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‘Thoughts-captioning’ approach can learn human mind from mind scans

Source link : https://health365.info/thoughts-captioning-approach-can-learn-human-mind-from-mind-scans/

Thoughts captioning. Credit score: Science Advances (2025). DOI: 10.1126/sciadv.adw1464

Studying mind task with complex applied sciences isn’t a brand new idea. On the other hand, maximum tactics have concerned about figuring out unmarried phrases related to an object or motion an individual is seeing or pondering of, or matching up mind indicators that correspond to spoken phrases. Some strategies used caption databases or deep neural networks, however those approaches had been restricted by way of database phrase protection or offered knowledge now not provide within the mind. Producing detailed, structured descriptions of complicated visible perceptions or mind stays tricky.

A find out about, just lately revealed in Science Advances, takes a brand new method. Researchers concerned within the find out about have advanced what they confer with as a “mind-captioning” approach that makes use of an iterative optimization procedure, the place a masked language type (MLM) generates textual content descriptions by way of aligning textual content options with brain-decoded options.

The approach additionally contains linear fashions educated to decode semantic options from a deep language type the use of mind task from purposeful magnetic resonance imaging (fMRI). The result’s an in depth textual content description of what a player is seeing of their mind.

Producing video captions from human belief

For the primary a part of the experiment,…

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Author : admin

Publish date : 2025-11-08 12:31:00

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