Spike Accumulation Forwarding for Effective Training of Spiking Neural Networks. - Ryuji Saiin; Tomoya Shirakawa; Sota Yoshihara; Yoshihide Sawada; Hiroyuki Kusumoto (Trans. Mach. Learn. Res., 2024)

Enhancing AI System Resiliency: Formulation and Guarantee for LSTM Resilience Based on Control Theory. - Sota Yoshihara; Ryousuke Yamamoto; Hiroyuki Kusumoto; Masanari Shimura (CoRR, 2025)