posted by organizer: mgoldfarb || 5224 views || tracked by 10 users: [display]

EMC2 2019 : Workshop On Energy Efficient Machine Learning And Cognitive Computing For Embedded Applications

FacebookTwitterLinkedInGoogle

Link: https://www.emc2-workshop.com
 
When Feb 17, 2019 - Feb 17, 2019
Where Washington D.C., USA
Submission Deadline Jan 18, 2019
Notification Due Feb 5, 2019
Final Version Due Feb 8, 2019
Categories    machine learning   computer architecture   artificial intelligence   embedded systems
 

Call For Papers

Workshop On Energy Efficient Machine Learning And Cognitive Computing For Embedded Applications (EMC^2) 2019

A new wave of intelligent computing, driven by recent advances in machine learning and cognitive algorithms coupled with process technology and new design methodologies, has the potential to usher unprecedented disruption in the way conventional computing solutions are designed and deployed. These new and innovative approaches often provide an attractive and efficient alternative not only in terms of performance but also power, energy, and area. This disruption is easily visible across the whole spectrum of computing systems ranging from low end mobile devices to large scale data centers and servers.

A key class of these intelligent solutions is providing real-time, on-device cognition at the edge to enable many novel applications including vision and image processing, language translation, autonomous driving, malware detection, and gesture recognition. Naturally, these applications have diverse requirements for performance, energy, reliability, accuracy, and security that demand a holistic approach to designing the hardware, software, and intelligence algorithms to achieve the best power, performance, and area (PPA).

The goal of this workshop is to provide a forum for researchers who are exploring novel ideas in the field of energy efficient machine learning and artificial intelligence for embedded applications. We also hope to provide a solid platform for forging relationships and exchange of ideas between the industry and the academic world through discussions and active collaborations.

To be held in conjunction with the 25th International Symposium on High-Performance Computer Architecture (HPCA 2019)

Related Resources

Federated Learning in IOT Cybersecurity 2021   PeerJ Computer Science - Federated Learning for Cybersecurity in Internet of Things
JCRAI 2021-Ei Compendex & Scopus 2021   2021 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2021)
ICADCML 2022   3rd International Conference on Advances in Distributed Computing and Machine Learning - 2022
IJCAI 2022   31st International Joint Conference on Artificial Intelligence
FAIML 2022   2022 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2022)
Artificial Intelligence at the Edge 2021   High Performance Computing and Artificial Intelligence at the Edge
CFDSP 2022   2022 International Conference on Frontiers of Digital Signal Processing (CFDSP 2022)
CVPR 2022   Computer Vision and Pattern Recognition
MLDM 2022   18th International Conference on Machine Learning and Data Mining
CFMAI 2021   2021 3rd International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2021)