Events, Tutorials and Keynotes

• FINN tutorial at FPL’24 (3rd September 2024)
• FINN tutorial at FPL’23 (4th September 2023)
• FINN tutorial at FPL’22 (2nd September 2022)
• FINN tutorial, March 2021 (24th March 2021)
• FINN tutorial at FPGA’21 (28th Feb 2021)
• DAMON’2019 keynote: Performance Scaling with Innovative Compute Architectures and FPGAs
• Future of AI’2019 keynote: Future of AI: Unconventional Compute Architectures
• BigData Belfast’2018 talk: Unconventional Compute Architectures for Enabling the Roll-Out of Deep Learning
• CLUSTER’2018 keynote: Unconventional Compute Architectures with Reconfigurable Devices in the Cloud
• RCML’2018 invited talk: The Emerging Computational Landscape of Neural Networks
• HotChips’2018 ML tutorial: Overview of Deep Learning and Computer Architectures for Accelerating DNNs
  • Video
• ASAP’2018 keynote: Design Trade-offs for Machine Learning Solutions on Reconfigurable Devices
• ARC’2018 keynote: Scalable Machine Learning with Reconfigurable Devices
• FPGA’2018 tutorial: Training Quantized Neural Networks
• MPSoC 2017 talk: A Framework for Reduced Precision Neural Networks on FPGAs
• TCD 2017 guest lecture on ML: Machine Learning for Embedded Systems (Video)
• QPYNQ’2017 tutorial: Quantized Neural Networks with Xilinx PYNQ