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State-of-the-Art Approaches for Image Deconvolution Problems, including Modern Deep Learning Architectures

Micromachines (Basel), 2021-12, Vol.12 (12), p.1558

2021

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Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs

ACM transactions on architecture and code optimization, 2024-01, Vol.21 (1), p.1-26, Article 5

2024

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PyUUL provides an interface between biological structures and deep learning algorithms

Nature communications, 2022-02, Vol.13 (1), p.961-961, Article 961

2022

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Adversarial Networks for Scale Feature-Attention Spectral Image Reconstruction from a Single RGB

Sensors (Basel, Switzerland), 2020-04, Vol.20 (8), p.2426

2020

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CAPC: Packet-Based Network Service Classifier With Convolutional Autoencoder

IEEE access, 2020, Vol.8, p.218081-218094

2020

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Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability

IEEE access, 2020, Vol.8, p.123087-123097

2020

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MolPROP: Molecular Property prediction with multimodal language and graph fusion

Journal of cheminformatics, 2024-05, Vol.16 (1), p.56-56

2024

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DoGNet: A deep architecture for synapse detection in multiplexed fluorescence images

PLoS computational biology, 2019-05, Vol.15 (5), p.e1007012-e1007012

2019

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RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures

Gigascience, 2019-11, Vol.8 (11)

2019

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ECG scalogram classification with CNN micro-architectures

Research on biomedical engineering, 2022-06, Vol.38 (2), p.325-335

2022

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A multichannel optical computing architecture for advanced machine vision

Light, science & applications, 2022-08, Vol.11 (1), p.255-255, Article 255

2022

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Intelligent System for Estimation of the Spatial Position of Apples Based on YOLOv3 and Real Sense Depth Camera D415

Symmetry (Basel), 2022-01, Vol.14 (1), p.148

2022

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Automatic dementia screening and scoring by applying deep learning on clock-drawing tests

Scientific reports, 2020-11, Vol.10 (1), p.20854-20854, Article 20854

2020

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Application of Modern Urban Landscape Design Based on Machine Learning Model to Generate Plant Landscaping

Scientific programming, 2022, Vol.2022, p.1-7

2022

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A law of data separation in deep learning

Proceedings of the National Academy of Sciences - PNAS, 2023-09, Vol.120 (36), p.e2221704120-e2221704120

2023

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Applications of convolutional neural networks for the detection and classification of fungal rice diseases

IOP conference series. Earth and environmental science, 2021-03, Vol.699 (1), p.12020

2021

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CCNNet: a novel lightweight convolutional neural network and its application in traditional Chinese medicine recognition

Journal of big data, 2023-12, Vol.10 (1), p.114-21, Article 114

2023

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Resistive Crossbar-Aware Neural Network Design and Optimization

IEEE access, 2020, Vol.8, p.229066-229085

2020

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Reinvent 4: Modern AI–driven generative molecule design

Journal of cheminformatics, 2024-02, Vol.16 (1), p.20-20

2024

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Intelligent Automation Manufacturing for Betula Solid Timber Based on Machine Vision Detection and Optimization Grading System Applied to Building Materials

Forests, 2023-07, Vol.14 (7), p.1510

2023

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Emulating synaptic response in n- and p-channel MoS2 transistors by utilizing charge trapping dynamics

Scientific reports, 2020-07, Vol.10 (1), p.12178-12178, Article 12178

2020

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Kiñit classification in Ethiopian chants, Azmaris and modern music: A new dataset and CNN benchmark

PloS one, 2023-04, Vol.18 (4), p.e0284560-e0284560

2023

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ULO: An Underwater Light-Weight Object Detector for Edge Computing

Machines (Basel), 2022-08, Vol.10 (8), p.629

2022

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Neural network training with limited precision and asymmetric exponent

Journal of big data, 2022-05, Vol.9 (1), p.1-17, Article 63

2022

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Detection of Depression Severity Using Bengali Social Media Posts on Mental Health: Study Using Natural Language Processing Techniques

JMIR formative research, 2022-09, Vol.6 (9), p.e36118-e36118

2022

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State-of-the-Art Approaches for Image Deconvolution Problems, including Modern Deep Learning Architectures

Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs

PyUUL provides an interface between biological structures and deep learning algorithms

Adversarial Networks for Scale Feature-Attention Spectral Image Reconstruction from a Single RGB

CAPC: Packet-Based Network Service Classifier With Convolutional Autoencoder

Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability

MolPROP: Molecular Property prediction with multimodal language and graph fusion

DoGNet: A deep architecture for synapse detection in multiplexed fluorescence images

RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures

ECG scalogram classification with CNN micro-architectures

A multichannel optical computing architecture for advanced machine vision

Intelligent System for Estimation of the Spatial Position of Apples Based on YOLOv3 and Real Sense Depth Camera D415

Automatic dementia screening and scoring by applying deep learning on clock-drawing tests

Application of Modern Urban Landscape Design Based on Machine Learning Model to Generate Plant Landscaping

A law of data separation in deep learning

Applications of convolutional neural networks for the detection and classification of fungal rice diseases

CCNNet: a novel lightweight convolutional neural network and its application in traditional Chinese medicine recognition

Resistive Crossbar-Aware Neural Network Design and Optimization

Reinvent 4: Modern AI–driven generative molecule design

Intelligent Automation Manufacturing for Betula Solid Timber Based on Machine Vision Detection and Optimization Grading System Applied to Building Materials

Emulating synaptic response in n- and p-channel MoS2 transistors by utilizing charge trapping dynamics

Kiñit classification in Ethiopian chants, Azmaris and modern music: A new dataset and CNN benchmark

ULO: An Underwater Light-Weight Object Detector for Edge Computing

Neural network training with limited precision and asymmetric exponent

Detection of Depression Severity Using Bengali Social Media Posts on Mental Health: Study Using Natural Language Processing Techniques

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