Mark Barnell

According to our database, Mark Barnell authored at least 30 papers between 2014 and 2023.

Collaborative distances:

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

2023

Advanced Ultra Low-Power Deep Learning Applications with Neuromorphic Computing.

Mark Barnell, Courtney Raymond, Lisa Loomis, Darrek Isereau, Daniel Brown, Francesca Vidal, Steven Smiley

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2022

Unsupervised Adaptation of Spiking Networks in a Gradual Changing Environment.

Zaidao Mei, Mark Barnell, Qinru Qiu

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Ultra Low-Power Deep Learning Applications at the Edge with Jetson Orin AGX Hardware.

Mark Barnell, Courtney Raymond, Steven Smiley, Darrek Isereau, Daniel Brown

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

2021

Model Quantization and Synthetic Aperture Data Analyses Increasing Throughput and Energy Efficiency.

Mark Barnell, Courtney Raymond, Anthony Salmin, Dan Brown, Darrek Isereau

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System.

Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu, Wujie Wen, Jeyavijayan Rajendran

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

A memristor-based hybrid analog-digital computing platform for mobile robotics.

Buyun Chen, Hao Yang, Boxiang Song, Deming Meng, Xiaodong Yan, Yuanrui Li, Yunxiang Wang, Pan Hu, Tse-Hsien Ou, Mark Barnell, Qing Wu, Han Wang, Wei Wu

Sci. Robotics, 2020

Demonstrating Advanced Machine Learning and Neuromorphic Computing Using IBM's NS16e.

Mark Barnell, Courtney Raymond, Matthew Wilson, Darrek Isereau, Éric Côté, Dan Brown, Chris Cicotta

Proceedings of the Intelligent Computing, 2020

Target Classification in Synthetic Aperture Radar and Optical Imagery Using Loihi Neuromorphic Hardware.

Mark Barnell, Courtney Raymond, Matthew Wilson, Darrek Isereau, Chris Cicotta

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

Long short-term memory networks in memristor crossbar arrays.

Can Li, Zhongrui Wang, Mingyi Rao, Daniel Belkin, Wenhao Song, Hao Jiang, Peng Yan, Yunning Li, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia

Nat. Mach. Intell., 2019

Low Power Computing and Simultaneous Electro-Optical/Radar Data Processing using IBM's NS16e 16-chip Neuromorphic Hardware.

Mark Barnell, Courtney Raymond, Dan Brown, Matthew Wilson, Éric Côté

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2018

Long short-term memory networks in memristor crossbars.

Can Li, Zhongrui Wang, Mingyi Rao, Daniel Belkin, Wenhao Song, Hao Jiang, Peng Yan, Yunning Li, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia

CoRR, 2018

Unconventional computing with diffusive memristors.

Zhongrui Wang, Rivu Midya, Saumil Joshi, Hao Jiang, Can Li, Peng Lin, Wenhao Song, Mingyi Rao, Yunning Li, Mark Barnell, Qing Wu, Qiangfei Xia, J. Joshua Yang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Large Memristor Crossbars for Analog Computing.

Can Li, Yunning Li, Hao Jiang, Wenhao Song, Peng Lin, Zhongrui Wang, J. Joshua Yang, Qiangfei Xia, Miao Hu, Eric Montgomery, Jiaming Zhang, Noraica Dávila, Catherine E. Graves, Zhiyong Li, John Paul Strachan, R. Stanley Williams, Ning Ge, Mark Barnell, Qing Wu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array.

Hao Jiang, Kevin Yamada, Zizhe Ren, Thomas Kwok, Fu Luo, Qing Yang, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Hai Helen Li, Qing Wu, Mark Barnell

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

High-Performance Computing (HPC) and Machine Learning Demonstrated in Flight Using Agile Condor^®.

Mark Barnell, Courtney Raymond, Christopher Capraro, Darrek Isereau, Chris Cicotta, Nathan Stokes

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

2017

Ultra-high fidelity radio frequency propagation modeling using distributed high performance graphical processing units: A simulator for multi-element non-stationary antenna systems.

Mark Barnell, Nathan Stokes, Jason Steeger, Jessie Grabowski

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

2016

Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators.

Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang, Hai Li, Yiran Chen

IEEE Trans. Circuits Syst. I Regul. Pap., 2016

A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy.

Chenchen Liu, Qing Yang, Bonan Yan, Jianlei Yang, Xiaocong Du, Weijie Zhu, Hao Jiang, Qing Wu, Mark Barnell, Hai Li

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

Security of neuromorphic systems: Challenges and solutions.

Beiye Liu, Chaofei Yang, Hai Li, Yiran Chen, Qing Wu, Mark Barnell

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Built-in selectors self-assembled into memristors.

Somnath Chakraborty, Saumil Joshi, Qiangfei Xia, Hai Li, Yiran Chen, Hao Jiang, Qing Wu, Mark Barnell, J. Joshua Yang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Security challenges in smart surveillance systems and the solutions based on emerging nano-devices.

Chaofei Yang, Chunpeng Wu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu

Proceedings of the 35th International Conference on Computer-Aided Design, 2016

Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect.

Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran

Proceedings of the 35th International Conference on Computer-Aided Design, 2016

A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip.

Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen

Proceedings of the 53rd Annual Design Automation Conference, 2016

2015

Agile Condor: A scalable high performance embedded computing architecture.

Mark Barnell, Courtney Raymond, Christopher Capraro, Darrek Isereau

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Cloning your mind: security challenges in cognitive system designs and their solutions.

Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Mark Barnell, Qinru Qiu

Proceedings of the 52nd Annual Design Automation Conference, 2015

RENO: a high-efficient reconfigurable neuromorphic computing accelerator design.

Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Hai Li, Yiran Chen, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang

Proceedings of the 52nd Annual Design Automation Conference, 2015

2014

Neuromorphic hardware acceleration enabled by emerging technologies (Invited paper).

Hai Li, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Mark Barnell

Proceedings of the 2014 International Symposium on Integrated Circuits (ISIC), 2014

Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems.

Beiye Liu, Hai Li, Yiran Chen, Xin Li, Tingwen Huang, Qing Wu, Mark Barnell

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014

A heterogeneous computing system with memristor-based neuromorphic accelerators.

Xiaoxiao Liu, Mengjie Mao, Hai Li, Yiran Chen, Hao Jiang, J. Joshua Yang, Qing Wu, Mark Barnell

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

A confabulation model for abnormal vehicle events detection in wide-area traffic monitoring.

Qiuwen Chen, Qinru Qiu, Qing Wu, Morgan Bishop, Mark Barnell

Proceedings of the IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2014