On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems
Wonje Choi, Duraisamy, Karthi, Kim, Ryan Gary, Doppa, Janardhan Rao, Pande, Partha Pratim, Marculescu, Diana, Marculescu, Radu
Published in IEEE transactions on computers (01.05.2018)
Published in IEEE transactions on computers (01.05.2018)
Get full text
Journal Article
Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis
Kim, Ryan Gary, Doppa, Janardhan Rao, Pande, Partha Pratim, Marculescu, Diana, Marculescu, Radu
Published in Computer (Long Beach, Calif.) (01.07.2018)
Published in Computer (Long Beach, Calif.) (01.07.2018)
Get full text
Journal Article
Wireless NoC for VFI-Enabled Multicore Chip Design: Performance Evaluation and Design Trade-Offs
Kim, Ryan Gary, Wonje Choi, Guangshuo Liu, Mohandesi, Ehsan, Pande, Partha Pratim, Marculescu, Diana, Marculescu, Radu
Published in IEEE transactions on computers (01.04.2016)
Published in IEEE transactions on computers (01.04.2016)
Get full text
Journal Article
Wireless NoC and Dynamic VFI Codesign: Energy Efficiency Without Performance Penalty
Kim, Ryan Gary, Wonje Choi, Zhuo Chen, Pande, Partha Pratim, Marculescu, Diana, Marculescu, Radu
Published in IEEE transactions on very large scale integration (VLSI) systems (01.07.2016)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.07.2016)
Get full text
Journal Article
MOELA: A Multi-Objective Evolutionary/Learning Design Space Exploration Framework for 3D Heterogeneous Manycore Platforms
Qi, Sirui, Li, Yingheng, Pasricha, Sudeep, Kim, Ryan Gary
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Get full text
Conference Proceeding
A Sub-cm3 Energy-Harvesting Stacked Wireless Sensor Node Featuring a Near-Threshold Voltage IA-32 Microcontroller in 14-nm Tri-Gate CMOS for Always-ON Always-Sensing Applications
Paul, Somnath, Honkote, Vinayak, Kim, Ryan Gary, Majumder, Turbo, Aseron, Paolo A., Grossnickle, Vaughn, Sankman, Robert, Mallik, Debendra, Tao Wang, Vangal, Sriram, Tschanz, James W., De, Vivek
Published in IEEE journal of solid-state circuits (01.04.2017)
Published in IEEE journal of solid-state circuits (01.04.2017)
Get full text
Journal Article
Inter-Tier Process Variation-Aware Monolithic 3D NoC Architectures
Musavvir, Shouvik, Chatterjee, Anwesha, Ryan Gary Kim, Kim, Dae Hyun, Pande, Partha Pratim
Published in arXiv.org (10.06.2019)
Published in arXiv.org (10.06.2019)
Get full text
Paper
Journal Article
HeM3D: Heterogeneous Manycore Architecture Based on Monolithic 3D Vertical Integration
Aqeeb Iqbal Arka, Joardar, Biresh Kumar, Ryan Gary Kim, Kim, Dae Hyun, Janardhan Rao Doppa, Pande, Partha Pratim
Published in arXiv.org (08.12.2020)
Published in arXiv.org (08.12.2020)
Get full text
Paper
Journal Article
Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms
Wonje Choi, Duraisamy, Karthi, Kim, Ryan Gary, Doppa, Janardhan Rao, Pande, Partha Pratim, Marculescu, Radu, Marculescu, Diana
Published in 2016 International Conference on Compliers, Architectures, and Sythesis of Embedded Systems (CASES) (01.10.2016)
Published in 2016 International Conference on Compliers, Architectures, and Sythesis of Embedded Systems (CASES) (01.10.2016)
Get full text
Conference Proceeding
Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems
Joardar, Biresh Kumar, Ryan Gary Kim, Janardhan Rao Doppa, Pande, Partha Pratim, Marculescu, Diana, Marculescu, Radu
Published in arXiv.org (05.10.2019)
Published in arXiv.org (05.10.2019)
Get full text
Paper
Journal Article
Imitation Learning for Dynamic VFI Control in Large-Scale Manycore Systems
Kim, Ryan Gary, Wonje Choi, Zhuo Chen, Doppa, Janardhan Rao, Pande, Partha Pratim, Marculescu, Diana, Marculescu, Radu
Published in IEEE transactions on very large scale integration (VLSI) systems (01.09.2017)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.09.2017)
Get full text
Journal Article
Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis
Ryan Gary Kim, Janardhan Rao Doppa, Pande, Partha Pratim, Marculescu, Diana, Marculescu, Radu
Published in arXiv.org (30.11.2017)
Published in arXiv.org (30.11.2017)
Get full text
Paper
Journal Article