| 2021 | DAC | In-Hardware Learning of Multilayer Spiking Neural Networks on a Neuromorphic Processor. | Amar Shrestha, Haowen Fang, Daniel Patrick Rider, Zaidao Mei, Qinru Qiu |
| 2021 | ISCAS | 1S1R-Based Stable Learning through Single-Spike-Encoded Spike-Timing-Dependent Plasticity. | Brady Taylor, Amar Shrestha, Qinru Qiu, Hai Helen Li |
| 2020 | ICCAD | Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs. | Haowen Fang, Zaidao Mei, Amar Shrestha, Ziyi Zhao, Yilan Li, Qinru Qiu |
| 2020 | IJCAI | Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network. | Haowen Fang, Amar Shrestha, Ziyi Zhao, Qinru Qiu |
| 2020 | IJCNN | Multivariate Time Series Classification Using Spiking Neural Networks. | Haowen Fang, Amar Shrestha, Qinru Qiu |
| 2020 | ICPR | MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level. | Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu |
| 2019 | ICCAD | An Event-driven Neuromorphic System with Biologically Plausible Temporal Dynamics. | Haowen Fang, Amar Shrestha, Ziyi Zhao, Yilan Li, Qinru Qiu |
| 2018 | IJCNN | Scalable NoC-based Neuromorphic Hardware Learning and Inference. | Haowen Fang, Amar Shrestha, De Ma, Qinru Qiu |
| 2017 | ICCAD | A spike-based long short-term memory on a neurosynaptic processor. | Amar Shrestha, Khadeer Ahmed, Yanzhi Wang, David P. Widemann, Adam T. Moody, Brian C. Van Essen, Qinru Qiu |
| 2017 | IJCNN | Stable spike-timing dependent plasticity rule for multilayer unsupervised and supervised learning. | Amar Shrestha, Khadeer Ahmed, Yanzhi Wang, Qinru Qiu |
| 2016 | IJCNN | Simulation of bayesian learning and inference on distributed stochastic spiking neural networks. | Khadeer Ahmed, Amar Shrestha, Qinru Qiu |
| 2016 | IJCNN | Probabilistic inference using stochastic spiking neural networks on a neurosynaptic processor. | Khadeer Ahmed, Amar Shrestha, Qinru Qiu, Qing Wu |