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National Science Foundation

Cyber-Physical Systems Virtual Organization

Fostering collaboration among CPS professionals in academia, government, and industry

CPS-VO

Deep Neural Network accelerator

biblio

Visible to the public Entropy-Based Modeling for Estimating Adversarial Bit-flip Attack Impact on Binarized Neural Network

Submitted by grigby1 on Fri, 11/18/2022 - 5:44pm
  • neural network resiliency
  • statistical model
  • Deep Neural Network accelerator
  • bit-flip attack
  • White-Box attack
  • black-box attack
  • image classification
  • Sensitivity
  • network topology
  • Topology
  • Resiliency
  • resilience
  • pubcrawl
  • Neural networks
  • security
  • machine learning
biblio

Visible to the public Networks-on-Chip based Deep Neural Networks Accelerators for IoT Edge Devices

Submitted by grigby1 on Fri, 05/15/2020 - 12:45pm
  • low-power electronics
  • system-on-chip
  • Space exploration
  • resource-constrained embedded devices
  • performance evaluation
  • On-chip communication
  • NoC-based deep neural network accelerators
  • Neurons
  • neural chips
  • network-on-chip
  • network routing
  • memory size
  • Memory management
  • Measurement
  • massive parallel cores
  • network on chip security
  • IoT edge devices
  • Internet of Things
  • integrated circuit design
  • Energy analysis
  • Design Space Exploration
  • deep neural network inferences
  • Deep Neural Network accelerator
  • circuit optimisation
  • Artificial Neural Networks
  • Metrics
  • Resiliency
  • resilience
  • Scalability

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