Jiseung Kim

According to our database, Jiseung Kim authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Advancing Hyperdimensional Computing Based on Trainable Encoding and Adaptive Training for Efficient and Accurate Learning.

Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim

ACM Trans. Design Autom. Electr. Syst., 2024

Brain-Inspired Hyperdimensional Computing in the Wild: Lightweight Symbolic Learning for Sensorimotor Controls of Wheeled Robots.

Hyukjun Kwon, Kangwon Kim, Junyoung Lee, Hyunsei Lee, Jiseung Kim, Jinhyung Kim, Taehyung Kim, Yongnyeon Kim, Yang Ni, Mohsen Imani, Ilhong Suh, Yeseong Kim

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Towards Forward-Only Learning for Hyperdimensional Computing.

Hyunsei Lee, Hyukjun Kwon, Jiseung Kim, Seohyun Kim, Mohsen Imani, Yeseong Kim

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation.

Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI.

Hyunsei Lee, Jiseung Kim, Hanning Chen, Ariela Zeira, Narayan Srinivasa, Mohsen Imani, Yeseong Kim

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2021

Efficient Brain-Inspired Hyperdimensional Learning with Spatiotemporal Structured Data.

Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim

Proceedings of the 29th International Symposium on Modeling, 2021

CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing.

Yeseong Kim, Jiseung Kim, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021