 5 av 1333 uppsatser innehållade orden kth csc.

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

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

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

    Sammanfattning : 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. LÄS MER

  3. 2. Life Cycle Assessment of a 3D printer : A comparative and attributional life cycle assessment of 3D printer

    Master-uppsats, KTH/Hållbar utveckling, miljövetenskap och teknik

    Författare :Rishi Akash Chinnakonda Senthil; [2022]
    Nyckelord :3D printer; LCA; impact categories;

    Sammanfattning : Three-dimensional (3D) bio printing offers a wide range of applications, including the placement, design, and patterning of biological components such as living cells, nucleic acids, tissues, and many more. Bioprinting has seen great growth and breakthroughs in recent years, particularly in 3D printing. LÄS MER

  4. 3. Study of neural correlates of attention in mice with spectro-spatio-temporal approaches

    Uppsats för yrkesexamina på avancerad nivå, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :Cantin Ortiz; [2018]
    Nyckelord :gamma; bursts; neuroscience; attention; mice; LFP; gamma bursts; local field potential; phase randomization; cognition; cognitive process; modulation; spike; neuron; prefrontal cortex; PFC; pre-frontal; tetrode; filtering; Hilbert transform; recordings; oscillation; gamma band;

    Sammanfattning : While signatures of attention can be observed in widespread areas within and outside of cortex, the control of attention is thought to be regulated by higher cognitive brain areas, such as the prefrontal cortex. In their recent study on mice Kim et al. LÄS MER

  5. 4. Safe Navigation of a Tele-operated Unmanned Aerial Vehicle

    Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :Daniel Duberg; [2018]
    Nyckelord :unmanned aerial vehicle; safe navigation; tele-operated; robotics; drones; UAV; indoor; collision avoidance; human-UAV interface; interface; human-robot interface; computer science;

    Sammanfattning : Unmanned Aerial Vehicles (UAVs) can navigate in indoor environments and through environments that are hazardous or hard to reach for humans. This makes them suitable for use in search and rescue missions and by emergency response and law enforcement to increase situational awareness. LÄS MER

  7. 5. Feature Analysis in Online Signature Verification on Digital Whiteboard : An analysis on the performance of handwritten signature authentication using local and global features with Hidden Markov models

    Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :Simon Olander Sahlén; [2018]
    Nyckelord :signature; machine learning; hmm; online; verification; hidden markov model; whiteboard; wall; wallrite; hand written; written;

    Sammanfattning : The usage of signatures for authentication is widely accepted, and remains one of the most familiar biometric in our society. Efforts to digitalise and automate the verification of these signatures are hot topics in the field of Machine Learning, and a plethora of different tools and methods have been developed and adapted for this purpose. LÄS MER