KRR-CNN: kernels redundancy reduction in convolutional neural networks

Deep Convolutional Neural Network Architecture Design as a Bi-level Optimization Problem

(2021) Hassen Louati et al.   NEUROCOMPUTING

SVD-based redundancy removal in 1-D CNNs for acoustic scene classification

(2020) Arshdeep Singh et al.   PATTERN RECOGNITION LETTERS

Deep learning-based appearance features extraction for automated carp species identification

(2020) Ashkan Banan et al.   AQUACULTURAL ENGINEERING

Robust pruning for efficient CNNs

(2020) Hidenori Ide et al.   PATTERN RECOGNITION LETTERS

Deep learning in spatiotemporal cardiac imaging: A review of methodologies and clinical usability

(2020) Karen Andrea Lara Hernandez et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A kernel-based weight decorrelation for regularizing CNNs

(2020) Yanhong Zhang et al.   NEUROCOMPUTING

A deep learning framework for building energy consumption forecast

(2020) Nivethitha Somu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Application of Deep Learning to Cybersecurity: A Survey

(2019) Samaneh Mahdavifar et al.   NEUROCOMPUTING

CLU-CNNs: Object detection for medical images

(2019) Zhuoling Li et al.   NEUROCOMPUTING

A deep learning framework for time series classification using Relative Position Matrix and Convolutional Neural Network

(2019) Wei Chen et al.   NEUROCOMPUTING

Particle swarm optimization of deep neural networks architectures for image classification

(2019) Francisco Erivaldo Fernandes Junior et al.   Swarm and Evolutionary Computation

Transformed ℓ1 regularization for learning sparse deep neural networks

(2019) Rongrong Ma et al.   NEURAL NETWORKS

Optimization of deep convolutional neural network for large scale image retrieval

(2018) Cong Bai et al.   NEUROCOMPUTING

Mathematical mixed-integer programming for solving a new optimization model of selective image restoration: modelling and resolution by CHN and GA

(2018) Nour-eddine Joudar et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

AdaptAhead Optimization Algorithm for Learning Deep CNN Applied to MRI Segmentation

(2018) Farnaz Hoseini et al.   JOURNAL OF DIGITAL IMAGING

Recent Advances in Convolutional Neural Network Acceleration

(2018) Qianru Zhang et al.   NEUROCOMPUTING

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING