Publications by Anton Nijholt | EPFL Graph Search

Workshops of the seventh international brain-computer interface meeting: not getting lost in translation

Ricardo Andres Chavarriaga Lozano, Kyuhwa Lee, Anton Nijholt

The Seventh International Brain-Computer Interface (BCI) Meeting was held May 21-25th, 2018 at the Asilomar Conference Grounds, Pacific Grove, California, United States. The interactive nature of this conference was embodied by 25 workshops covering topics ...

TAYLOR & FRANCIS LTD2019

Workshops of the Sixth International Brain–Computer Interface Meeting: brain–computer interfaces past, present, and future

Ricardo Andres Chavarriaga Lozano, Inaki Asier Iturrate Gil, Anton Nijholt

Brain–computer interfaces (BCI) (also referred to as brain–machine interfaces; BMI) are, by definition, an interface between the human brain and a technological application. Brain activity for interpretation by the BCI can be acquired with either invasive ...

2017

BNCI Horizon 2020: towards a roadmap for the BCI community

José del Rocio Millán Ruiz, Anton Nijholt

The brain-computer interface (BCI) field has grown dramatically over the past few years, but there are still no coordinated efforts to ensure efficient communication and collaboration among key stakeholders. The European Commission (EC) has recently renewe ...

2015

DEAP: a database for emotion analysis using physiological signals

Touradj Ebrahimi, Jong Seok Lee, Ashkan Yazdani, Anton Nijholt, Thierry Pun

We present a multimodal dataset for the analysis of human affective states. The electroencephalogram (EEG) and peripheral physiological signals of 32 participants were recorded as each watched 40 one-minute long excerpts of music videos. Participants rated ...

2012

Single trial classification of EEG and peripheral physiological signals for recognition of emotions induced by music videos

Touradj Ebrahimi, Jong Seok Lee, Ashkan Yazdani, Anton Nijholt, Thierry Pun

2010