Mark Barnell

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 27

Top Topics

Computing Systems

Synthetic Aperture

Top Venues

Publications

Mark Barnell, Courtney Raymond, Lisa Loomis, Darrek Isereau, Daniel Brown, Francesca Vidal, Steven Smiley
Advanced Ultra Low-Power Deep Learning Applications with Neuromorphic Computing. HPEC (2023)
Zaidao Mei, Mark Barnell, Qinru Qiu
Unsupervised Adaptation of Spiking Networks in a Gradual Changing Environment. HPEC (2022)
Mark Barnell, Courtney Raymond, Steven Smiley, Darrek Isereau, Daniel Brown
Ultra Low-Power Deep Learning Applications at the Edge with Jetson Orin AGX Hardware. HPEC (2022)
Mark Barnell, Courtney Raymond, Anthony Salmin, Dan Brown, Darrek Isereau
Model Quantization and Synthetic Aperture Data Analyses Increasing Throughput and Energy Efficiency. HPEC (2021)
Mark Barnell, Courtney Raymond, Matthew Wilson, Darrek Isereau, Éric Côté, Dan Brown, Chris Cicotta
Demonstrating Advanced Machine Learning and Neuromorphic Computing Using IBM's NS16e. SAI (1) (2020)
Mark Barnell, Courtney Raymond, Matthew Wilson, Darrek Isereau, Chris Cicotta
Target Classification in Synthetic Aperture Radar and Optical Imagery Using Loihi Neuromorphic Hardware. HPEC (2020)
Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu, Wujie Wen, Jeyavijayan Rajendran
Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
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
A memristor-based hybrid analog-digital computing platform for mobile robotics. Sci. Robotics 5 (47) (2020)
Mark Barnell, Courtney Raymond, Dan Brown, Matthew Wilson, Éric Côté
Low Power Computing and Simultaneous Electro-Optical/Radar Data Processing using IBM's NS16e 16-chip Neuromorphic Hardware. HPEC (2019)
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
Long short-term memory networks in memristor crossbar arrays. Nat. Mach. Intell. 1 (1) (2019)
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
Long short-term memory networks in memristor crossbars. CoRR (2018)
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
Unconventional computing with diffusive memristors. ISCAS (2018)
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
Large Memristor Crossbars for Analog Computing. ISCAS (2018)
Mark Barnell, Courtney Raymond, Christopher Capraro, Darrek Isereau, Chris Cicotta, Nathan Stokes
. HPEC (2018)
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
Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. ISCAS (2018)
Mark Barnell, Nathan Stokes, Jason Steeger, Jessie Grabowski
Ultra-high fidelity radio frequency propagation modeling using distributed high performance graphical processing units: A simulator for multi-element non-stationary antenna systems. HPEC (2017)
Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen
A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip. DAC (2016)
Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen
A New Learning Method for Inference Accuracy, Core Occupation, and Performance Co-optimization on TrueNorth Chip. CoRR (2016)
Beiye Liu, Chaofei Yang, Hai Li, Yiran Chen, Qing Wu, Mark Barnell
Security of neuromorphic systems: Challenges and solutions. ISCAS (2016)
Chenchen Liu, Qing Yang, Bonan Yan, Jianlei Yang, Xiaocong Du, Weijie Zhu, Hao Jiang, Qing Wu, Mark Barnell, Hai Li
A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy. ISVLSI (2016)
Somnath Chakraborty, Saumil Joshi, Qiangfei Xia, Hai Li, Yiran Chen, Hao Jiang, Qing Wu, Mark Barnell, J. Joshua Yang
Built-in selectors self-assembled into memristors. ISCAS (2016)
Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang, Hai Li, Yiran Chen
Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2016)
Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran
Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect. ICCAD (2016)
Chaofei Yang, Chunpeng Wu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu
Security challenges in smart surveillance systems and the solutions based on emerging nano-devices. ICCAD (2016)
Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Mark Barnell, Qinru Qiu
Cloning your mind: security challenges in cognitive system designs and their solutions. DAC (2015)
Mark Barnell, Courtney Raymond, Christopher Capraro, Darrek Isereau
Agile Condor: A scalable high performance embedded computing architecture. HPEC (2015)
Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Hai Li, Yiran Chen, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang
RENO: a high-efficient reconfigurable neuromorphic computing accelerator design. DAC (2015)
Xiaoxiao Liu, Mengjie Mao, Hai Li, Yiran Chen, Hao Jiang, J. Joshua Yang, Qing Wu, Mark Barnell
A heterogeneous computing system with memristor-based neuromorphic accelerators. HPEC (2014)
Qiuwen Chen, Qinru Qiu, Qing Wu, Morgan Bishop, Mark Barnell
A confabulation model for abnormal vehicle events detection in wide-area traffic monitoring. CogSIMA (2014)
Beiye Liu, Hai Li, Yiran Chen, Xin Li, Tingwen Huang, Qing Wu, Mark Barnell
Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems. ICCAD (2014)
Hai Li, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Mark Barnell
Neuromorphic hardware acceleration enabled by emerging technologies (Invited paper). ISIC (2014)