Dr Shufan Yang

  • Lecturer (Embedded and Intelligent Systems) (Systems Power and Energy)

Research interests

I completed my PhD at the Advance Processor Technologies Group from September 2006 to March 2010 at the University of Manchester, where I was involved in inventing a revolutionary biological chip in the SpiNNaker project. I also worked on the Intrinsically Motivated Cumulative Learning Versatile Robots (IM-Clever) project at the University of Ulster from August 2010 until October 2012 as a postdoc research associate for building a novel inhibitory control system using multiple FPGAs.  I joined the University of Wolverhampton (Nov/2012-Aug/2017) as a lecturer and led a research team, working on neural network implementation in hardware for an assistive tumour detection system on Ultra scale FPGAs. Traditional AI system were based on human experts’ defined the tasks and evaluated by the predefined metrics, which leads to an unstable system when exposed on context changes and dynamic environment. To tackle these situations, I am interested in developing the capability of incrementally perceiving and able to learn on their own, and acting accordingly in real time to achieve autonomous.  I also prototype those systems based on ASIC and FPGAs.


Grants

Jun. 2016 – Sept. 2018

“Total Inventive Cleaning Power Mop”, Knowledge Transfer  Partnerships, Innovate United Kingdom, Leading Academic, £66,693

Sept. 2016 –Dec. 2019

“Modelling and Algorithms of Functional Safety for New Generation Automotive Embedded Systems (61672217)”, Co-I, National Natural Science Foundation of China, £80,000
Feb.2015 – Oct. 2015 “Investigate tolerance of visual and haptic inconsistent”, Faculty QR funds, PI, University of Wolverhampton, £8,000
Feb. 2015 – Oct. 2015

“A neuro-inspired multisensory perceptual decision-making model with decision confidence”, ASUR, Funded by DstL, Co-I £40,000

 


Supervision

1 Zheqi Yu Medical image processing in hardware
2   FPGAs for 3D image

Teaching

1. Introductory Program
2. Team Design and Project Skills

Additional information

IEEE Member

BCS Fellow

HEA Fellow


Publications

List by: Type | Date

Jump to: 2018 | 2017
Number of items: 9.

2018

Loukas, C., Fioranelli, F. , Le Kernec, J. and Yang, S. (2018) Activity Classification Using Raw Range and I & Q Radar Data with Long Short Term Memory Layers. In: 1st International Workshop on Healthcare with Intelligent Sensing, System and Data (HISSD) in CyberSciTech2018, Athens, Greece, 12-15 Aug 2018, (Accepted for Publication)

Yu, Z., Yang, S. , Zhou, K. and Aggoun, A. (2018) A low computational approach for assistive esophageal adenocarcinoma and colorectal cancer detection. Advances in Intelligent Systems and Computing, (Accepted for Publication)

2017

Yang, S. (2017) A highly integrated hardware-software co-design and co-verification platform. IEEE Design and Test, (Accepted for Publication)

Günther, M. et al. (2017) Unconstrained Face Detection and Open-Set Face Recognition Challenge. In: IEEE International Joint Conference on Biometrics (IJCB 2017), Denver, CO, USA, 1-4 Oct 2017,

Yang, S. , Wong-Lin, K., Andrew, J., Mak, T. and McGinnity, T. M. (2017) A neuro-inspired visual tracking method based on programmable system-on-chip platform. Neural Computing and Applications, (doi:10.1007/s00521-017-2847-5) (Early Online Publication)

Jiménez Serrata, A. A., Yang, S. and Li, R. (2017) An intelligible implementation of FastSLAM2.0 on a low-power embedded architecture. EURASIP Journal on Embedded Systems, 2017(1), 27. (doi:10.1186/s13639-017-0075-9)

Loizides, F., Naughton, L., Wilson, P., Loizou, M., Yang, S. , Hartley, T., Worrallo, A. and Zaphiris, P. (2017) Interactive Reading Using Low Cost Brain Computer Interfaces. In: 16th IFIP TC.13 International Conference on Human-Computer Interaction: INTERACT 2017, Mumbai, India, 25-29 Sept 2017, pp. 450-454. ISBN 9783319680583 (doi:10.1007/978-3-319-68059-0_49)

Yang, S. , Wong-Lin, K., Rano, I. and Lindsay, A. (2017) A Single Chip System for Sensor Data Fusion Based on a Drift-diffusion Model. In: Intelligent Systems Conference (IntelliSys) 2017, London, UK, 7-8 Sept 2017, (Accepted for Publication)

Yu, Z., Yang, S. , Sillitoe, I. and Buckley, K. (2017) Towards a Scalable Hardware/Software Co-Design Platform for Real-time Pedestrian Tracking Based on a ZYNQ-7000 Device. In: 2nd International Conference on Consumer Electronics Asia (ICCE ASIA 2017), Bengaluru, India, 5-7 Oct 2017, (Accepted for Publication)

This list was generated on Fri Jun 22 19:25:40 2018 BST.
Number of items: 9.

Articles

Yu, Z., Yang, S. , Zhou, K. and Aggoun, A. (2018) A low computational approach for assistive esophageal adenocarcinoma and colorectal cancer detection. Advances in Intelligent Systems and Computing, (Accepted for Publication)

Yang, S. (2017) A highly integrated hardware-software co-design and co-verification platform. IEEE Design and Test, (Accepted for Publication)

Yang, S. , Wong-Lin, K., Andrew, J., Mak, T. and McGinnity, T. M. (2017) A neuro-inspired visual tracking method based on programmable system-on-chip platform. Neural Computing and Applications, (doi:10.1007/s00521-017-2847-5) (Early Online Publication)

Jiménez Serrata, A. A., Yang, S. and Li, R. (2017) An intelligible implementation of FastSLAM2.0 on a low-power embedded architecture. EURASIP Journal on Embedded Systems, 2017(1), 27. (doi:10.1186/s13639-017-0075-9)

Conference Proceedings

Loukas, C., Fioranelli, F. , Le Kernec, J. and Yang, S. (2018) Activity Classification Using Raw Range and I & Q Radar Data with Long Short Term Memory Layers. In: 1st International Workshop on Healthcare with Intelligent Sensing, System and Data (HISSD) in CyberSciTech2018, Athens, Greece, 12-15 Aug 2018, (Accepted for Publication)

Günther, M. et al. (2017) Unconstrained Face Detection and Open-Set Face Recognition Challenge. In: IEEE International Joint Conference on Biometrics (IJCB 2017), Denver, CO, USA, 1-4 Oct 2017,

Loizides, F., Naughton, L., Wilson, P., Loizou, M., Yang, S. , Hartley, T., Worrallo, A. and Zaphiris, P. (2017) Interactive Reading Using Low Cost Brain Computer Interfaces. In: 16th IFIP TC.13 International Conference on Human-Computer Interaction: INTERACT 2017, Mumbai, India, 25-29 Sept 2017, pp. 450-454. ISBN 9783319680583 (doi:10.1007/978-3-319-68059-0_49)

Yang, S. , Wong-Lin, K., Rano, I. and Lindsay, A. (2017) A Single Chip System for Sensor Data Fusion Based on a Drift-diffusion Model. In: Intelligent Systems Conference (IntelliSys) 2017, London, UK, 7-8 Sept 2017, (Accepted for Publication)

Yu, Z., Yang, S. , Sillitoe, I. and Buckley, K. (2017) Towards a Scalable Hardware/Software Co-Design Platform for Real-time Pedestrian Tracking Based on a ZYNQ-7000 Device. In: 2nd International Conference on Consumer Electronics Asia (ICCE ASIA 2017), Bengaluru, India, 5-7 Oct 2017, (Accepted for Publication)

This list was generated on Fri Jun 22 19:25:40 2018 BST.