Ph.D. Proposal Oral Exam - Kwondo Ma

Event Details
  • Date/Time:
    • Thursday November 17, 2022
      9:00 am - 11:00 am
  • Location: https://gatech.zoom.us/j/99780725281?pwd=dWFFaHRBS2ROSTVtWnM3dUdCRG5WZz09&from=addon
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Summaries

Summary Sentence: Error Resilient and Adaptive Deep Learning Systems

Full Summary: No summary paragraph submitted.

Title:  Error Resilient and Adaptive Deep Learning Systems

Committee: 

Dr. Chatterjee, Advisor  

Dr. Aghazadeh, Chair

Dr. Hao

Abstract: The objective of proposed research is to develop error resilience and adaptive deep learning systems on various Artificial Neural Networks (ANNs) architecture and applications. This objective is motivated by accompanying errors and hardware failures of such deep learning systems due to its rapid growth of implementation on real world applications. These errors and hardware failures can be induced by permanent faults, transient faults, and parametric variations in both digital system-level and analog circuit-level. Key focuses are dedicated error detection and mitigation methodologies for faults and parametric variations considering architecture of network and characteristics of implemented hardware.

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ECE Ph.D. Proposal Oral Exams

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Public
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Other/Miscellaneous
Keywords
Phd proposal, graduate students
Status
  • Created By: Daniela Staiculescu
  • Workflow Status: Published
  • Created On: Nov 13, 2022 - 3:48pm
  • Last Updated: Nov 13, 2022 - 3:48pm