Budget Amount *help |
¥17,680,000 (Direct Cost: ¥13,600,000、Indirect Cost: ¥4,080,000)
Fiscal Year 2021: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2020: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2019: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2018: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2017: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
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Outline of Final Research Achievements |
Our brain effortlessly recognizes not only visual but also non-visual attributes of objects and environments just by looking at them. To delve into this intriguing neural processing, we analyzed the relationship between the psychological/neural representations of non-visual attributes of objects and the image features derived from deep convolutional neural networks (DNN). We discovered DNN features valuable for recognizing non-visual attributes and developed prototype image synthesis techniques that manipulate non-visual impressions using those features. Additionally, we created a virtual reality environment capable of manipulating visual and non-visual features, revealing new visual-somatosensory interactions within the environment. These techniques contribute to advancing our understanding of the brain's multisensory nature.
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