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2020 – today
- 2023
[c25]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: 1-4- 2022
- [c24]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: 1-4 - [c23]Zaidao Mei, Mark Barnell, Qinru Qiu:
Unsupervised Adaptation of Spiking Networks in a Gradual Changing Environment. HPEC 2022: 1-7 - 2021
- [c22]Mark Barnell, Courtney Raymond, Anthony Salmin, Dan Brown, Darrek Isereau:
Model Quantization and Synthetic Aperture Data Analyses Increasing Throughput and Energy Efficiency. HPEC 2021: 1-5 - 2020
- [j4]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): 6938 (2020) - [j3]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): 2192-2205 (2020) - [c21]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: 1-6 - [c20]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: 1-11
2010 – 2019
- 2019
- [j2]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): 49-57 (2019) - [c19]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: 1-5 - 2018
- [c18]Mark Barnell, Courtney Raymond, Christopher Capraro, Darrek Isereau, Chris Cicotta, Nathan Stokes:
High-Performance Computing (HPC) and Machine Learning Demonstrated in Flight Using Agile Condor®. HPEC 2018: 1-4 - [c17]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: 1-4 - [c16]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: 1-4 - [c15]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: 1-5 - [i2]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 abs/1805.11801 (2018) - 2017
- [c14]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: 1-6 - 2016
- [j1]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. 63-I(5): 617-628 (2016) - [c13]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: 18:1-18:6 - [c12]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: 97 - [c11]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: 109 - [c10]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: 181-184 - [c9]Beiye Liu, Chaofei Yang, Hai Li, Yiran Chen, Qing Wu, Mark Barnell:
Security of neuromorphic systems: Challenges and solutions. ISCAS 2016: 1326-1329 - [c8]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: 110-115 - [i1]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 abs/1604.00697 (2016) - 2015
- [c7]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: 66:1-66:6 - [c6]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: 95:1-95:5 - [c5]Mark Barnell, Courtney Raymond, Christopher Capraro, Darrek Isereau:
Agile Condor: A scalable high performance embedded computing architecture. HPEC 2015: 1-5 - 2014
- [c4]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: 216-222 - [c3]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: 1-6 - [c2]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: 63-70 - [c1]Hai Li, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Mark Barnell:
Neuromorphic hardware acceleration enabled by emerging technologies (Invited paper). ISIC 2014: 124-127
Coauthor Index
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