Yexin Yan

According to our database, Yexin Yan authored at least 11 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning.

Hector A. Gonzalez, Jiaxin Huang, Florian Kelber, Khaleelulla Khan Nazeer, Tim Langer, Chen Liu, Matthias Lohrmann, Amirhossein Rostami, Mark Schöne, Bernhard Vogginger, Timo C. Wunderlich, Yexin Yan, Mahmoud Akl, Christian Mayr

CoRR, 2024

2023

Implementation of bioinspired algorithms on the neuromorphic VLSI system SpiNNaker 2.

Yexin Yan

PhD thesis, 2023

2021

Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control.

Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr

Neuromorph. Comput. Eng., 2021

The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing.

Sebastian Höppner, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Marco Stolba, Florian Kelber, Bernhard Vogginger, Felix Neumärker, Georg Ellguth, Stephan Hartmann, Stefan Schiefer, Thomas Hocker, Dennis Walter, Gengting Liu, Jim D. Garside, Steve B. Furber, Christian Mayr

CoRR, 2021

2020

Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi.

Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr

CoRR, 2020

Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping.

Matthias Jobst, Chen Liu, Johannes Partzsch, Yexin Yan, David Kappel, Hector A. Gonzalez, Yue Ji, Bernhard Vogginger, Christian Mayr

Proceedings of the 6th International Conference on Event-Based Control, 2020

2019

Dynamic Power Management for Neuromorphic Many-Core Systems.

Sebastian Höppner, Bernhard Vogginger, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Georg Ellguth, Love Cederstroem, Luis A. Plana, Jim D. Garside, Steve B. Furber, Christian Mayr

IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype.

Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert Legenstein, Christian Mayr

IEEE Trans. Biomed. Circuits Syst., 2019

2017

Dynamic voltage and frequency scaling for neuromorphic many-core systems.

Sebastian Höppner, Yexin Yan, Bernhard Vogginger, Andreas Dixius, Johannes Partzsch, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Georg Ellguth, Love Cederstroem, Matthias Eberlein, Christian Mayr, Steve Temple, Luis A. Plana, Jim D. Garside, Simon Davidson, David R. Lester, Steve B. Furber

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems.

Sebastian Höppner, Yexin Yan, Bernhard Vogginger, Andreas Dixius, Johannes Partzsch, Prateek Joshi, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Georg Ellguth, Love Cederstroem, Matthias Eberlein, Christian Mayr, Steve Temple, Luis A. Plana, Jim D. Garside, Simon Davidson, David R. Lester, Steve B. Furber

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2015

Resilient and efficient communication in many-core systems using network coding.

Sadia Moriam, Yexin Yan, Erik Fischer, Elke Franz, Gerhard P. Fettweis

Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015