2 papers
cs.LG2024
MC-DBN: A Deep Belief Network-Based Model for Modality Completion
Zihong Luo, Zheng Tao, Yuxuan Huang +2
Recent advancements in multi-modal artificial intelligence (AI) have revolutionized the fields of stock market forecasting and heart rate monitoring. Utilizing diverse data sources…
cs.CV2024
MTSA-SNN: A Multi-modal Time Series Analysis Model Based on Spiking Neural Network
Chengzhi Liu, Zheng Tao, Zihong Luo +1
Time series analysis and modelling constitute a crucial research area. Traditional artificial neural networks struggle with complex, non-stationary time series data due to high com…