First Hardware Demonstration of Fully Integrated Hafnia-based Multimodal Neuromorphic Computing Platform

Park, Eun Chan; Song, Minsuk; Kim, Jangsaeng; Lee, Jongwoo; Koo, Ryun-Han; Im, Jiseong; Shin, Wonjun; Kwon, Daewoong

doi:10.1109/IEDM50572.2025.11353684

상세 보기

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

Citations

WEB OF SCIENCE

0

Citations

SCOPUS

0

초록

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

DOI: 10.1109/IEDM50572.2025.11353684

발행일: 2025-12

유형: Proceedings Paper

저널명: Technical Digest - International Electron Devices Meeting, IEDM

언어: ENG

출판사: Institute of Electrical and Electronics Engineers Inc.

ISSN: P 0163-1918