EMC2@ASPLOS

Publications

2018

Andre Xian Ming Chang, Aliasger Zaidy, Eugenio Culurciello
Efficient Compiler Code Generation for Deep Learning Snowflake Co-Processor. EMC2@ASPLOS (2018)
Aliasger Zaidy, Andre Xian Ming Chang, Vinayak Gokhale, Eugenio Culurciello
A High Efficiency Accelerator for Deep Neural Networks. EMC2@ASPLOS (2018)
Sumanth Gudaparthi, Surya Narayanan, Rajeev Balasubramonian
Moving CNN Accelerator Computations Closer to Data. EMC2@ASPLOS (2018)
Charles Qi
Invited Talk Abstract: Challenges and Solutions for Embedding Vision AI. EMC2@ASPLOS (2018)
C. D. Tharindu Mathew, Aswin Raghavan, Sek Chai
Event Prediction in Processors Using Deep Temporal Models. EMC2@ASPLOS (2018)
Grigori Fursin
Invited Talk Abstract: Introducing ReQuEST: An Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments. EMC2@ASPLOS (2018)
1st Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, EMC2@ASPLOS 2018, Williamsburg, VA, USA, March 25, 2018 EMC2@ASPLOS (2018)
Karl Taht, Surya Narayanan, Rajeev Balasubramonian
A Case for Dynamic Activation Quantization in CNNs. EMC2@ASPLOS (2018)
Kamal Khouri
Keynote Abstract: Safety and Security at the Heart of Autonomous Driving. EMC2@ASPLOS (2018)
Seyed Hamed Fatemi Langroudi, Tej Pandit, Dhireesha Kudithipudi
Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit. EMC2@ASPLOS (2018)
Tao Sheng, Chen Feng, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Mickey Aleksic
A Quantization-Friendly Separable Convolution for MobileNets. EMC2@ASPLOS (2018)