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A novel computing architect in ubiquitous electric IoT


A Survey of Algorithmic and Hardware Optimization Techniques for Vision Convolutional Neural Networks on FPGAs

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Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware


Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements

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Open-Source Heterogeneous Constrained Edge-Computing Platform for Smart Grid Measurements


SNAP: An Efficient Sparse Neural Acceleration Processor for Unstructured Sparse Deep Neural Network Inference


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Complexity analysis and hardware implementation of extensible modulo addition for lightweight block cipher in Internet of Things (IOT)


Dynamic Inference Approach Based on Rules Engine in Intelligent Edge Computing for Building Environment Control

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On the Reliability Assessment of Artificial Neural Networks Running on AI-Oriented MPSoCs


Weak sub-network pruning for strong and efficient neural networks.

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On Machine-Learning Morphological Image Operators


Object Detection under Constrained Hardware Scenarios: A Comparative Study of Reduced Convolutional Network Architectures

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Compact Bit-Parallel Systolic Multiplier Over GF(2m)


RT-CASEs: Container-Based Virtualization for Temporally Separated Mixed-Criticality Task Sets


Charge Based Power Side-Channel Attack Methodology for an Adiabatic Cipher



Optimal Power Management for Energy Harvesting Systems with A Backup Power Source



Resilient Collision-tolerant Navigation in Confined Environments



Considerations in the Deployment of Machine Learning Algorithms on Spaceflight Hardware



HFP: Hardware-Aware Filter Pruning for Deep Convolutional Neural Networks Acceleration



Learning-Based Bias Correction for Time Difference of Arrival Ultra-Wideband Localization of Resource-Constrained Mobile Robots



Real-Time Human Pose Estimation on a Smart Walker using Convolutional Neural Networks



Spiking networks for improved cognitive abilities of edge computing devices



Visual Place Recognition for Aerial Robotics: Exploring Accuracy-Computation Trade-off for Local Image Descriptors



Real-time proximal gradient method for embedded linear MPC



Low-precision CNN Model Quantization based on Optimal Scaling Factor Estimation



Exploiting Weight-Level Sparsity in Channel Pruning with Low-Rank Approximation



Clock Frequency Impact on the Performance of High-Security Cryptographic Cipher Suites for Energy-Efficient Resource-Constrained IoT Devices †



Data-Flow Graph Mapping Optimization for CGRA With Deep Reinforcement Learning



A Quality Attribute-based Evaluation of Time-series Databases for Edge-centric Architectures


Constrained Hardware 제한된 하드웨어


Constrained Hardware 제한된 하드웨어
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