Improved modeling of human vision by incorporating robustness to blur in convolutional neural networks
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DOI: 10.1038/s41467-024-45679-0
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References listed on IDEAS
- Timothy D. Oleskiw & Amy Nowack & Anitha Pasupathy, 2018. "Joint coding of shape and blur in area V4," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
- Tomoyasu Horikawa & Yukiyasu Kamitani, 2017. "Generic decoding of seen and imagined objects using hierarchical visual features," Nature Communications, Nature, vol. 8(1), pages 1-15, August.
- J. Gold & P. J. Bennett & A. B. Sekuler, 1999. "Signal but not noise changes with perceptual learning," Nature, Nature, vol. 402(6758), pages 176-178, November.
- Pinglei Bao & Liang She & Mason McGill & Doris Y. Tsao, 2020. "A map of object space in primate inferotemporal cortex," Nature, Nature, vol. 583(7814), pages 103-108, July.
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