Publications

Paul Hueber, Guangzhi Tang, Manolis Sifalakis, Hua-Peng Liaw, Aurora Micheli, Nergis Tomen, Yao-Hong Liu (2024). Benchmarking of hardware-efficient real-time neural decoding in brain–computer interfaces. In NCE.

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Yingfu Xu, Kevin Shidqi, Gert-Jan van Schaik, Refik Bilgic, Alexandra Dobrita, Shenqi Wang, Roy Meijer, Prithvish Nembhani, Cina Arjmand, Pietro Martinello, Anteneh Gebregiorgis, Said Hamdioui, Paul Detterer, Stefano Traferro, Mario Konijnenburg, Kanishkan Vadivel, Manolis Sifalakis, Guangzhi Tang, Amirreza Yousefzadeh (2024). Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration. In Front. Neurosci..

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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..

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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.

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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.

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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.

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