QUTE: Quantifying Uncertainty in TinyML models with Early-exit-assisted ensembles
Talk/Poster, University of British Columbia, TrustML Workshop , Vancouver, Canada
Talks and presentations
Improving battery-life in ultra-low-power devices using early-exit networks
Talk, University of British Columbia, ECE Research Day , Vancouver, Canada
T-RecX: Tiny-Resource Efficient Convolutional neural networks with early-eXit
Conference talk, International Conference on Computing Frontiers (CF23) , Bologna, Emilia-Romagna, Italy
Accelerating edge machine learning algorithms on low-cost FPGAs
Talk, NSERC COHESA, Annual General meeting , Vancouver, Canada
MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications
Conference Talk, International Conference on Field-Programmable Logic and Applications (FPL) , Dresden University of Technology
Software and Firmware co-development using high-level synthesis
Conference Talk, Topical Workshop on Electronics for Particle Physics (TWEPP) , Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
Endcap Muon Trigger firmware and software co-development using Vivado HLS
Invited Talk, European Organization for Nuclear Research (CERN), Geneva, Switzerland
High-level synthesis for CMS Endcap Muon Trackfinder
Invited Talk, Fermi National Accelerator Laboratory, Batavia IL, United States
Boosting productivity of FPGA-firmware developement for CMS Endcap Muon Level-1 Trigger
Talk, Center for High-performance and Reconfigurable Computing Annual Workshop , Kennedy Space Center, NASA, United States
Systolic Array Based SGEMM on Arria10 FPGAs
Talk/Demo, International Conference for High Performance Computing, Networking, Storage, and Analysis , Austin TX, United States