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Incorporating softmax in psychophysical detection models for normal and electric hearing | Synapse
March 3, 2026
Open Access
Incorporating softmax in psychophysical detection models for normal and electric hearing
SM
Savine S. M. Martens
Leiden University Medical Center
JB
Jeroen J. Briaire
JF
Johan H.M. Frijns
Leiden University
Key Points
The incorporation of softmax significantly enhances detection accuracy in psychophysical models, especially for electric hearing.
Findings show improved metrics in detection across various thresholds and stimuli in both normal and electric hearing.
Analysis of psychophysical detection methods indicates that softmax improves statistical outcomes significantly.
These results highlight the potential for using advanced modeling techniques to refine auditory detection and testing protocols.
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Martens et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75ceec6e9836116a26382
https://doi.org/https://doi.org/10.1016/j.mex.2026.103807
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