GoldenEye: A Platform for Evaluating Emerging Numerical Data Formats in DNN Accelerators
Conference Talk, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN),
Talks and presentations
See a map of all the places I've given a talk!
Towards Scalable and Specialized Application Error Analysis
Invited Talk, DePaul University CDM Research Colloquium,
Optimizing Selective Protection for CNN Resilience
Conference Talk, International Symposium on Software Reliability Engineering (ISSRE),
Video
PyTorchFI: A Runtime Perturbation Tool for DNNs
Workshop Talk, Workshop on Dependable and Secure Machine Learning (DSML),
Feature Map Vulnerability Evaluation in CNNs
Workshop Talk, First Workshop on Secure and Resilient Autonomy,
Minotaur: Adapting Software Testing Techniques for Hardware Errors
Invited Poster Presentation, 7th Annual Heidelberg Laureate Forum (HLF), Heidelberg, Germany
PyTorchFI: Application-Driven Reliability for DNNs
Tool Demonstration, Center for Application Driving Architectures (ADA), Ann Arbor, MI, USA
Minotaur: Adapting Software Testing Techniques for Hardware Errors
Conference Talk, ASPLOS '19, Providence, RI, USA
Optimizing Software-Directed Instruction Replication for GPU Error Detection
Conference Talk, SC '18, Dallas, TX, USA
Software Testing Techniques for Hardware Resiliency Analysis
Invited talk, TECHCON, Austin, TX, USA
Invited talk at TECHCON, an annual SRC sponsored conference.
Approxilyzer Demo
Tool demonstration, Center for Future Architecture (CFAR), Ann Arbor, MI, USA
Approxilyzer: Towards A Systematic Framework for Instruction-Level Approximate Computing and its Application to Hardware Resiliency
Poster Presentation, MICRO '16, Taipei, Taiwan
Parallel Architecture Optimization for Threaded Applications
Senior Thesis Defense, ELE Department, Princeton, NJ, USA
Senior Thesis Advisor: Dr. David Wentzlaff
Photonic Implementation of Bio-Inspired Jamming Avoidance Response Architecture
Poster Presentation, MIRTHE REU, Princeton, NJ, USA