Recent Advances in Convolutional Neural Network Acceleration

Recent Advances in Convolutional Neural Network Acceleration

23 July 2018

ArXiv (abs)PDF HTML

Papers citing "Recent Advances in Convolutional Neural Network Acceleration"

19 / 19 papers shown

FPGA-based Acceleration for Convolutional Neural Networks: A Comprehensive Review

FPGA-based Acceleration for Convolutional Neural Networks: A Comprehensive Review

415

9

0

04 May 2025

Phasor-Driven Acceleration for FFT-based CNNs

Phasor-Driven Acceleration for FFT-based CNNs

Thangarajah Akilan

Mohammed Khalid

264

1

0

01 Jun 2024

Parallel Algorithms Align with Neural Execution

Parallel Algorithms Align with Neural ExecutionLOG IN (LOG IN), 2023

Valerie Engelmayer

Dobrik Georgiev

Petar Velickovic

455

11

0

08 Jul 2023

T-ADAF: Adaptive Data Augmentation Framework for Image Classification
Network based on Tensor T-product Operator

T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network based on Tensor T-product OperatorNeural Processing Letters (NPL), 2023

235

10

0

07 Jun 2023

A Novel Strategy for Improving Robustness in Computer Vision
Manufacturing Defect Detection

A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect Detection

192

6

0

16 May 2023

A new transformation for embedded convolutional neural network approach
toward real-time servo motor overload fault-detection

A new transformation for embedded convolutional neural network approach toward real-time servo motor overload fault-detection

Seyed Mohammad Hossein Abedy Nejad

148

2

0

08 Apr 2023

Dense-TNT: Efficient Vehicle Type Classification Neural Network Using
Satellite Imagery

Dense-TNT: Efficient Vehicle Type Classification Neural Network Using Satellite ImageryItalian National Conference on Sensors (INS), 2022

154

16

0

27 Sep 2022

Application of Neural Network in the Prediction of NOx Emissions from
Degrading Gas Turbine

Application of Neural Network in the Prediction of NOx Emissions from Degrading Gas Turbine

147

1

0

19 Sep 2022

Mixed X-Ray Image Separation for Artworks with Concealed Designs

Mixed X-Ray Image Separation for Artworks with Concealed DesignsIEEE Transactions on Image Processing (IEEE TIP), 2022

Ingrid Daubechies

Pier Luigi Dragotti

Miguel Rodigues

155

12

0

23 Jan 2022

Challenges and Solutions in DeepFakes

193

2

0

12 Sep 2021

Efficient Visual Recognition with Deep Neural Networks: A Survey on
Recent Advances and New Directions

Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New DirectionsMachine Intelligence Research (MIR), 2021

421

19

0

30 Aug 2021

Convolutional Neural Networks Demystified: A Matched Filtering
Perspective Based Tutorial

Convolutional Neural Networks Demystified: A Matched Filtering Perspective Based Tutorial

Ljubisa Stankovic

Danilo P. Mandic

280

37

0

26 Aug 2021

Accelerating deep neural networks for efficient scene understanding in
automotive cyber-physical systems

Accelerating deep neural networks for efficient scene understanding in automotive cyber-physical systemsIndustrial Cyber-Physical Systems (ICPS), 2021

Stavros Nousias

Erion-Vasilis M. Pikoulis

C. Mavrokefalidis

187

4

0

19 Jul 2021

A New Clustering-Based Technique for the Acceleration of Deep
Convolutional Networks

A New Clustering-Based Technique for the Acceleration of Deep Convolutional NetworksInternational Conference on Machine Learning and Applications (ICMLA), 2020

Erion-Vasilis M. Pikoulis

C. Mavrokefalidis

288

10

0

19 Jul 2021

BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive
States from EEG Recordings

BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG RecordingsAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2021

Krishna P. Miyapuram

212

20

0

12 Jun 2021

Pruning and Quantization for Deep Neural Network Acceleration: A Survey

Pruning and Quantization for Deep Neural Network Acceleration: A SurveyNeurocomputing (Neurocomputing), 2021

772

911

0

24 Jan 2021

Deep Learning Based Defect Detection for Solder Joints on Industrial
X-Ray Circuit Board Images

Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board ImagesInternational Conference on Industrial Informatics (INDIN), 2020

Chinthaka Gamanayake

Hirunima Jayasekaraand

Jenny Chen Ni Low

105

29

0

06 Aug 2020

PSDNet and DPDNet: Efficient channel expansion,
Depthwise-Pointwise-Depthwise Inverted Bottleneck Block

PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block

Ziyang Chen

207

6

0

03 Sep 2019

A Survey of the Recent Architectures of Deep Convolutional Neural
Networks

A Survey of the Recent Architectures of Deep Convolutional Neural Networks

Aqsa Saeed Qureshi

954

2,630

0

17 Jan 2019