Organization profile

Profile Information

Our Lab is one of the leading labs in brain-computer communication. We are an internationally renowned research institution with a research focus on brain-computer communication and dynamics of brain oscillations. More specifically, we have extensive expertise in EEG recording, offline and online processing of brain signals and biosignals in general, feature extraction, detection and classification of brain patterns, and neurofeedback systems. The so-called “Graz BCI” was one of the first online EEG-based BCIs introduced over 20 years ago. Various applications for this system, including spelling devices, computer games, functional electrical stimulation (FES), and navigation in virtual environments have been developed and tested in healthy users and several patient populations. We successfully organized five major international BCI conferences over the last 10 years and successfully finished the EU projects Presenccia (2006-2009), Eye-To-IT (2006-2009) and Future BNCI (2010-2011). Our group is currently involved in the EU projects TOBI (2008-2012), DECODER (2010-2012), BETTER (2010-2012), BrainAble (2010-2012), ABC (2011-2014) and BackHome (2012-2015).

Fingerprint Dive into the research topics where Institute of Neural Engineering (7090) is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.

Brain computer interface Engineering & Materials Science

Electroencephalography Engineering & Materials Science

Brain-Computer Interfaces Medicine & Life Sciences

Hand Strength Medicine & Life Sciences

Brain Engineering & Materials Science

Classifiers Engineering & Materials Science

Neurofeedback Medicine & Life Sciences

Decoding Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Profiles

Jacques Colinge

Institute of Neural Engineering (7090) - Graz University of Technology

Person

Jonas Christian Ditz

Institute of Neural Engineering (7090) - Graz University of Technology

Person

Bernhard Graimann

Institute of Neural Engineering (7090) - Graz University of Technology

Person

Research Output 1998 2019

Attempted Arm and Hand Movements can be Decoded from Low-Frequency EEG from Persons with Spinal Cord Injury

Ofner, P., Schwarz, A., Pereira, J., Wyss, D., Wildburger, R. & Müller-Putz, G. R., 9 May 2019, In : Scientific reports. 9, 1, p. 7134 7134.

Research output: Contribution to journal › Article › Research › peer-review

Hand Strength

Spinal Cord Injuries

Electroencephalography

Arm

Hand

Combining frequency and time-domain EEG features for classification of self-paced reach-and-grasp actions

Schwarz, A., Pereira, J., Lindner, L. & Müller-Putz, G., 25 Jul 2019, (Accepted/In press) Proceedings of the 41st International Engineering in Medicine and Biology Conference.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Brain computer interface

Hand Strength

Electroencephalography

Brain-Computer Interfaces

Hand

HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm

Kobler, R., Sburlea, A. I., Mondini, V. & Müller-Putz, G., Jul 2019, Proceedings of the 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE Xplore, 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Electrodes

Brain

Functional neuroimaging

Feedback

Ions

Activities 2003 2019

78 Talk at conference or symposium
66 Invited talk
24 Talk at workshop, seminar or course
19 Conference or symposium (Participation in/Organisation of)
71 More

Combining frequency and time-domain EEG features for classification of self-paced reach-and-grasp actions

Andreas Schwarz (Speaker), Joana Pereira (Contributor), Lydia Lindner (Contributor), Gernot Müller-Putz (Speaker)

25 Jul 2019

Activity: Talk or presentation › Poster presentation › Science to science

Alice Valenti

Selina Christin Wriessnegger (Host)

Mar 2019 → Jun 2019

Activity: Hosting a visitor › Hosting an academic visitor

Laura Lizama

Selina Christin Wriessnegger (Host)

Jan 2019 → Jul 2019

Activity: Hosting a visitor › Hosting an academic visitor

Prizes

Finalist in the Student Paper Competition

Alois Schlögl (Recipient), 2000

Prize: Prizes / Medals / Awards

student

Förderstipendium

Johanna Wagner (Recipient), Gernot Müller-Putz (Recipient), Teodoro Solis Escalante (Recipient), Reinhold Scherer (Recipient) & Christa Neuper (Recipient), 11 Feb 2014

Prize: Prizes / Medals / Awards