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First Hardware Demonstration of Fully Integrated Hafnia-based Multimodal Neuromorphic Computing Platform
- Park, Eun Chan;
- Song, Minsuk;
- Kim, Jangsaeng;
- Lee, Jongwoo;
- Koo, Ryun-Han;
- 외 3명
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0초록
We demonstrate for the first time a hafnia-based multimodal neuromorphic computing (HMNC) platform via co-integration of volatile and nonvolatile FeTFTs. Material-device co-optimization of the FeTFTs enables diverse functionalities for multimodal data processing. Full hardware demonstration achieves robust performance for multimodal MNIST data (88%) and emotion/sentiment recognition (66%), offering a scalable and energy-efficient neuromorphic solution. © 2025 IEEE.
- 제목
- First Hardware Demonstration of Fully Integrated Hafnia-based Multimodal Neuromorphic Computing Platform
- 저자
- Park, Eun Chan; Song, Minsuk; Kim, Jangsaeng; Lee, Jongwoo; Koo, Ryun-Han; Im, Jiseong; Shin, Wonjun; Kwon, Daewoong
- 발행일
- 2025-12
- 유형
- Proceedings Paper
- 저널명
- Technical Digest - International Electron Devices Meeting, IEDM