Moving intentions from brains to machines

Publikation: Beitrag in FachzeitschriftÜbersichtsartikel (Review)BeigetragenBegutachtung

Beitragende

  • Christian Beste - , Klinik und Poliklinik für Kinder- und Jugendpsychiatrie, Deutsches Zentrum für Kinder- und Jugendgesundheit (DZKJ) - Standort Leipzig/Dresden (Autor:in)
  • Heleen A. Slagter - , Vrije Universiteit Amsterdam (VU) (Autor:in)
  • Christian Herff - , Maastricht University (Autor:in)
  • Yukiyasu Kamitani - , Kyoto University, Advanced Telecommunications Research Institute International (Autor:in)
  • Sabrina Coninx - , Vrije Universiteit Amsterdam (VU) (Autor:in)
  • Richard van Wezel - , Radboud University Nijmegen (Autor:in)
  • Christian Frings - , Universität Trier (Autor:in)

Abstract

Brain–computer interface (BCI) research has achieved remarkable technical progress but remains limited in scope, typically relying on motor and visual cortex signals in limited patient populations. We propose a paradigm shift in BCI design rooted in ideomotor theory, which conceptualizes voluntary action as driven by internally represented sensory outcomes. This underused framework offers a principled basis for next-generation BCIs that align closely with the brain’s natural intentional and action-planning architecture. We suggest a more intuitive, generalizable, and scalable path by reorienting BCIs around the ‘what for’ of action—user goals and anticipated effects. This shift is timely and feasible, enabled by advances in neural recording and artificial intelligence–based decoding of sensory representations. It may help resolve challenges of usability and generalizability in BCI design.

Details

OriginalspracheEnglisch
FachzeitschriftTrends in cognitive sciences
PublikationsstatusElektronische Veröffentlichung vor Drucklegung - 14 Jan. 2026
Peer-Review-StatusJa

Externe IDs

ORCID /0000-0002-2989-9561/work/204617249

Schlagworte

Schlagwörter

  • action, brain–computer interface, ideomotor theory, intentions, perception