Bayesian continual learning via spiking neural networks
Skatchkovsky, Nicolas, Jang, Hyeryung, Simeone, Osvaldo
Published in Frontiers in computational neuroscience (16.11.2022)
Published in Frontiers in computational neuroscience (16.11.2022)
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Journal Article
Prediction of Sleep Stages Via Deep Learning Using Smartphone Audio Recordings in Home Environments: Model Development and Validation
Tran, Hai Hong, Hong, Jung Kyung, Jang, Hyeryung, Jung, Jinhwan, Kim, Jongmok, Hong, Joonki, Lee, Minji, Kim, Jeong-Whun, Kushida, Clete A, Lee, Dongheon, Kim, Daewoo, Yoon, In-Young
Published in Journal of medical Internet research (01.06.2023)
Published in Journal of medical Internet research (01.06.2023)
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Journal Article
Real-Time Detection of Sleep Apnea Based on Breathing Sounds and Prediction Reinforcement Using Home Noises: Algorithm Development and Validation
Le, Vu Linh, Kim, Daewoo, Cho, Eunsung, Jang, Hyeryung, Reyes, Roben Delos, Kim, Hyunggug, Lee, Dongheon, Yoon, In-Young, Hong, Joonki, Kim, Jeong-Whun
Published in Journal of medical Internet research (22.02.2023)
Published in Journal of medical Internet research (22.02.2023)
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Journal Article
Game Theoretic Perspective of Optimal CSMA
Jang, Hyeryung, Yun, Se-Young, Shin, Jinwoo, Yi, Yung
Published in IEEE transactions on wireless communications (01.01.2018)
Published in IEEE transactions on wireless communications (01.01.2018)
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Journal Article
Multisample Online Learning for Probabilistic Spiking Neural Networks
Jang, Hyeryung, Simeone, Osvaldo
Published in IEEE transaction on neural networks and learning systems (01.05.2022)
Published in IEEE transaction on neural networks and learning systems (01.05.2022)
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Journal Article
Distributed learning for utility maximization over CSMA-based wireless multihop networks
Jang, H., Yun, Seyoung, Shin, J., Yi, Y.
Published in IEEE INFOCOM 2014 - IEEE Conference on Computer Communications (01.04.2014)
Published in IEEE INFOCOM 2014 - IEEE Conference on Computer Communications (01.04.2014)
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Conference Proceeding
Spiking Neural Networks-Part II: Detecting Spatio-Temporal Patterns
Skatchkovsky, Nicolas, Jang, Hyeryung, Simeone, Osvaldo
Published in IEEE communications letters (01.06.2021)
Published in IEEE communications letters (01.06.2021)
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Journal Article
Network traffic reduction through smart network
Jaehoon Jeong, Hyeryung Jang, Yujin Kim, Yung Yi, Jeonghoon Mo
Published in The International Conference on Information Networking 2013 (ICOIN) (01.01.2013)
Published in The International Conference on Information Networking 2013 (ICOIN) (01.01.2013)
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Conference Proceeding
Spiking Neural Networks-Part III: Neuromorphic Communications
Skatchkovsky, Nicolas, Jang, Hyeryung, Simeone, Osvaldo
Published in IEEE communications letters (01.06.2021)
Published in IEEE communications letters (01.06.2021)
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Journal Article
Spiking Neural Networks-Part I: Detecting Spatial Patterns
Jang, Hyeryung, Skatchkovsky, Nicolas, Simeone, Osvaldo
Published in IEEE communications letters (01.06.2021)
Published in IEEE communications letters (01.06.2021)
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Journal Article
On the interaction between content-oriented traffic scheduling and revenue sharing among providers
Hyojung Lee, Hyeryung Jang, Yung Yi, Jeong-woo Cho
Published in 2013 Proceedings IEEE INFOCOM (01.04.2013)
Published in 2013 Proceedings IEEE INFOCOM (01.04.2013)
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Conference Proceeding
On Cost-Efficient Learning of Data Dependency
Jang, Hyeryung, Song, Hyungseok, Yi, Yung
Published in IEEE/ACM transactions on networking (01.06.2022)
Published in IEEE/ACM transactions on networking (01.06.2022)
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Journal Article
Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing
Jang, Hyeryung, Simeone, Osvaldo
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Adiabatic Persistent Contrastive Divergence learning
Hyeryung Jang, Hyungwon Choi, Yung Yi, Jinwoo Shin
Published in 2017 IEEE International Symposium on Information Theory (ISIT) (01.06.2017)
Published in 2017 IEEE International Symposium on Information Theory (ISIT) (01.06.2017)
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Conference Proceeding