Shih-Chii Liu, Sheng Zhou, Zixiao Li, Chang Gao, Kwantae Kim, Tobi Delbruck Bringing Dynamic Sparsity to the Forefront for Low-Power Audio Edge Computing: Brain-inspired approach for sparsifying network updates, IEEE Solid-State Circuits Magazine, 16:(4) 62-69, 2024

Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training, The AAAI Conference on Artificial Intelligence (AAAI), 2024

Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck Exploiting symmetric temporally sparse BPTT for efficient RNN training, Advances in Neural Information Processing Systems (NeurIPS) 2023 Workshop, 2023

Zhou, S., Chen, X, Kim, K., and Liu, S-C. High-accuracy and energy-efficient acoustic inference using hardware-aware training and a 0.34 nW/Ch full-wave rectifier, IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023