Iksoo Choi

According to our database, Iksoo Choi authored at least 9 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Single-Channel Ecg-Based Sleep Stage Classification With End-To-End Trainable Deep Neural Networks.

Iksoo Choi, Wonyong Sung

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Sleep Model: A Sequence Model for Predicting the Next Sleep Stage.

Iksoo Choi, Wonyong Sung

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022

Performance Assessment of Automatic Sleep Stage Classification Using Only Partial PSG Sensors.

Iksoo Choi, Wonyong Sung

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021

Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling.

Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi

Proceedings of the 18th International SoC Design Conference, 2021

2020

S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima.

Wonyong Sung, Iksoo Choi, Jinhwan Park, Seokhyun Choi, Sungho Shin

CoRR, 2020

2018

Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices.

Jinhwan Park, Yoonho Boo, Iksoo Choi, Sungho Shin, Wonyong Sung

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Hierarchical Recurrent Neural Networks for Acoustic Modeling.

Jinhwan Park, Iksoo Choi, Yoonho Boo, Wonyong Sung

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks.

Iksoo Choi, Jinhwan Park, Wonyong Sung

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks.

Kyuhong Shim, Minjae Lee, Iksoo Choi, Yoonho Boo, Wonyong Sung

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017