2 papers
cs.LG2023
Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting
Juhyeon Kim, Hyungeun Lee, Seungwon Yu +4
Multivariate time series is prevalent in many scientific and industrial domains. Modeling multivariate signals is challenging due to their long-range temporal dependencies and intr…
cs.LG2021
Two-argument activation functions learn soft XOR operations like cortical neurons
Kijung Yoon, Emin Orhan, Juhyun Kim +1
Neurons in the brain are complex machines with distinct functional compartments that interact nonlinearly. In contrast, neurons in artificial neural networks abstract away this com…