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The recent development of deep learning methods provides a new approach to optimize the belief propagation (BP) decoding of linear codes. However, the limitation of existing works is that the scale of ...

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This is a scientific and medical breakthrough, with immense potential for neuroscience and the treatment of neurological conditions, as it could enable communication with non-verbal or ...

A new brain-computer interface can decode a person's inner speech, which could help people with paralysis communicate.

Scientists have pinpointed brain activity related to inner speech-the silent monologue in people's heads-and successfully decoded it on command with up to 74% accuracy.

Scientists have, for the first time, decoded inner speech—silent thoughts of words—on command using brain-computer interface technology, achieving up to 74% accuracy.

Scientists have pinpointed brain activity related to inner speech—the silent monolog in people's heads—and successfully decoded it on command with up to 74% accuracy.

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To reduce computational complexity, we introduce a filtering criterion, where the algebraic hard-decision decoding (BM decoding) is performed only for those candidates satisfying a sufficient number ...