Simulation of bayesian learning and inference on distributed stochastic spiking neural networks. - Khadeer Ahmed; Amar Shrestha; Qinru Qiu (IJCNN, 2016)

Probabilistic inference using stochastic spiking neural networks on a neurosynaptic processor. - Khadeer Ahmed; Amar Shrestha; Qinru Qiu; Qing Wu 002 (IJCNN, 2016)

System Design for In-Hardware STDP Learning and Spiking Based Probablistic Inference. - Khadeer Ahmed; Amar Shrestha; Yanzhi Wang; Qinru Qiu (ISVLSI, 2016)

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 (ICCAD, 2017)

Stable spike-timing dependent plasticity rule for multilayer unsupervised and supervised learning. - Amar Shrestha; Khadeer Ahmed; Yanzhi Wang; Qinru Qiu (IJCNN, 2017)

Scalable NoC-based Neuromorphic Hardware Learning and Inference. - Haowen Fang; Amar Shrestha; De Ma; Qinru Qiu (IJCNN, 2018)

Modular Spiking Neural Circuits for Mapping 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 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2018)

An Event-driven Neuromorphic System with Biologically Plausible Temporal Dynamics. - Haowen Fang; Amar Shrestha; Ziyi Zhao; Yilan Li; Qinru Qiu (ICCAD, 2019)

Approximating Back-propagation for a Biologically Plausible Local Learning Rule in Spiking Neural Networks. - Amar Shrestha; Haowen Fang; Qing Wu 002; Qinru Qiu (ICONS, 2019)

A General Framework to Map Neural Networks onto Neuromorphic Processor. - Haowen Fang; Amar Shrestha; Ziyi Zhao; Yanzhi Wang; Qinru Qiu (ISQED, 2019)

Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs. - Haowen Fang; Zaidao Mei; Amar Shrestha; Ziyi Zhao; Yilan Li; Qinru Qiu (ICCAD, 2020)

MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level. - Amar Shrestha; Krittaphat Pugdeethosapol; Haowen Fang; Qinru Qiu (ICPR, 2020)

Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network. - Haowen Fang; Amar Shrestha; Ziyi Zhao; Qinru Qiu (IJCAI, 2020)

Multivariate Time Series Classification Using Spiking Neural Networks. - Haowen Fang; Amar Shrestha; Qinru Qiu (IJCNN, 2020)

High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET. - Amar Shrestha; Krittaphat Pugdeethosapol; Haowen Fang; Qinru Qiu (CoRR, 2020)

In-Hardware Learning of Multilayer Spiking Neural Networks on a Neuromorphic Processor. - Amar Shrestha; Haowen Fang; Daniel Patrick Rider; Zaidao Mei; Qinru Qiu (DAC, 2021)

1S1R-Based Stable Learning through Single-Spike-Encoded Spike-Timing-Dependent Plasticity. - Brady Taylor; Amar Shrestha; Qinru Qiu; Hai Helen Li (ISCAS, 2021)