Can neural activity be translated?
Can neural activity be translated?
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Yes, neural activity can be translated. This process involves decoding brain activity patterns and converting them into comprehensible outputs like speech. For example, Eddie Chang explains a method where AI translates brain activity patterns into speech. By training a computer to recognize a set vocabulary, it can create sentences from brain activity patterns and refine accuracy using features like autocorrect, similar to texting technologies. This development has allowed paralyzed individuals to generate words and sentences decoded from their brain activity 1.
Moreover, Andrew Huberman and Erich Jarvis discuss the neural circuitry involved in complex tasks like reading and writing. These tasks require multiple brain pathways, including visual, speech production, and auditory circuits, which work together to process and translate visual signals into speech and written outputs. This process highlights the intricate interconnectedness and the computational challenge of translating neural activity 2.
This ongoing research and technological advancement indicate promising potential for translating neural activity into meaningful forms, particularly for clinical applications.