Brain-Artificial Intelligence Interface (BAIs)

Beschreibung

Abstract
The introduction of machine learning into the field of BCI, which began almost two decades ago, enabled unprecedented performance. Today, machine learning algorithms have become an indispensable component of a BCI. Machine learning, however, has undergone a radical transformation in the past two decades, resulting in artificial intelligence (AI) systems that surpass human performance in many real-world tasks. I argue that it is time for the BCI community to embrace these developments and build Brain-AI Interfaces (BAIs), i.e., systems that leverage the power of modern AI systems to enable natural human-computer interaction. In particular, I argue that to realize BAIs we will have to move beyond our dominant decoding paradigm, in which we determine a priori the labels we intend to decode from neural signals, and let the AI system decide the level of granularity at which cognitive processes are represented in neural signals.

Zeitraum	18 Sept. 2019
Ereignistitel	8th Graz Brain-Computer Interface Conference 2019
Veranstaltungstyp	Konferenz
Ort	Graz, ÖsterreichAuf Karte anzeigen
Bekanntheitsgrad	International