Towards On-Device AI request for proposals

סוגResearch Grants
תאריך אחרון03/02/2020
פקולטהEngineering, Exact Sciences, Management

Facebook is soliciting proposals on a wide range of topics related to efficient on-device AI systems, including, but not limited to the following:

  • Extending on-device capabilities for vision, audio, speech, and natural language processing
  • Distributing AI capabilities across the whole system stack from data capture at the edge to the cloud instead of performing all the compute in the cloud
  • Machine learning techniques to optimize system tasks such as compression, scheduling, and caching
  • On-device privacy-preserving learning
  • Efficient machine learning models for edge devices
  • Dynamic neural networks, such as mixture-of-expert networks
  • Platform-aware model optimization
  • Efficient hardware accelerator design
  • Tools for architecture modeling, design space exploration, and algorithm mapping
  • Efficient model execution on edge devices such as scheduling and tiling
  • Emerging technologies such as near-sensor, near-memory, and near-storage computing


Funding: $75,000 

Duration: no fixed limit 


Research Authority due date: 27.1.20


קבצים מצורפים
עדכון אחרוןעדכון אחרון: 15/12/2019
אוניברסיטת תל-אביב, ת.ד. 39040, תל-אביב 6997801
UI/UX Basch_Interactive