Adaptive Input-to-Neuron Interlink Development in Training of Spike-Based Liquid State Machines. - Sangwoo Hwang; Junghyup Lee; Jaeha Kung (ISCAS, 2021)

SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation. - Sangwoo Hwang; Seunghyun Lee; Dahoon Park; Donghun Lee; Jaeha Kung (NeurIPS, 2024)

One-Spike SNN: Single-Spike Phase Coding With Base Manipulation for ANN-to-SNN Conversion Loss Minimization. - Sangwoo Hwang; Jaeha Kung (IEEE Trans. Emerg. Top. Comput., 2025)