Embedded Files
Thursday, November 3rd, 2022
Opening and Introduction
Opening and Introduction
Keynote Talk 1
Keynote Talk 1
Talk Title: "Energy-Efficient Deep Learning Inference Accelerator Research"
Talk Title: "Energy-Efficient Deep Learning Inference Accelerator Research"
Session 1
Session 1
Talk Title: "Exploring Robustness and Efficiency through Spike-based Machine Intelligence"
Talk Title: "Exploring Robustness and Efficiency through Spike-based Machine Intelligence"
Talk Title: "Nanotechnology-Inspired AI Hardware for Learning and Inference"
Talk Title: "Nanotechnology-Inspired AI Hardware for Learning and Inference"
Lunch & Break: 11:40am - 12:40pm PST
Lunch & Break: 11:40am - 12:40pm PST
Session 2
Session 2
Talk Title: "AHA: An Agile Approach to Compiler-Accelerator Co-Design with Coarse-Grained Reconfigurable Arrays for Image Processing and Machine Learning Application"
Talk Title: "AHA: An Agile Approach to Compiler-Accelerator Co-Design with Coarse-Grained Reconfigurable Arrays for Image Processing and Machine Learning Application"
Talk Title: "Efficient Deep Learning via Quantization and HW-SW Co-Design"
Talk Title: "Efficient Deep Learning via Quantization and HW-SW Co-Design"
Talk Title: "Demystifying Map-Space Exploration for Deep Learning Accelerators"
Talk Title: "Demystifying Map-Space Exploration for Deep Learning Accelerators"
Break: 2:20pm - 2:25pm PST
Break: 2:20pm - 2:25pm PST
Session 3
Session 3
Talk Title: "Towards Flexible Resource-Efficient Fine-Tuning"
Talk Title: "Towards Flexible Resource-Efficient Fine-Tuning"
Talk Title: "When Intelligence Moves to the Low Power Autonomous Systems"
Talk Title: "When Intelligence Moves to the Low Power Autonomous Systems"
Talk Title: "Towards a Benchmark for Automotive Computing"
Talk Title: "Towards a Benchmark for Automotive Computing"
Break: 4:10pm - 4:20pm PST
Break: 4:10pm - 4:20pm PST
Keynote Talk 2
Keynote Talk 2
Talk Title: "Why Isn't There More Learning on the Edge?"
Talk Title: "Why Isn't There More Learning on the Edge?"
Closing Remarks
Closing Remarks
Page updated
Report abuse