How to Build a Memristive Integrate-and-Fire Model for Spiking Neuronal Signal Generation. - Sung-Mo Steve Kang 001; Donguk Choi; Jason Kamran Eshraghian; Peng Zhou 017; Jieun Kim; Bai-Sun Kong; Xiaojian Zhu; Ahmet Samil Demirkol; Alon Ascoli; Ronald Tetzlaff; Wei D. Lu; Leon O. Chua (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

A Fully Memristive Spiking Neural Network with Unsupervised Learning. - Peng Zhou 017; Dong-Uk Choi; Jason Kamran Eshraghian; Sung-Mo Kang 001 (ISCAS, 2022)

SPICEprop: Backpropagating Errors Through Memristive Spiking Neural Networks. - Peng Zhou 017; Jason Kamran Eshraghian; Dong-Uk Choi; Sung-Mo Kang 001 (CoRR, 2022)

Gradient-Based Neuromorphic Learning on Dynamical RRAM Arrays. - Peng Zhou 017; Dong-Uk Choi; Wei D. Lu; Sung-Mo Steve Kang 001; Jason Kamran Eshraghian (IEEE J. Emerg. Sel. Topics Circuits Syst., 2022)

Backpropagating Errors Through Memristive Spiking Neural Networks. - Peng Zhou 017; Dong-Uk Choi; Sung-Mo Kang 001; Jason K. Eshraghian (ISCAS, 2023)

RWKV: Reinventing RNNs for the Transformer Era. - Bo Peng; Eric Alcaide; Quentin Anthony; Alon Albalak; Samuel Arcadinho; Huanqi Cao; Xin Cheng; Michael Chung; Matteo Grella; Kranthi Kiran G. V.; Xuzheng He; Haowen Hou; et al. (CoRR, 2023)

Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing. - Jens Egholm Pedersen; Steven Abreu; Matthias Jobst; Gregor Lenz; Vittorio Fra; Felix Christian Bauer; Dylan R. Muir; Peng Zhou 017; Bernhard Vogginger; Kade Heckel; Gianvito Urgese; Sadasivan Shankar; et al. (CoRR, 2023)

Gated Slot Attention for Efficient Linear-Time Sequence Modeling. - Yu Zhang 092; Songlin Yang; Rui-Jie Zhu 003; Yue Zhang 004; Leyang Cui; Yiqiao Wang 005; Bolun Wang; Freda Shi; Bailin Wang; Wei Bi; Peng Zhou 017; Guohong Fu (NeurIPS, 2024)

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence. - Bo Peng; Daniel Goldstein; Quentin Anthony; Alon Albalak; Eric Alcaide; Stella Biderman; Eugene Cheah; Xingjian Du; Teddy Ferdinan; Haowen Hou; Przemyslaw Kazienko; Kranthi Kiran GV; et al. (CoRR, 2024)

Scalable MatMul-free Language Modeling. - Rui-Jie Zhu 003; Yu Zhang 092; Ethan Sifferman; Tyler Sheaves; Yiqiao Wang 005; Dustin Richmond; Peng Zhou 017; Jason K. Eshraghian (CoRR, 2024)

Deployment Pipeline from Rockpool to Xylo for Edge Computing. - Peng Zhou 017; Dylan R. Muir (CoRR, 2024)

Neuromorphic Intermediate Representation. - Jens Egholm Pedersen; Steven Abreu; Matthias Jobst; Gregor Lenz; Vittorio Fra; Felix Bauer; Dylan Richard Muir; Peng Zhou 017; Bernhard Vogginger; Kade M. Heckel; Sadasivan Shankar; Terrence C. Stewart; et al. (Zenodo, 2024)

Biomimetic Spiking Neural Network Based on Monolayer 2-D Synapse With Short-Term Plasticity for Auditory Brainstem Processing. - Jieun Kim; Peng Zhou 017; Unbok Wi; Bomin Joo; Donguk Choi; Myeong-Lok Seol; Sravya Pulavarthi; Linfeng Sun; Heejun Yang; Woo Jong Yu; Jin-Woo Han; Sung Mo Kang 001; et al. (IEEE Trans. Cogn. Dev. Syst., 2025)