Preface
Support Vector Machine Histogram: New Analysis and Architecture Design Method of Deep Convolutional Neural Network
Feature Analysis of Unsupervised Learning for Multi-task Classification Using Convolutional Neural Network
Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning
Parallel Implementation of the Nonlinear Semi-NMF Based Alternating Optimization Method for Deep Neural Networks
Sparse Auto-encoder with Smoothed \(l_1\) Regularization
DropCircuit : A Modular Regularizer for Parallel Circuit Networks
Deep Learning and Preference Learning for Object Tracking: A Combined Approach
Unsupervised Video Hashing via Deep Neural Network
Model-Free Deep Inverse Reinforcement Learning by Logistic Regression
Content-Based Image Retrieval Using Iterative Search
Direction-of-Arrival Estimation of Ultra-Wideband Signals in Narrowband Interference Environment Based on Power Inversion and Complex-Valued Neural Networks
Gauge Neural Network with Z(2) Synaptic Variables: Phase Structure and Simulation of Learning and Recalling Patterns
Learning Algorithms for Quaternion-Valued Neural Networks
Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation
Evolutionary Multi-task Learning for Modular Knowledge Representation in Neural Networks
Hierarchical Tensor SOM Network for Multilevel–Multigroup Analysis
Words-In-Sequence Memory Formed by Eye Movement Sequences During Reading: A Network Model Based on Theta Phase Coding
Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback
Integrated Intelligent Method for Displacement Prediction in Underground Engineering
Finite-Time and Fixed-Time Stabilization Control of Delayed Memristive Neural Networks: Robust Analysis Technique
Passivity Analysis of Stochastic Memristor-Based Complex-Valued Recurrent Neural Networks with Mixed Time-Varying Delays
Passivity of Reaction–Diffusion Genetic Regulatory Networks with Time-Varying Delays
Single Multiplicative Neuron Model Artificial Neural Network with Autoregressive Coefficient for Time Series Modelling
Robust \(l_{2,1}\) Norm-Based Sparse Dictionary Coding Regularization of Homogenous and Heterogenous Graph Embeddings for Image Classifications
Further Improvement on Delay-Dependent Global Robust Exponential Stability for Delayed Cellular Neural Networks with Time-Varying Delays
Face Recognition Using Gabor-Based Feature Extraction and Feature Space Transformation Fusion Method for Single Image per Person Problem
Decentralized Event-Triggered Exponential Stability for Uncertain Delayed Genetic Regulatory Networks with Markov Jump Parameters and Distributed Delays
Heterogeneous Similarity Learning for More Practical Kinship Verification
A L-BFGS Based Learning Algorithm for Complex-Valued Feedforward Neural Networks
Local Bifurcation Analysis of a Fractional-Order Dynamic Model of Genetic Regulatory Networks with Delays
Stability Analysis of Anti-periodic Neutral Type SICNNs with D Operator
