Search Results - "Tang, Guangzhi" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

SENECA: building a fully digital neuromorphic processor, design trade-offs and challenges

SENECA: building a fully digital neuromorphic processor, design trade-offs and challenges

by Tang, Guangzhi, Vadivel, Kanishkan, Xu, Yingfu, Bilgic, Refik, Shidqi, Kevin, Detterer, Paul, Traferro, Stefano, Konijnenburg, Mario, Sifalakis, Manolis, van Schaik, Gert-Jan, Yousefzadeh, Amirreza
Published in Frontiers in neuroscience (23.06.2023)

Get full text

Journal Article

Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration

Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration

by Xu, Yingfu, Shidqi, Kevin, van Schaik, Gert-Jan, Bilgic, Refik, Dobrita, Alexandra, Wang, Shenqi, Meijer, Roy, Nembhani, Prithvish, Arjmand, Cina, Martinello, Pietro, Gebregiorgis, Anteneh, Hamdioui, Said, Detterer, Paul, Traferro, Stefano, Konijnenburg, Mario, Vadivel, Kanishkan, Sifalakis, Manolis, Tang, Guangzhi, Yousefzadeh, Amirreza
Published in Frontiers in neuroscience (28.03.2024)

Get full text

Journal Article

Benchmarking of hardware-efficient real-time neural decoding in brain–computer interfaces

Benchmarking of hardware-efficient real-time neural decoding in brain–computer interfaces

by Hueber, Paul, Tang, Guangzhi, Sifalakis, Manolis, Liaw, Hua-Peng, Micheli, Aurora, Tomen, Nergis, Liu, Yao-Hong
Published in Neuromorphic computing and engineering (01.06.2024)

Get full text

Journal Article

Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware

Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware

by Tang, Guangzhi, Kumar, Neelesh, Michmizos, Konstantinos P.
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24.10.2020)

Get full text

Conference Proceeding

Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM

Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM

by Tang, Guangzhi, Shah, Arpit, Michmizos, Konstantinos P.
Published in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.11.2019)

Get full text

Conference Proceeding

Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking

Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking

by Patino-Saucedo, Alberto, Yousefzadeh, Amirreza, Tang, Guangzhi, Corradi, Federico, Linares-Barranco, Bernabe, Sifalakis, Manolis
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)

Get full text

Conference Proceeding

A Spiking Neural Network Mimics the Oculomotor System to Control a Biomimetic Robotic Head Without Learning on a Neuromorphic Hardware

A Spiking Neural Network Mimics the Oculomotor System to Control a Biomimetic Robotic Head Without Learning on a Neuromorphic Hardware

by Polykretis, Ioannis, Tang, Guangzhi, Balachandar, Praveenram, Michmizos, Konstantinos P.
Published in IEEE transactions on medical robotics and bionics (01.05.2022)

Get full text

Journal Article

Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design

Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design

by Tang, Guangzhi, Safa, Ali, Shidqi, Kevin, Detterer, Paul, Traferro, Stefano, Konijnenburg, Mario, Sifalakis, Manolis, van Schaik, Gert-Jan, Yousefzadeh, Amirreza
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)

Get full text

Conference Proceeding

Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks

Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks

by Koopman, Roel, Yousefzadeh, Amirreza, Shahsavari, Mahyar, Tang, Guangzhi, Sifalakis, Manolis
Year of Publication 09.08.2024

Get full text

Journal Article

Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification

Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification

by Xu, Yingfu, Tang, Guangzhi, Yousefzadeh, Amirreza, de Croon, Guido, Sifalakis, Manolis
Year of Publication 29.07.2024

Get full text

Journal Article

Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking

Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking

by Patiño-Saucedo, Alberto, Yousefzadeh, Amirreza, Tang, Guangzhi, Corradi, Federico, Linares-Barranco, Bernabé, Sifalakis, Manolis
Published in arXiv.org (11.09.2023)

Get full text

Paper Journal Article

SENSIM: An Event-driven Parallel Simulator for Multi-core Neuromorphic Systems

SENSIM: An Event-driven Parallel Simulator for Multi-core Neuromorphic Systems

by Nembhani, Prithvish, Vadivel, Kanishkan, Tang, Guangzhi, Tahghighi, Mohammad, van Schaik, Gert-Jan, Sifalakis, Manolis, Al-Ars, Zaid, Yousefzadeh, Amirreza
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)

Get full text

Conference Proceeding

TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based Vision

TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based Vision

by Arjmand, Cina, Xu, Yingfu, Shidqi, Kevin, Dobrita, Alexandra F, Vadivel, Kanishkan, Detterer, Paul, Sifalakis, Manolis, Yousefzadeh, Amirreza, Tang, Guangzhi
Year of Publication 25.06.2024

Get full text

Journal Article

Novel jet type atomization chassis

Novel jet type atomization chassis

by TANG GUANGZHI
Year of Publication 11.10.2022

Get full text

Patent

BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks

BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks

by Tang, Guangzhi, Kumar, Neelesh, Polykretis, Ioannis, Michmizos, Konstantinos P
Year of Publication 26.10.2021

Get full text

Journal Article

Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware

Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware

by Tang, Guangzhi, Kumar, Neelesh, Michmizos, Konstantinos P
Year of Publication 02.03.2020

Get full text

Journal Article

Gridbot: An autonomous robot controlled by a Spiking Neural Network mimicking the brain's navigational system

Gridbot: An autonomous robot controlled by a Spiking Neural Network mimicking the brain's navigational system

by Tang, Guangzhi, Michmizos, Konstantinos P
Published in arXiv.org (05.07.2018)

Get full text

Paper Journal Article

Treatment head installation cantilever easy to install and maintain

Treatment head installation cantilever easy to install and maintain

by TANG GUANGZHI
Year of Publication 03.12.2021

Get full text

Patent

EON-1: A Brain-Inspired Processor for Near-Sensor Extreme Edge Online Feature Extraction

EON-1: A Brain-Inspired Processor for Near-Sensor Extreme Edge Online Feature Extraction

by Dobrita, Alexandra, Yousefzadeh, Amirreza, Thorpe, Simon, Vadivel, Kanishkan, Detterer, Paul, Tang, Guangzhi, van Schaik, Gert-Jan, Konijnenburg, Mario, Gebregiorgis, Anteneh, Hamdioui, Said, Sifalakis, Manolis
Year of Publication 25.06.2024

Get full text

Journal Article

Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM

Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM

by Tang, Guangzhi, Shah, Arpit, Michmizos, Konstantinos P
Year of Publication 06.03.2019

Get full text

Journal Article