Essays about: "Real-Time Brain-Computer Interface"

Showing result 1 - 5 of 7 essays containing the words Real-Time Brain-Computer Interface.

  1. 1. Closed-Loop EEG BCI: VR and Electrical Stimulation to treat Neuropathic Pain

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Shreya Kohli; [2021]
    Keywords : ;

    Abstract : Chronic pain is a life-threatening disease affecting over 20% of theU.S. adult population as of 2016. It impacts the physical as well as emotional components of a human being significantly affecting a person’s quality of life. READ MORE

  3. 2. Implementation of a Simple Asynchronous Pipeline Framework (SAPF) for construction of real-time BCI systems

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Tom Andersen; [2021]
    Keywords : Technology and Engineering;

    Abstract : This thesis attempts to implement a library in pure Python for building real-time Brain-Computer Interface (BCI) systems. The library does this by employing nodes containing data transformation methods—filtering, classification, data acquisition, and more. These nodes are linked together to create pipelines of nodes in which data flows. READ MORE

  4. 3. NSGA-II DESIGN FOR FEATURE SELECTION IN EEG CLASSIFICATION RELATED TO MOTOR IMAGERY

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Robin Johansson; [2020]
    Keywords : ;

    Abstract : Feature selection is an important step regarding Electroencephalogram (EEG) classification, for a Brain-Computer Interface (BCI) systems, related to Motor Imagery (MI), due to large amount of features, and few samples. This makes the classification process computationally expensive, and limits the BCI systems real-time applicability. READ MORE

  5. 4. Development of an Intelligent Embedded Interface for Interpreting Biosignals Recorded by Novel Wearable Devices

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

    Author : Diego Argüello Ron; [2019]
    Keywords : ;

    Abstract : In recent years there has been a considerable development in the realm of sensing technologies, embedded systems, wireless communication technologies, nanotechnologies, and miniaturization has made it possible to create smart wearable systems that can record data from the human bodies and monitor our daily activities. Most expectations for the successful deployment of wearable devices and their tangible impact for the society is in healthcare. READ MORE

  6. 5. Novel Cluster-Based SVM to reduce classification error in noisy EEG data: towards real-time brain-robot interfaces

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Martin Johansson; [2018]
    Keywords : ;

    Abstract : To be able to control a robotic platform using signals form the human brain is something that has been considered science fiction for a long time. With the technology available today however, it has more or less become a reality. Electroencephalography or EEG for short is a widely used method for extracting signals form the brain. READ MORE