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Die Auswertung von Zeitreihen mit Hilfe von Data-Mining Verfahren ist häufig durch zeitvariante Änderungen der Zeitreihen erschwert. Zur Verbesserung der Ergebnisse bei solchen Datensätzen wird in der vorliegenden Arbeit die gezielte Ausnutzung von zeitlichen Informationen beim Entwurf und der Anwendung von Klassifikatoren für Zeitreihen vorgeschlagen. Durch die neuen Verfahren können die Klassifikatoren nicht nur bessere Ergebnisse erzielen, sondern sind auchrobuster gegenüber Störungen.

Klassifikation --- BCI --- Neuroprothetik --- Ganganalyse --- Biosignale

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Grotere game-development bedrijven hebben nood om op voorhand te weten of een nieuwe game kan aanslaan bij het grote publiek. Hiervoor is een leuke gameplay zeer belangrijk. Om nieuwe gameplay uit te testen worden prototypes gemaakt. Deze prototypes kunnen zeer snel gemaakt worden aangezien weinig tijd wordt besteed aan de grafische aspecten, foutafhandeling, speciale gevallen,.... Er wordt voor de prototypes gewerkt in Unity3D.Voor een aantal technologieën werd onderzocht of deze kunnen bijdragen tot een vernieuwende gameplay. Sommige van de onderzochte technologieën moesten eerst nog geïntegreerd worden in Unity3D. Wanneer een technologie of meerdere technologieën samen aanleiding gaven tot een mogelijke nieuwe gameplay, is hiermee een prototype gemaakt.Er zijn twee technologieën onderzocht waarmee 2D-animaties van Adobe Flash gebruikt kunnen worden in Unity3D, uniSWF en Rad Game Tools: Iggy. De twee technologieën zijn met elkaar vergeleken om te weten te komen welke de beste resultaten gaf. Dit is gebeurd door een aantal simpele animaties te gebruiken in Unity.Er zijn tests uitgevoerd om de nauwkeurigheid van de accelerometer en gyroscope van een smartphone te testen. Hiermee is getest of het mogelijk is om enkel met deze twee sensoren de positie en oriëntatie in een ruimte te volgen.Er is een racegame prototype gemaakt met drie onderzochte technologieën. Het laat de gebruiker toe om dynamisch racetracks te maken met behulp van GPS-coördinaten, opgenomen met een smartphone. De coördinaten worden gebruikt met de Road/Path Tool om een racetrack te genereren in Unity. Ook werd er multiplayer-functionaliteit toegevoegd, met behulp van een photonserver.Als laatste zijn de mogelijkheden van een device, dat hersengolven kan meten, getest. Hiervoor is een integratie in Unity gemaakt en de meetwaarden zijn gebruikt in een Unity-prototype. Larger game-development companies have the need to know in advance whether a new game can appeal to the general public. A fun gameplay is very important for this. Prototypes are made to test new gameplay. These prototypes can be created very quickly since little time is spent on the graphic aspects, error handling, special cases,.... The prototypes are created with Unity3D.A number of technologies were examined to check whether they could contribute to an innovative gameplay. Some of the investigated technologies had to be integrated into Unity3D. When a technology or multiple technologies together gave rise to a possible new gameplay, they were used in a prototype.Two technologies which allow the use of 2D-animations from Adobe Flash in Unity3D were examined, uniSWF and Rad Game Tools: Iggy. The two technologies were compared to find out which gave the best results. This was done by using a number of simple animations in Unity.Tests have been conducted to check the accuracy of the accelerometer and gyroscope of a smartphone. This was examined by determining whether it is possible to determine the movement and orientation of the smartphone in a space, using these two sensors.A racing game prototype has been made with three investigated technologies. It allows the user to dynamically create racetracks using GPS coördinates, recorded with a smartphone. The coördinates are used with the Road / Path Tool to generate a racetrack in Unity. Multiplayer-functionality was added as well, using a photonserver.Lastly, the capabilities of a device that can measure brain-waves, were tested. An integration for Unity has been made for this and the readings were used in a Unity-prototype.

Accelerometer. --- BCI. --- C# - C. --- GPS. --- Game prototyping. --- Gyroscope. --- Java - Java. --- JavaScript - JavaScript. --- Racegame. --- UniSWF. --- Unity3D.

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This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact

cognitive functions --- working memory --- BCI (Brain Computer Interface) --- EEG --- fNIRS (functional near infrared spectroscopy) --- Cognitive Processes

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Closed-loop neurophysiology has been accelerated by recent software and hardware developments and by the emergence of novel tools to control neuronal activity with spatial and temporal precision, in which stimuli are delivered in real time based on recordings or behavior. Real-time stimulation feedback enables a wide range of innovative studies of information processing and plasticity in neuronal networks. This Research Topic e-Book comprises 16 Original Research Articles, seven Methods Articles, and seven Reviews, Mini- Reviews, and Perspectives, all peer-reviewed and published in Frontiers in Neural Circuits. The contributions deal with closed loop neurophysiology experiments at a variety of levels of neural circuit complexity. Some include modeling and theoretical analyses. New enabling technologies and techniques are described. Novel work is presented from experiments in vitro, in vivo, and in humans, along with their clinical and technological implications for improving the human condition.

Neurophysiology. --- Neurophysiology --- methods. --- microelectrode array --- CMOS --- DBS --- Feedback --- Real-time --- BCI --- stimulation

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This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact

Science: general issues --- Neurosciences --- cognitive functions --- working memory --- BCI (Brain Computer Interface) --- EEG --- fNIRS (functional near infrared spectroscopy) --- Cognitive Processes --- cognitive functions --- working memory --- BCI (Brain Computer Interface) --- EEG --- fNIRS (functional near infrared spectroscopy) --- Cognitive Processes