Brain–Computer Interface & Neurotechnology Workshop | IEEE EMBC 2026 Pre-Conference Workshop

WORKSHOP INTRODUCTION

Brain–computer interfaces (BCIs) and related neurotechnologies have evolved from laboratory prototypes into powerful tools for neuroscience research, clinical diagnostics, neurorehabilitation, restorative therapies, and brain mapping. Today, researchers and clinicians can choose from an expanding ecosystem of neurotechnology solutions, including high-density EEG, invasive recordings, neurostimulation, multimodal monitoring, artificial intelligence, and real-time neural signal analysis. Understanding the capabilities, limitations, and appropriate applications of these technologies has become increasingly important for both researchers and clinicians.

This half-day pre-conference workshop provides a comprehensive overview of the modern neurotechnology landscape: from neural signal acquisition to real-world clinical implementation. Participants will gain practical insights into the latest brain-computer interface technologies, emerging neural biomarkers, and translational applications that are shaping the future of neuroscience and medicine.

The workshop combines scientific foundations with practical demonstrations and clinical examples from internationally recognized experts in academia, medicine, and industry. Rather than focusing on a single technology, participants will develop a systems-level understanding of how different neurotechnology solutions complement one another and can be integrated into research, clinical workflows, and therapeutic applications.

Whether you are entering the BCI field, expanding your neurotechnology expertise, or looking to implement these technologies in research or clinical practice, this workshop will provide a comprehensive overview of the current state of the art and future directions.

Christoph Guger & Micah Ching: Running BCI Experiments in Real Time (75 min)
Dean Krusienski: Analysis of Local Field Potentials for Neurological Disorders (30 min)
Nuri F. Ince: Tracking High-Frequency Neurobiomarkers to Improve Neurosurgical Therapy for Epilepsy (30 min)
Tomasz M. Rutkowski: Multi-Sensory pBCIs for Brain Health: Integrating Tactile Responses, Olfactory Stimulation, and Sleep Biomarkers for Real-Time Well-Being Assessment and Early Dementia Detection (30 min)
Christoph Guger, Micah Ching: When Technology Becomes Therapy: Brain-Computer Interfaces in Medicine – From 16 to 1024 Channels (75 min)

Topics

The workshop will cover:

Introduction to Brain–Computer Interfaces (BCIs)
The current neurotechnology landscape
Low-density, high-density, wireless and mobile EEG
Invasive neural recordings (ECoG, sEEG and Local Field Potentials)
Neural biomarkers for neurological disorders
Real-time signal processing and artificial intelligence
Brain mapping and epilepsy monitoring
Closed-loop neurotechnology
Neurorehabilitation and restorative BCIs
Balance assessment and neurotechnology for movement disorders
Multimodal neurotechnology (EEG, EMG, eye tracking, neurostimulation and fNIRS)
Clinical translation and future directions of neurotechnology

Learning Objectives

After participating in this workshop, attendees will:

Understand the current landscape of modern BCI and neurotechnology solutions.
Learn the strengths and limitations of different neural recording technologies.
Understand emerging neural biomarkers and their clinical relevance.
Gain insight into real-world applications in neuroscience, neurology and rehabilitation.
Learn how multiple neurotechnology modalities can be combined in research and clinical practice.
Identify future opportunities in translational neurotechnology and brain–computer interfaces.

Who Should Attend?

This workshop is designed for biomedical engineers, neuroscientists, neurologists, neurosurgeons, rehabilitation physicians, physical and occupational therapists, clinical researchers, graduate students, and industry professionals interested in brain–computer interfaces and neurotechnology.

No previous experience with brain–computer interfaces is required.

Why Attend?

This workshop brings together internationally recognized experts from leading academic institutions, clinical centers, and industry to provide a unique overview of today’s neurotechnology ecosystem.

Participants will learn not only how individual technologies work, but also how they can be combined to answer challenging neuroscience questions, improve clinical decision making, develop innovative brain–computer interfaces, and translate research into patient care.

The workshop emphasizes practical knowledge, clinical relevance, and future developments, making it valuable for both newcomers and experienced researchers.

Registration

Registration for the workshop is available through the official Pre-Conference Workshop Registration @ IEEE EMBC 2026 platform. Workshop participation can be selected during conference registration, subject to availability and IEEE EMBC registration policies.

We look forward to welcoming you to Toronto for a full day exploring the latest advances in brain–computer interfaces and neurotechnology.