Psychophysical Machine Learning
Abstract
The Weber Fechner Law of psychophysics observes that human perception is logarithmic in the stimulus. We present an algorithm for incorporating the Weber Fechner law into loss functions for machine learning, and use the algorithm to enhance the performance of deep learning networks.
- Publication:
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arXiv e-prints
- Pub Date:
- August 2022
- DOI:
- 10.48550/arXiv.2208.11236
- arXiv:
- arXiv:2208.11236
- Bibcode:
- 2022arXiv220811236K
- Keywords:
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- Computer Science - Machine Learning;
- Computer Science - Artificial Intelligence