Library FAQ
Which cancer types can proposals focus on in the Generative-AI Challenge?
Each proposal must focus on one (and only one) of the following: breast cancer, cervical cancer, ovarian cancer, prostate cancer, lung cancer, brain cancer, stomach cancer or colorectal cancer.
Which technologies and enablers are within scope for the Waste-to-value Challenge and which are out of scope?
In scope are low-TRL technologies where portfolio synergies are expected: solar reforming and synthetic biology devices, brine mining and integrated capture-and-conversion technologies, microbial-based and photocatalytic remediation; computational material sci...
Will projects in the crops Challenge collaborate on common monitoring and assessment work?
Yes; all projects will participate in a work package dedicated to developing monitoring and prediction methodologies for climate adaptation assessment and life-cycle-analysis.
How are AI methods applied in brain interface platforms?
AI-based methods are used to decode complex neural dynamics, identify pathological patterns, and adjust stimulation strategies in real time to enable responsive closed-loop systems.
How could brain interfaces matter for Europe’s resilience and strategic autonomy?
By enabling safe deployment within healthcare systems, reducing reliance on specialised neurosurgical infrastructure, supporting distributed care models, and requiring European control over neurodata governance, clinical validation, and ethical standards.
How could ULF MRI contribute to Europe’s resilience and strategic autonomy?
By reducing reliance on cryogenic superconducting magnets and large fixed infrastructure, aligning with EU priorities on technology sovereignty and security of supply, and leveraging European strengths in quantum sensing, medical devices, and AI-based reconstr...
How does ULF MRI differ from conventional high-field MRI?
ULF MRI avoids cryogenically cooled superconducting magnets and very homogeneous high fields, operating at much lower field strengths with simplified, mobile hardware and different engineering trade-offs for field inhomogeneity and signal-to-noise ratio.
How was the qualitative assessment stage conducted and what were its outcomes?
Nine expert panels aligned with the EIC taxonomy, coordinated by EIC Programme Managers and 25 external experts, reviewed 411 signals from the quantitative stage and selected a final set of 25 signals based primarily on scientific and technological novelty and...
What are noninvasive and minimally invasive brain interfaces?
Technologies that interact with neural activity without highly invasive neurosurgery, combining neural sensing and stimulation to monitor and modulate brain activity in real time; minimally invasive variants use miniature implants with autonomous power and wir...
What are the main challenges remaining for ULF MRI?
Integrating miniaturised quantum sensors, establishing robust low-field biomarkers, and validating standardised acquisition and reconstruction pipelines for routine clinical use.
What did the quantitative stage involve and what data sources were used?
A quantitative review of over 13,380 EIC proposals (2021 Q2–2025 Q1), using advanced text mining and clustering via JRC Tools for Innovation Monitoring (TIM) and GPT@JRC, supplemented by scientometric indicators including EPO PATSTAT, SCOPUS, and CORDIS data.
What distinguishes minimally invasive brain interface variants?
They use miniature implants with autonomous power and wireless communication to enable more precise targeting while preserving limited invasiveness and reduced procedural burden.
What hardware and sensing advances enable ULF MRI?
Lightweight coils and open geometries, quantum sensing advances such as optically pumped magnetometers, nitrogen-vacancy centres in diamond, and compact superconducting quantum interference devices (SQUIDs), plus AI-based denoising and computational reconstruc...
What is a closed-loop brain interface system?
An integrated system that combines neural sensing and stimulation to monitor brain dynamics and adaptively modulate neural activity in real time based on ongoing brain states.
What is portable and ultra-low field (ULF) MRI?
MRI systems operating in the microtesla to tens of millitesla range using simplified magnet designs (lightweight coils, open geometries) that permit compact, lightweight, and mobile imaging without cryogenic superconducting magnets.
What is the overall methodological approach used for the EIC Tech Report 2026?
A two-stage quantitative-qualitative approach: machine-based quantitative signal filtering and scientometric analytics followed by expert-led qualitative assessment panels focused on scientific novelty and EU policy relevance.
What novel contrast or acquisition approaches are mentioned for low-field MRI?
Field-cycling approaches that introduce contrast mechanisms linked to tissue relaxation dynamics not accessible at conventional field strengths.
What recent advances are driving innovation in brain interfaces?
Convergence of multimodal neural sensing, adaptive stimulation, and artificial intelligence; improved combined acquisition modalities, adaptive focused ultrasound and closed-loop stimulation, minimised wireless implants, and AI-based decoding and stimulation a...
What therapeutic and non-medical applications are mentioned?
Therapeutic applications include treatment of epilepsy, psychiatric disorders, neurological conditions, and emerging tumour targeting; non-medical uses include human–machine interaction for robotics, vehicle control, and immersive digital environments.
Where can portable ULF MRI systems be deployed?
At the bedside, in intensive care units, or in settings where conventional MRI infrastructure is impractical, enabling more distributed diagnostic imaging.
Which effector or stimulation technologies are used in these brain interfaces?
Transcranial magnetic stimulation, targeted electrical fields (transcranial electrical stimulation), and focused ultrasound are listed as effector technologies.
Which EU regulatory frameworks intersect with brain interface development?
The Medical Devices Regulation (for high-risk devices combining sensing, stimulation, and adaptive software), the proposed AI Act (transparency, human oversight, post-market monitoring), and alignment with the European Health Data Space for neurodata governanc...
Which sensing modalities are used in these brain interfaces?
Electroencephalography (EEG), functional magnetic resonance imaging (fMRI), transcranial functional ultrasound, and near-infrared spectroscopy are cited as sensing modalities.
Can small mid-caps receive the grant component?
No. Small mid-caps (companies that are not SMEs but have fewer than 499 employees) can only apply for the investment component and are not eligible to receive the grant component.