2 papers
cs.LG2025
XicorAttention: Time Series Transformer Using Attention with Nonlinear Correlation
Daichi Kimura, Tomonori Izumitani, Hisashi Kashima
Various Transformer-based models have been proposed for time series forecasting. These models leverage the self-attention mechanism to capture long-term temporal or variate depende…
nlin.AO2006
Reinforcement learning of recurrent neural network for temporal coding
Daichi Kimura, Yoshinori Hayakawa
We study a reinforcement learning for temporal coding with neural network consisting of stochastic spiking neurons. In neural networks, information can be coded by characteristics…