Cognitive states
EEG signatures of vigilance, sustained attention, fatigue or overload.
SPARK · Cognitive AI
Collecting signals is not the goal. SPARK builds a family of AI models trained on synchronised, documented cognitive data, to recognise cognitive states, anticipate how they change, relate them to performance and learn how each person works.
Each domain has its setting and its trades. The platform measures the same thing in all of them: the person in action.
EEG signatures of vigilance, sustained attention, fatigue or overload.
What comes before a drop in focus, a slower reaction or a loss of regularity.
Which cognitive features go with lines, braking, decisions and results.
Identifying EEG signatures of vigilance, sustained attention, fatigue or cognitive overload.
Learning the changes that come before a drop in focus, a longer reaction time or a loss of regularity.
Learning which cognitive features go with lines, braking, decisions and performance on track.
Learning how each person works: usual signatures, variations and room to progress.
Adapting exercises, difficulty and training conditions to each person's capacities and progress.
What they do, their results, their brain signals.
What the model has learnt of how they work, and what it anticipates.
What the twin learns over time
The way to AI cognitive coaching.
Correlation is not causation: every model is tested on what it really predicts.
Models are validated on people they never saw during training.
Raw data, extracted features, experimental annotations and model predictions are kept strictly apart.
Consent, data governance and pseudonymisation come first, with clear conditions for reusing data to train models.
Measuring and following cognitive states during the activity.
AI models that analyse the links between cognition, behaviour and performance.
An intelligent system that personalises training and measures progress.
Four layers, one platform.
Motorsport, aviation, high-level sport, esports and demanding trades: understanding and improving human performance.
Simracing · Motorsport · Motorcycling · Esports · Fast-decision sports · AviationAttention, memory, brain plasticity and cognitive processes, studied in real conditions.
Real-world neuroscience · Research protocols · Research dataMental fatigue, recovery, cognitive monitoring, rehabilitation and research on cognitive ageing, alongside clinical research.
Mental fatigue · Recovery · Cognitive monitoring · RehabilitationAviation, industry, driving and critical systems: understanding overload and drops in vigilance.
Professional drivers · Prevention and driver training · Critical workstations · DefenceCognitive AI models, Cognitive Digital Twin and Cognitive Foundation Models: modelling how human cognition works.
Cognitive Digital Twin · Cognitive AI models · Cognitive Foundation ModelsTell us what you do. Someone on the team answers you personally.
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