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2026-08-23 00:00 United States Papers Foundations & Methods Source language EN

CMU Intracortical BCI Helps Animals Steady Prefrontal Activity Within Hundreds of Milliseconds

Summary Carnegie Mellon University researchers built an intracortical brain-computer interface that lets animals use visual neurofeedback to hold prefrontal cortex population activity near a preset target. Arousal drifts during tasks, with low arousal linked to drowsiness and high arousal to stress, and these departures from optimal performance show up as fluctuations in neural activity. With moment-by-moment feedback, the animals reduced those fluctuations on timescales from seconds down to hundreds of milliseconds, and arousal-related regulation of neural activity was associated with BCI use. The team says neurofeedback could help strengthen or restore regulation of neural activity in clinical conditions where arousal control is impaired. The work is a preprint, has not been peer reviewed and has been done only in animals.
Why it matters This study extends intracortical BCIs from motor decoding to regulating arousal: rather than moving a cursor, animals learned to stabilize their own prefrontal activity with real-time feedback. If the mechanism holds in humans, it could open new interventions for arousal-related disorders such as attention deficits and anxiety, though it remains an animal-study preprint.

BCIwiki (bciwiki.com) — Animals learned to hold prefrontal cortex population activity near a preset target using visual neurofeedback delivered through an intracortical brain-computer interface (BCI), researchers at Carnegie Mellon University reported in a preprint uploaded to bioRxiv on August 23, 2026. The work has not been peer reviewed.

The team noted that arousal levels fluctuate during task performance — low arousal is associated with drowsiness, high arousal with stress — and these shifts manifest as neural activity fluctuations that degrade performance. The researchers asked whether moment-by-moment neurofeedback could counteract those fluctuations and regulate arousal.

Animals reduced neural fluctuations on timescales ranging from seconds to hundreds of milliseconds, and arousal-related regulation of neural activity was associated with BCI use. The authors suggest neurofeedback may enhance or restore regulation of neural activity, with potential clinical applications in conditions where such regulation is impaired. The findings are limited to animal experiments and have not been tested in humans.

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biorxiv.org 2026-08-23

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