논문 1 페이지 | 서울대학교AI연구원(AIIS)

연구

기타+AI

Total 8건 1 페이지
물리학 + AI

Chiral symmetry and taste symmetry from the eigenvalue spectrum of staggered Dirac operators (Hwancheol Jeong, Chulwoo Jung, Seungyeob Jwa, Jangho Kim, Jeehun Kim, Nam Soo Kim, Sunghee Kim, Sunkyu Lee, Weonjong Lee, Youngjo Lee, and Jeonghwan Pak (SWME Collaboration)) Phys. Rev. D 2021 #이원종 교수팀

시각화 + AI

Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections (Hyeon Jeon, Hyung-Kwon Ko, Jaemin Jo, Youngtaek Kim, Jinwook Seo) IEEE Transactions of Visualization and Computer Graphics / IEEE VIS 2021 #서진욱 교수팀

기후 / 환경 + AI

Potential role of urban forest in removing PM2.5: a case study in Seoul by deep learning with satellite data (Ahreum Lee, Sujong Jeong, Jaewon Joo, Chan-Ryul Park, Jhoon Kim, Sookyung Kim) Urban Climate 2021 #정수종 교수팀

A simple method of predicting autumn leaf coloring date using machine learning with spring unfolding date (Sehyun Lee, Sujong Jeong, Chang-Eui Park, Jongho Kim) Asia-Pacific Journal of Atmospheric Sciences #정수종 교수팀

통신 + AI

Partial Sample Transmission and Deep Neural Decoding for URLLC-based V2X Systems (Wonjun Kim and Byonghyo Shim) ICC 2021 #심병효 교수팀

Power Minimization of Intelligent Reflecting Surface-Aided Uplink IoT Networks (Jiao Wu, Byonghyo Shim) WCNC 2021 #심병효 교수팀

Energy-Efficient mmWave UDN Using Distributed Multi-Agent Deep Reinforcement Learning (Jihoon Moon, Hyungyu Ju, Seungnyun Kim, and Byonghyo Shim) ICC 2021 #심병효 교수팀

Transmit Power Minimization in Intelligent Reflecting Surfaces-Aided Uplink Communications (Jiao Wu, Byonghyo Shim) TENCON 2020 #심병효 교수팀

Localization of Internet of Things Network via Deep Neural Network Based Matrix Completion (Sunwoo Kim, Byonghyo Shim) ICTC 2020 #심병효 교수팀

Energy-Efficient FDD-based Massive MIMO Systems Using Finite Rate Feedback (Seungnyun Kim, Byonghyo Shim) ICTC 2020 #심병효 교수팀

Ultra-Mini Slot Transmission for 5G+ and 6G URLLC Network (Wonjun Kim, Byonghyo Shim) VTC 2020 Fall #심병효 교수팀

Energy Efficient Ultra-Dense Network Using Long Short-Term Memory (Junwon Son, Seungnyun Kim, Byonghyo Shim) WCNC 2020 #심병효 교수팀

Pilot-Less One-Shot Sparse Coding for Short Packet-Based Machine-Type Communications (Jiao Wu, Wonjun Kim, Byonghyo Shim) IEEE Transactions on Vehicular Technology 2020 #심병효 교수팀

Energy-Efficient Ultra-Dense Network Using LSTM-based Deep Neural Networks (Seungnyun Kim, Junwon Son, Byonghyo Shim) IEEE Transactions on Wireless Communications  2021 #심병효 교수팀

군사 / 항공 + AI

A BCI Based Alerting System for Attention Recovery of UAV Operators (Jonghyuk Park, Jonghun Park, Dongmin Shin, and Yerim Choi) Sensors #박종헌 교수팀

A Behavior Optimization Method for Unmanned Combat Aerial Vehicles Using Matrix Factorization (Jaeseok Huh, Jonghun Park, Dongmin Shin, and Yerim Choi) IEEE Access #박종헌 교수팀

공정 + AI

Deep Reinforcement Learning for Minimizing Tardiness in Parallel Machine Scheduling with Sequence Dependent Family Setups (Bohyung Paeng, In-Beom Park, Jonghun Park) IEEE Access #박종헌 교수팀

A Reinforcement Learning Approach to Robust Scheduling of Semiconductor Manufacturing Facilities (In-Beom Park, Jaeseok Huh, Joongkyun Kim, and Jonghun Park) IEEE Transactions on Automation Science and Engineering #박종헌 교수팀

신경과학 + AI

Maturity of gray matter structures and white matter connectomes, and their relationship with psychiatric symptoms in youth (Alex Luna, Joel Bernanke, Kakyeong Kim, Natalie Aw, Jordan D. Dworkin, Jiook Cha, Jonathan Posner) #차지욱 교수팀

보안 + AI

Noise-Robust Deep Spiking Neural Networks with Temporal Information (Seongsik Park, Dongjin Lee, Sungroh Yoon) DAC 2021 #윤성로 교수팀

Scalable Multi-FPGA Acceleration for Large RNNs with Full Parallelism Levels (Dongup Kwon, Suyeon Hur, Hamin Jang, Eriko Nurvitadhi, and Jangwoo Kim) DAC 2020 #김장우 교수팀 

Hawkware: Network Intrusion Detection based on Behavior Analysis with ANNs on an IoT Device (Sunwoo Ahn, Hayoon Yi, Younghan Lee, Whoi Ree Ha, Giyeol Kim, Yunheung Paek) DAC 2020 #백윤흥 교수팀 

T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding (Seongsik Park, Seijoon Kim, Byunggook Na, Sungroh Yoon) DAC 2020 #윤성로 교수팀 

Tensor Virtualization Technique to Support Efficient Data Reorganization for CNN Accelerators (Donghyun Kang, Soonhoi Ha) DAC 2020 #하순회 교수팀

NNSim: Fast Performance Estimation based on Sampled Simulation of GPGPU Kernels for Neural Networks (JinTaek Kang, Kwanghyun Chung, Youngmin Yi, Soonhoi Ha) DAC 2018 #하순회 교수팀

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