Essays about: "neural engineering framework"

Showing result 1 - 5 of 11 essays containing the words neural engineering framework.

  1. 1. Trainable Region of Interest Prediction: Hard Attention Framework for Hardware-Efficient Event-Based Computer Vision Neural Networks on Neuromorphic Processors

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

    Author : Cina Arjmand; [2023]
    Keywords : Artifical Intelligence; Machine Learning; Neuromorphic Engineering; Computer Vision; Technology and Engineering;

    Abstract : Neuromorphic processors are a promising new type of hardware for optimizing neural network computation using biologically-inspired principles. They can effectively leverage information sparsity such as in images from event-based cameras, and are well-adapted to processing event-based data in an energy-efficient fashion. READ MORE

  3. 2. Cell Tower Localization using crowdsourced measurments

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

    Author : Carlos Escandón Álvarez; [2023]
    Keywords : Cell Tower Geolocation; Crowdsourced Measurements; Positioning; Machine Learning; Neural Networks;

    Abstract : This thesis explores the application of a neural network approach to cell tower localization using crowdsourced measurements. The deployment of cell tower infrastructure has been increasing exponentially in recent times as it is a crucial element of mobile communications. READ MORE

  4. 3. Development of a framework for the design of expanded metal facades : Using artificial intelligence to streamline pre-production work

    University essay from Linköpings universitet/Produktrealisering

    Author : Linnéa Larsson; Moa Ståhlbrand; [2022]
    Keywords : Artificial Intelligence; AI; Template Matching; Machine Learning; Neural Networks; Expanded Metal; Design Automation; Product Development;

    Abstract : The field of design automation aims to automate repetitive tasks in a workflow in order to free up time for more productive work. In this thesis, design automation with the help of AI techniques is investigated to streamline the pre-production work of expanded metal facades. READ MORE

  5. 4. Machine learning framework for maxillofacial preoperative planning

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Jakob Botvidsson; [2022]
    Keywords : Machine learning; AI; CNN; U-net; Technology and Engineering;

    Abstract : Artificial intelligence in biomedical image processing is approaching human performance at object localization while saving immense amounts of time for the physicians. These AI algorithms have the potential to automatically segment anatomical structures for preoperative planning. However, there are currently no tools such tools on the market. READ MORE

  6. 5. 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