Mental workload classification using convolutional neural networks based on fNIRS-derived prefrontal activity
Abstract Background Functional near-infrared spectroscopy (fNIRS) is a tool to assess brain activity during cognitive testing. Despite its usefulness, its feasibility in assessing mental workload remains unclear. This study was to investigate the potential use of convolutional neural networks (CNNs)...
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| Format: | Article |
| Language: | English |
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BMC
2023-12-01
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| Series: | BMC Neurology |
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| Online Access: | https://doi.org/10.1186/s12883-023-03504-z |