A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks

Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems

(2021) Alexis Asseman et al.   ACM Journal on Emerging Technologies in Computing Systems

Evolutionary neural architecture search for remaining useful life prediction

(2021) Hyunho Mo et al.   APPLIED SOFT COMPUTING

Automatic Seizure Detection Using Fully Convolutional Nested LSTM

(2020) Yang Li et al.   International Journal of Neural Systems

EvoAAA: An evolutionary methodology for automated neural autoencoder architecture search

(2020) Francisco Charte et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

3D-Convolutional Neural Network with Generative Adversarial Network and Autoencoder for Robust Anomaly Detection in Video Surveillance

(2020) Wonsup Shin et al.   International Journal of Neural Systems

Hyperspectral Image Classification With Convolutional Neural Network and Active Learning

(2020) Xiangyong Cao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

(2020) Yanan Sun et al.   IEEE Transactions on Cybernetics

Lightweight Attention Convolutional Neural Network for Retinal Vessel Image Segmentation

(2020) Xiang Li et al.   IEEE Transactions on Industrial Informatics

Automatic pixel-level multiple damage detection of concrete structure using fully convolutional network

(2019) Shengyuan Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Alternative Diagnosis of Epilepsy in Children without Eileptiform Discharges Using Deep Convolutional Neural Networks

(2019) Lung-Chang Lin et al.   International Journal of Neural Systems

FEMa: a finite element machine for fast learning

(2019) Danilo R. Pereira et al.   NEURAL COMPUTING & APPLICATIONS

Scaled Subprofile Modeling and Convolutional Neural Networks for the Identification of Parkinson's Disease in 3D Nuclear Imaging Data

(2019) Octavio Martinez Manzanera et al.   International Journal of Neural Systems

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

(2019) Youqi Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A convolutional neural‐network‐based pedestrian counting model for various crowded scenes

(2019) Jie Shen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Convolutional sparse coding‐based deep random vector functional link network for distress classification of road structures

(2019) Keisuke Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Convolutional neural network-based wind-induced response estimation model for tall buildings

(2019) Byung Kwan Oh et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A dynamic ensemble learning algorithm for neural networks

(2019) Kazi Md. Rokibul Alam et al.   NEURAL COMPUTING & APPLICATIONS

Attentive and ensemble 3D dual path networks for pulmonary nodules classification

(2019) Hanliang Jiang et al.   NEUROCOMPUTING

Reachability Analysis of Neural Masses and Seizure Control Based on Combination Convolutional Neural Network

(2019) Zhen Ma   International Journal of Neural Systems

Automatic Seizure Detection Based on S-Transform and Deep Convolutional Neural Network

(2019) Guoyang Liu et al.   International Journal of Neural Systems

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

(2019) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolving Deep Convolutional Neural Networks for Image Classification

(2019) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Completely Automated CNN Architecture Design Based on Blocks

(2019) Yanan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems

Automated EEG-based screening of depression using deep convolutional neural network

(2018) U. Rajendra Acharya et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

GMM and CNN Hybrid Method for Short Utterance Speaker Recognition

(2018) Zheli Liu et al.   IEEE Transactions on Industrial Informatics

Neonatal Seizure Detection Using Deep Convolutional Neural Networks

(2018) Amir H. Ansari et al.   International Journal of Neural Systems

Parkinson's disease: Cause factors, measurable indicators, and early diagnosis

(2018) Shreya Bhat et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Enhanced probabilistic neural network with local decision circles: A robust classifier

(2018) Mehran Ahmadlou et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification

(2018) Yanan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems

Progressive preference articulation for decision making in multi-objective optimisation problems

(2017) Shahin Rostami et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Many-objective control optimization of high-rise building structures using replicator dynamics and neural dynamics model

(2017) Mariantonieta Gutierrez Soto et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A New Neural Dynamic Classification Algorithm

(2017) Mohammad Hossein Rafiei et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

(2017) U. Rajendra Acharya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Neuroevolution Approach to General Atari Game Playing

(2014) Matthew Hausknecht et al.   IEEE Transactions on Computational Intelligence and AI in Games

Cloud Based Emergency Health Care Information Service in India

(2012) N. Karthikeyan et al.   JOURNAL OF MEDICAL SYSTEMS

Evolving artificial neural network ensembles

(2008) Xin Yao et al.   IEEE Computational Intelligence Magazine