Essays about: "hardware accelerator"

Showing result 6 - 10 of 63 essays containing the words hardware accelerator.

  1. 6. Low Power Hardware Accelerator For Gated Recurrent Unit

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

    Author : Malavika Balakumar; [2022]
    Keywords : ;

    Abstract : Neural Networks are a subset of Machine Learning which are designed to recognize patterns. Recurrent Neural Networks are an important part of AI (Artificial Intelligence) which allows for short term as well as long term dependencies to be captured. READ MORE

  3. 7. Predictive Deceleration Control

    University essay from KTH/Väg- och spårfordon samt konceptuell fordonsdesign

    Author : Felix Collin; [2022]
    Keywords : Predictive control; Map information; Feedforward control; Deceleration control; Prediktiv reglering; Information från kartor; Framkopplingsreglering; Retardationsreglering;

    Abstract : For vehicles equipped with electric motors there exist a possibility to recuperate energy during deceleration. This master’s thesis presents a driver support function, a Predictive Deceleration Control (PDC), that warns the driver when to release the accelerator pedal. READ MORE

  4. 8. Optimising the present and designing the future: a novel SPS injection system

    University essay from Uppsala universitet/FREIA

    Author : Elias Waagaard; [2022]
    Keywords : Numerical optimisation; injection; Super Proton Synchrotron; neural networks;

    Abstract : The Super Proton Synchrotron (SPS) injection system plays a fundamental role to preserve the quality of injected high-brightness beams for the Large Hadron Collider (LHC) physics program and to maintain the maximum storable intensity. The present system is the result of years of upgrades and patches of a system not conceived for such intensities and beam qualities. READ MORE

  5. 9. Designing a New SPS Injection System With Numerical Optimisation

    University essay from Uppsala universitet/Institutionen för fysik och astronomi

    Author : Elias Waagaard; [2022]
    Keywords : Hierarchical optimisation; injection system; kicker magnet; septa; genetic algorithms;

    Abstract : The Super Proton Synchrotron (SPS) injection system plays a fundamental role to preserve the quality of injected high-brightness beams for the LHC physics program and to maintain the maximum storable intensity. The present set-up is the result of years of upgrades and patches of a system that was not conceived for such intensities and beam qualities. READ MORE

  6. 10. Investigation of dynamic control ML algorithms on existing and future Arm microNPU systems

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

    Author : Joel Åhlund; David Cordesius; [2021]
    Keywords : Dynamic control; NPU; MTCNN; Machine learning; Neural networks; Technology and Engineering;

    Abstract : In this thesis, dynamically controlled machine learning algorithms running on state of the art Arm microNPUs, with an attached Cortex-M CPU, were investigated. The machine learning framework used was Tensorflow and different subsets of it, such as Tensorflow Lite micro. READ MORE