OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Networks is 54. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Deep learning on image denoising: An overview	612
A survey on modern trainable activation functions	246
Speaker recognition based on deep learning: An overview	211
Exploiting dynamic spatio-temporal graph convolutional neural networks for citywide traffic flows prediction	206
Interpolation consistency training for semi-supervised learning	182
Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network	179
Deep learning, reinforcement learning, and world models	175
Improved recurrent neural network-based manipulator control with remote center of motion constraints: Experimental results	175
Convergence of the RMSProp deep learning method with penalty for nonconvex optimization	116
MGLNN: Semi-supervised learning via Multiple Graph Cooperative Learning Neural Networks	112
A comprehensive study of class incremental learning algorithms for visual tasks	108
FPGAN: Face de-identification method with generative adversarial networks for social robots	106
Adversarial text-to-image synthesis: A review	104
Bifurcations in a fractional-order BAM neural network with four different delays	101
Multi-scale Attention Convolutional Neural Network for time series classification	100
Observer-based adaptive neural tracking control for a class of nonlinear systems with prescribed performance and input dead-zone constraints	93
Necessary conditions for STDP-based pattern recognition learning in a memristive spiking neural network	92
High-dimensional dynamics of generalization error in neural networks	89
Working Memory Connections for LSTM	85
Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences	85
Intermittent control for finite-time synchronization of fractional-order complex networks	83
SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems	81
An EEG channel selection method for motor imagery based brain–computer interface and neurofeedback using Granger causality	81
Periodic event-triggered adaptive tracking control design for nonlinear discrete-time systems via reinforcement learning	80
Residual wide-kernel deep convolutional auto-encoder for intelligent rotating machinery fault diagnosis with limited samples	77

MGAT: Multi-view Graph Attention Networks	77
Continual learning for recurrent neural networks: An empirical evaluation	73
Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research	71
Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementation	69
UTRAD: Anomaly detection and localization with U-Transformer	68
Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition	67
Quantization Friendly MobileNet (QF-MobileNet) Architecture for Vision Based Applications on Embedded Platforms	67
Bifurcations in a fractional-order neural network with multiple leakage delays	66
Cardinality-constrained portfolio selection based on collaborative neurodynamic optimization	65
CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems	65
Image super-resolution with an enhanced group convolutional neural network	63
Learning interaction dynamics with an interactive LSTM for conversational sentiment analysis	63
Real-time gun detection in CCTV: An open problem	62
On the approximation of functions by tanh neural networks	61
Emotional EEG classification using connectivity features and convolutional neural networks	61
GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images	61
A fractional gradient descent algorithm robust to the initial weights of multilayer perceptron	60
Predefined-time synchronization of competitive neural networks	60
Unsupervised feature selection via adaptive autoencoder with redundancy control	60
Deep ANC: A deep learning approach to active noise control	59
Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare	59
Dual Global Enhanced Transformer for image captioning	59
Transformers for modeling physical systems	57
Bipartite synchronization of signed networks via aperiodically intermittent control based on discrete-time state observations	57
Low-rank tensor constrained co-regularized multi-view spectral clustering	56
Optimizing Deeper Spiking Neural Networks for Dynamic Vision Sensing	55
MonkeyNet: A robust deep convolutional neural network for monkeypox disease detection and classification	54
Neural network approximation: Three hidden layers are enough	54
Semi-dilated convolutional neural networks for epileptic seizure prediction	54