Publications

Guangzhi Tang, Kanishkan Vadivel, Yingfu Xu, Refik Bilgic, Kevin Shidqi, Paul Detterer, Stefano Traferro, Mario Konijnenburg, Manolis Sifalakis, Gert-Jan van Schaik, Amirreza Yousefzadeh (2023). SENECA: Building a fully digital neuromorphic processor, design trade-offs and challenges. In Front. Neurosci..

Guangzhi Tang, Ali Safa, Kevin Shidqi, Paul Detterer, Stefano Traferro, Mario Konijnenburg, Manolis Sifalakis, Gert-Jan van Schaik, Amirreza Yousefzadeh (2023). Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design. In ISCAS 2023.

Neelesh Kumar, Guangzhi Tang, Raymond Yoo, Konstantinos Michmizos (2022). Decoding EEG With Spiking Neural Networks on Neuromorphic Hardware. In TMLR.

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Ioannis Polykretis, Guangzhi Tang, Praveenram Balachandar, Konstantinos Michmizos (2022). A Spiking Neural Network Mimics the Oculomotor System to Control a Biomimetic Robotic Head without Learning on a Neuromorphic Hardware. In TMRB.

Guangzhi Tang, Neelesh Kumar, Raymond Yoo, Konstantinos Michmizos (2020). Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control. In CoRL 2020.

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Guangzhi Tang, Neelesh Kumar, Konstantinos Michmizos (2020). Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware. In IROS 2020.

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Guangzhi Tang, Arpit Shah, Konstantinos Michmizos (2019). Spiking neural network on neuromorphic hardware for energy-efficient unidimensional SLAM. In IROS 2019.