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- 저자 : Kenta Hidaka (검색결과 2 건)
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Kenta Hidaka,Haoyu Qin,Jun Kobayashi 제어로봇시스템학회 2017 제어로봇시스템학회 국제학술대회 논문집 Vol.2017 No.10
Emotion elicitation experiments are conducted to collect biological signals from a subject who is in a state of emotion. The recorded signals are used as training/test dataset for constructing an emotion recognition system by means of machine learning. In conventional emotion elicitation experiments, affective images or videos were provided for a subject to draw out an emotion from them. However, the authors have concerns about the effectiveness. To surely evoke a specific emotion from subjects, we have produced several Virtual Reality (VR) scenes and provided the subjects with the scenes through a Head Mount Display (HMD) in emotion elicitation experiments. Usability and effectiveness of the VR scenes with the HMD for emotion elicitation were experimentally verified. It was confirmed that experience of the VR scenes with the HMD was effective in evoking emotions, but we have to improve how subjects learn a way of playing VR scenes and provide measures against VR sickness at any cost. Moreover, Support Vector Machine classifiers as an emotion recognition system were constructed using the biological signals measured from the subjects in the emotion elicitation experiments.
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Design method for biomolecular circuit with plasticity
Kenta Hidaka,Takashi Nakakuki 제어로봇시스템학회 2021 제어로봇시스템학회 국제학술대회 논문집 Vol.2021 No.10
In this paper, we propose a design method for a biomolecular circuit that can dynamically change its function according to repetitive input stimuli. In DNA computing, which involves the construction of a DNA reaction system that executes desired information processing, the circuit function strongly depends on the network structure and reaction rate parameters of the chemical reaction system. In other words, it is necessary to design a DNA circuit specialized for a specific circuit function. We aimed to achieve “plasticity” of the DNA circuit by addressing the motivating example; for a two-input one-output DNA circuit, its function is initially YES logic but turns to OR logic as the repetitive input stimuli are given. Our proposed method was verified by numerical simulations based on reaction kinetics while utilizing dependable computer-aided software.
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