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Zyphra Releases ZUNA1.1: An Apache 2.0 EEG Foundation Model With Variable-Length Inputs From 0.5 To 30 Seconds

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Zyphra released ZUNA1. 1 on July 16, 2026, under the Apache 2. 0 license. The 380M masked diffusion autoencoder reconstructs, denoises, and upsamples scalp-EEG across arbitrary channel layouts. It accepts variable-length inputs from 0. 5 to 30 seconds, against ZUNA1's fixed five seconds.

Reported NMSE holds or improves while the input range widens. The post Zyphra Releases ZUNA1. 1: An Apache 2. 0 EEG Foundation Model With Variable-Length Inputs From 0. 5 To 30 Seconds appeared first on MarkTechPost.

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