Nandhini Chandramoorthy

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 20

Top Topics

Autonomous Systems

Top Venues

Publications

Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Kshitij Bhardwaj, Vijay Janapa Reddi, Arijit Raychowdhury
MulBERRY: Enabling Bit-Error Robustness for Energy-Efficient Multi-Agent Autonomous Systems. ASPLOS (2) (2024)
Hao-Lun Sun, Lei Hsiung, Nandhini Chandramoorthy, Pin-Yu Chen, Tsung-Yi Ho
NeuralFuse: Learning to Improve the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes. CoRR (2023)
Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Vijay Janapa Reddi, Arijit Raychowdhury
BERRY: Bit Error Robustness for Energy-Efficient Reinforcement Learning-Based Autonomous Systems. CoRR (2023)
Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Vijay Janapa Reddi, Arijit Raychowdhury
BERRY: Bit Error Robustness for Energy-Efficient Reinforcement Learning-Based Autonomous Systems. DAC (2023)
David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele
Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Tianyu Jia, Paolo Mantovani, Maico Cassel Dos Santos, Davide Giri, Joseph Zuckerman, Erik Jens Loscalzo, Martin Cochet, Karthik Swaminathan, Gabriele Tombesi, Jeff Jun Zhang, Nandhini Chandramoorthy, John-David Wellman, Kevin Tien, Luca P. Carloni, Kenneth L. Shepard, David Brooks, Gu-Yeon Wei, Pradip Bose
A 12nm Agile-Designed SoC for Swarm-Based Perception with Heterogeneous IP Blocks, a Reconfigurable Memory Hierarchy, and an 800MHz Multi-Plane NoC. ESSCIRC (2022)
Maico Cassel dos Santos, Tianyu Jia, Martin Cochet, Karthik Swaminathan, Joseph Zuckerman, Paolo Mantovani, Davide Giri, Jeff Jun Zhang, Erik Jens Loscalzo, Gabriele Tombesi, Kevin Tien, Nandhini Chandramoorthy, John-David Wellman, David Brooks, Gu-Yeon Wei, Kenneth L. Shepard, Luca P. Carloni, Pradip Bose
A Scalable Methodology for Agile Chip Development with Open-Source Hardware Components. ICCAD (2022)
Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt
BoFL: bayesian optimized local training pace control for energy efficient federated learning. Middleware (2022)
Zishen Wan, Karthik Swaminathan, Pin-Yu Chen, Nandhini Chandramoorthy, Arijit Raychowdhury
Analyzing and Improving Resilience and Robustness of Autonomous Systems. ICCAD (2022)
Brian W. Thompto, Dung Q. Nguyen, José E. Moreira, Ramon Bertran, Hans M. Jacobson, Richard J. Eickemeyer, Rahul M. Rao, Michael Goulet, Marcy Byers, Christopher J. Gonzalez, Karthik Swaminathan, Nagu R. Dhanwada, Silvia M. Müller, Andreas Wagner, Satish Kumar Sadasivam, Robert K. Montoye, William J. Starke, Christian G. Zoellin, Michael S. Floyd, Jeffrey Stuecheli, Nandhini Chandramoorthy, John-David Wellman, Alper Buyuktosunoglu, Matthias Pflanz, Balaram Sinharoy, Pradip Bose
Energy Efficiency Boost in the AI-Infused POWER10 Processor. ISCA (2021)
David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele
Bit Error Robustness for Energy-Efficient DNN Accelerators. MLSys (2021)
David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele
Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators. CoRR (2021)
Nagadastagiri Challapalle, Karthik Swaminathan, Nandhini Chandramoorthy, Vijaykrishnan Narayanan
Crossbar based Processing in Memory Accelerator Architecture for Graph Convolutional Networks. ICCAD (2021)
Nagadastagiri Challapalle, Sahithi Rampalli, Linghao Song, Nandhini Chandramoorthy, Karthik Swaminathan, John Sampson, Yiran Chen, Vijaykrishnan Narayanan
GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures. ISCA (2020)
David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele
On Mitigating Random and Adversarial Bit Errors. CoRR (2020)
Nandhini Chandramoorthy, Karthik Swaminathan, Martin Cochet, Arun Paidimarri, Schuyler Eldridge, Rajiv V. Joshi, Matthew M. Ziegler, Alper Buyuktosunoglu, Pradip Bose
Resilient Low Voltage Accelerators for High Energy Efficiency. HPCA (2019)
Rajiv V. Joshi, Matthew M. Ziegler, Karthik Swaminathan, Nandhini Chandramoorthy
Cascaded and resonant SRAM supply boosting for ultra-low voltage cognitive IoT applications. CICC (2018)
Karthik Swaminathan, Nandhini Chandramoorthy, Chen-Yong Cher, Ramon Bertran, Alper Buyuktosunoglu, Pradip Bose
BRAVO: Balanced Reliability-Aware Voltage Optimization. HPCA (2017)
Ramon Bertran, Pradip Bose, David M. Brooks, Jeff Burns, Alper Buyuktosunoglu, Nandhini Chandramoorthy, Eric Cheng, Martin Cochet, Schuyler Eldridge, Daniel Friedman, Hans M. Jacobson, Rajiv V. Joshi, Subhasish Mitra, Robert K. Montoye, Arun Paidimarri, Pritish Parida, Kevin Skadron, Mircea Stan, Karthik Swaminathan, Augusto Vega, Swagath Venkataramani, Christos Vezyrtzis, Gu-Yeon Wei, John-David Wellman, Matthew M. Ziegler
Very Low Voltage (VLV) Design. ICCD (2017)
Wei-Yu Tsai, Xueqing Li, Matthew Jerry, Baihua Xie, Nikhil Shukla, Huichu Liu, Nandhini Chandramoorthy, Matthew Cotter, Arijit Raychowdhury, Donald M. Chiarulli, Steven P. Levitan, Suman Datta, John Sampson, Nagarajan Ranganathan, Vijaykrishnan Narayanan
Enabling New Computation Paradigms with HyperFET - An Emerging Device. IEEE Trans. Multi Scale Comput. Syst. 2 (1) (2016)
Nandhini Chandramoorthy, Giuseppe Tagliavini, Kevin M. Irick, Antonio Pullini, Siddharth Advani, Sulaiman Al Habsi, Matthew Cotter, John Sampson, Vijaykrishnan Narayanan, Luca Benini
Exploring architectural heterogeneity in intelligent vision systems. HPCA (2015)
Kaisheng Ma, Nandhini Chandramoorthy, Xueqing Li, Sumeet Kumar Gupta, John Sampson, Yuan Xie, Vijaykrishnan Narayanan
Using Multiple-Input NEMS for Parallel A/D Conversion and Image Processing. ISVLSI (2015)
Nandhini Chandramoorthy, Karthik Swaminathan, Matthew Cotter, Xueqing Li, Indranil Palit, Xiaobo Sharon Hu, Michael T. Niemier, Kevin M. Irick
Understanding the landscape of accelerators for vision. SiPS (2014)
Karthik Swaminathan, Moon Seok Kim, Nandhini Chandramoorthy, Behnam Sedighi, Robert Perricone, Jack Sampson, Vijaykrishnan Narayanan
Modeling steep slope devices: From circuits to architectures. DATE (2014)
Yong Cheol Peter Cho, Nandhini Chandramoorthy, Kevin M. Irick, Vijaykrishnan Narayanan
Accelerating Multiresolution Gabor Feature Extraction for Real Time Vision Applications. J. Signal Process. Syst. 76 (2) (2014)
Siddharth Advani, Nandhini Chandramoorthy, Karthik Swaminathan, Kevin M. Irick, Yong Cheol Peter Cho, Jack Sampson, Vijaykrishnan Narayanan
Refresh Enabled Video Analytics (REVA): Implications on power and performance of DRAM supported embedded visual systems. ICCD (2014)
Kevin M. Irick, Nandhini Chandramoorthy
Achieving High-Performance Video Analytics with Lightweight Cores and a Sea of Hardware Accelerators. ISVLSI (2014)
Ahmed Al-Maashri, Matthew Cotter, Nandhini Chandramoorthy, Michael DeBole, Chi-Li Yu, Vijaykrishnan Narayanan, Chaitali Chakrabarti
Hardware Acceleration for Neuromorphic Vision Algorithms. J. Signal Process. Syst. 70 (2) (2013)
Nandhini Chandramoorthy, Siddharth Advani, Kevin M. Irick, Vijaykrishnan Narayanan
A Configurable Architecture for a Visual Saliency System and Its Application in Retail. FCCM (2013)
Yong Cheol Peter Cho, Nandhini Chandramoorthy, Kevin M. Irick, Vijaykrishnan Narayanan
Multiresolution Gabor Feature Extraction for Real Time Applications. SiPS (2012)
Ahmed Al-Maashri, Michael DeBole, Matthew Cotter, Nandhini Chandramoorthy, Yang Xiao, Vijaykrishnan Narayanan, Chaitali Chakrabarti
Accelerating neuromorphic vision algorithms for recognition. DAC (2012)
Sungho Park, Ahmed Al-Maashri, Kevin M. Irick, Aarti Chandrashekhar, Matthew Cotter, Nandhini Chandramoorthy, Michael DeBole, Vijaykrishnan Narayanan
System-On-Chip for Biologically Inspired Vision Applications. Inf. Media Technol. 7 (4) (2012)
Sungho Park, Ahmed Al-Maashri, Kevin M. Irick, Aarti Chandrashekhar, Matthew Cotter, Nandhini Chandramoorthy, Michael DeBole, Vijaykrishnan Narayanan
System-On-Chip for Biologically Inspired Vision Applications. IPSJ Trans. Syst. LSI Des. Methodol. 5 (2012)