Essays about: "hyperdimensional computing"

Found 2 essays containing the words hyperdimensional computing.

  1. 1. Supervision : Object motion interpretation using hyperdimensional computing based on object detection run on the edge

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Albin Andersson Svensson; [2022]
    Keywords : Machine learning; Object detection; Motion Interpretation; Hyperdimensional Computing; Vector Symbolic Architecture;

    Abstract : This thesis demonstrates a technique for developing efficient applications interpreting spacial deep learning output using Hyper Dimensional Computing (HDC), also known as Vector Symbolic Architecture (VSA). As a part of the application demonstration, a novel preprocessing technique for motion using state machines and spacial semantic pointers will be explained. READ MORE

  3. 2. Energy-Efficient Detection of Atrial Fibrillation in the Context of Resource-Restrained Devices

    University essay from Luleå tekniska universitet/Datavetenskap

    Author : Mansour Kheffache; [2019]
    Keywords : IoT; machine learning; atrial fibrillation; ECG; energy-efficiency; hyperdimensional computing; stochastic computing; RVFL; edge computing;

    Abstract : eHealth is a recently emerging practice at the intersection between the ICT and healthcare fields where computing and communication technology is used to improve the traditional healthcare processes or create new opportunities to provide better health services, and eHealth can be considered under the umbrella of the Internet of Things. A common practice in eHealth is the use of machine learning for a computer-aided diagnosis, where an algorithm would be fed some biomedical signal to provide a diagnosis, in the same way a trained radiologist would do. READ MORE