MP8b.10

Real-time on-device inference for ECG classification of ventricular dysfunction

Antonio Mendoza, Cindy Nguyen, Joseph Cavallaro, Rice University, United States
Session:
MP8b: Architectures and Implementation Advances Poster
Track:
Architectures and Implementation
Location:
Merrill Hall
Presentation Time:
Mon, 27 Oct, 10:15 - 11:55 PT (UTC -7)
Presentation
Discussion
Resources
No resources available.
Session MP8b
MP8b.1: Enhancing Embedded Systems with Rust: Migrating TivaWare for Safer and More Efficient Development
Guoping Wang, Purdue University Fort Wayne, United States
MP8b.2: Semi-Automatic Compile-Time Math Intrinsic Optimization Using LLVM
Kristalys Ruiz-Rohena, Christoph Lauter, Shirley Moore, University of Texas at El Paso, United States
MP8b.3: Exploring the Limits of High-Throughput Wideband Digital Signal Processing on AMD Versal AI Engines and Programmable Logic: Insights from a Polyphase Filter Bank Deployment
Simone Acciarito, Gian Carlo Cardarilli, Luca Di Nunzio, Riccardo La Cesa, Marco Re, Sergio Spanò, Cristian Valenti, Tor Vergata University of Rome, Italy
MP8b.4: Finite Word-Length Effects for Symmetric Matrix Inversion with Vector-Based Algorithms
Olle Hansson, Jose Nunez-Yanez, Oscar Gustafsson, Linköping University, Sweden
MP8b.5: Reconfigurable vs. Specialized Architectures for Wireless Baseband Processing: A Spatial Array Perspective
Ishaan Shivhare, Ali Rasteh, Sundeep Rangan, Brandon Reagen, New York University, United States
MP8b.6: Exact Eight-Bit Floating-Point Multiplication Using Integer Arithmetic
Theodor Lindberg, Oscar Gustafsson, Linköping University, Sweden
MP8b.7: Optimizing Internal Data Width in FFT Accelerators for Signal-to-Noise Ratio and Area Efficiency
Daniel Chevy, Bevan Baas, University of California, Davis, United States
MP8b.8: Enabling Physical AI at the Edge: Hardware-Accelerated Recovery of System Dynamics
Bin Xu, Ayan Banerjee, Sandeep Gupta, Arizona State University, United States
MP8b.9: Implementation and Analysis of Thermometer Encoding in DWN FPGA Accelerators
Michael Mecik, Martin Kumm, Hochschule Fulda, University of Applied Sciences, Germany
MP8b.10: Real-time on-device inference for ECG classification of ventricular dysfunction
Antonio Mendoza, Cindy Nguyen, Joseph Cavallaro, Rice University, United States
MP8b.11: Digital Annealing with Parallel Flip Dynamics
George Hutchinson, Tinish Bhattacharya, Dmitri Strukov, University of California Santa Barbara, United States
Contacts