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DNNExplorer: a framework for modeling and exploring a novel paradigm of FPGA-based DNN accelerator

2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2020, p.1-9

2020

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Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural Networks

2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2020, p.681-697

2020

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Learning-Based Edge-Device Collaborative DNN Inference in IoVT Networks

IEEE internet of things journal, 2024-03, Vol.11 (5), p.1-1

2024

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Robust and Large-Payload DNN Watermarking via Fixed, Distribution-Optimized, Weights

IEEE transactions on dependable and secure computing, 2024-07, p.1-17

2024

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Supporting Deep Neural Network Safety Analysis and Retraining Through Heatmap-Based Unsupervised Learning

IEEE transactions on reliability, 2021-12, Vol.70 (4), p.1641-1657

2021

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Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

IEEE transactions on pattern analysis and machine intelligence, 2024-07, Vol.PP, p.1-13

2024

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Distributed Deep Neural Networks Over the Cloud, the Edge and End Devices

2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS), 2017, p.328-339

2017

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Aspect extraction for opinion mining with a deep convolutional neural network

Knowledge-based systems, 2016-09, Vol.108, p.42-49

2016

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Simulator-based Explanation and Debugging of Hazard-triggering Events in DNN-based Safety-critical Systems

ACM transactions on software engineering and methodology, 2023-05, Vol.32 (4), p.1-47, Article 104

2023

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An adaptive DNN inference acceleration framework with end–edge–cloud collaborative computing

Future generation computer systems, 2023-03, Vol.140, p.422-435

2023

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Retrieval of total precipitable water from INSAT-3D Imager observations using deep neural network

Advances in space research, 2024-09

2024

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Peningkatan Deep Neural Network pada Kasus Prediksi Diabetes Menggunakan PSO

Techno. Com, 2023-11, Vol.22 (4), p.882-892

2023

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An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks

ACM transactions on software engineering and methodology, 2022-07, Vol.31 (3), p.1-40, Article 53

2022

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Improving Cluster Utilization through Adaptive Resource Management for DNN and CPU Jobs Co-location

IEEE transactions on computers, 2023-08, p.1-14

2023

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Diagnosis and detection of infected tissue of COVID-19 patients based on lung x-ray image using convolutional neural network approaches

Chaos, solitons and fractals, 2020-11, Vol.140, p.110170-110170, Article 110170

2020

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A novel classification method combining phase-field and DNN

Pattern recognition, 2023-10, Vol.142, p.109723, Article 109723

2023

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Curriculum learning based approach for noise robust language identification using DNN with attention

Expert systems with applications, 2018-11, Vol.110, p.290-297

2018

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Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs

IEEE transactions on computers, 2024-10, p.1-8

2024

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Joint multi-user DNN partitioning and task offloading in mobile edge computing

Ad hoc networks, 2023-05, Vol.144, p.103156, Article 103156

2023

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Research on the Overview of Image Processing Architecture of Computer Based Deep Neural Network Accelerator

Journal of physics. Conference series, 2021-11, Vol.2074 (1), p.12010

2021

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Refined U-net: A new semantic technique on hand segmentation

Neurocomputing (Amsterdam), 2022-07, Vol.495, p.1-10

2022

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Lightweight deep neural network from scratch

Applied intelligence (Dordrecht, Netherlands), 2023-08, Vol.53 (15), p.18868-18886

2023

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Evaluating DNN and LSTM nonlinear compensators for enhanced performance in DCO-OFDM system

Journal of optical communications, 2024-01

2024

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Deep Architectures for Image Compression: A Critical Review

Signal processing, 2022-02, Vol.191, p.108346, Article 108346

2022

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Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks

Computers in industry, 2023-01, Vol.144, p.103801, Article 103801

2023

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DNNExplorer: a framework for modeling and exploring a novel paradigm of FPGA-based DNN accelerator

Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural Networks

Learning-Based Edge-Device Collaborative DNN Inference in IoVT Networks

Robust and Large-Payload DNN Watermarking via Fixed, Distribution-Optimized, Weights

Supporting Deep Neural Network Safety Analysis and Retraining Through Heatmap-Based Unsupervised Learning

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Distributed Deep Neural Networks Over the Cloud, the Edge and End Devices

Aspect extraction for opinion mining with a deep convolutional neural network

Simulator-based Explanation and Debugging of Hazard-triggering Events in DNN-based Safety-critical Systems

An adaptive DNN inference acceleration framework with end–edge–cloud collaborative computing

Retrieval of total precipitable water from INSAT-3D Imager observations using deep neural network

Peningkatan Deep Neural Network pada Kasus Prediksi Diabetes Menggunakan PSO

An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks

Improving Cluster Utilization through Adaptive Resource Management for DNN and CPU Jobs Co-location

Diagnosis and detection of infected tissue of COVID-19 patients based on lung x-ray image using convolutional neural network approaches

A novel classification method combining phase-field and DNN

Curriculum learning based approach for noise robust language identification using DNN with attention

Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs

Joint multi-user DNN partitioning and task offloading in mobile edge computing

Research on the Overview of Image Processing Architecture of Computer Based Deep Neural Network Accelerator

Refined U-net: A new semantic technique on hand segmentation

Lightweight deep neural network from scratch

Evaluating DNN and LSTM nonlinear compensators for enhanced performance in DCO-OFDM system

Deep Architectures for Image Compression: A Critical Review

Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks

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