Hierarchy of supported modules (HSM) reveals spatiotemporal representations of erroneous behaviors

• A bioRxiv Neuroscience preprint proposes a hierarchy of supported modules (HSM) to highlight spatiotemporal structure in neural recordings and represent error states.¹
• Erroneous behaviors and other abnormal brain states are generally difficult to represent directly from neural data despite carrying specific spatiotemporal features.¹
• By emphasizing spatiotemporal patterns, HSM may more effectively represent abnormal states and help evaluate abnormal brain function.¹
• Potential applications include BCI decoding, anomaly detection, and closed-loop safety monitoring.¹
• The work is method-focused, with a clear signal-processing path (DOI path 10.64898/2026.07.04.736476v1).^{1 1}

Footnotes

1. https://www.biorxiv.org/content/10.64898/2026.07.04.736476v1?rss=1 ↩ ↩² ↩³ ↩⁴ ↩⁵ ↩⁶