Neural Information Processing

On a Fitting of a Heaviside Function by Deep ReLU Neural Networks

Pages 59-69

Hagiwara, Katsuyuki

Deep Tag Recommendation Based on Discrete Tensor Factorization

Pages 70-82

Ye, Wenwen (et al.)

Efficient Integer Vector Homomorphic Encryption Using Deep Learning for Neural Networks

Pages 83-95

Xie, Tianying (et al.)

DeepSIC: Deep Semantic Image Compression

Pages 96-106

Luo, Sihui (et al.)

Multi-stage Gradient Compression: Overcoming the Communication Bottleneck in Distributed Deep Learning

Pages 107-119

Lu, Qu (et al.)

Teach to Hash: A Deep Supervised Hashing Framework with Data Selection

Pages 120-129

Li, Xiang (et al.)

Multi-view Deep Gaussian Processes

Pages 130-139

Sun, Shiliang (et al.)

Deep Collaborative Filtering Combined with High-Level Feature Generation on Latent Factor Model

Pages 140-151

Li, Xu (et al.)

Data Imputation of Wind Turbine Using Generative Adversarial Nets with Deep Learning Models

Pages 152-161

Qu, Fuming (et al.)

A Deep Ensemble Network for Compressed Sensing MRI

Pages 162-171

Wu, Huafeng (et al.)

Deep Imitation Learning: The Impact of Depth on Policy Performance

Pages 172-181

Kebria, Parham M. (et al.)

Improving Deep Neural Network Performance with Kernelized Min-Max Objective

Pages 182-191

Yao, Kai (et al.)

Understanding Deep Neural Network by Filter Sensitive Area Generation Network

Pages 192-203

Qian, Yang (et al.)

Accelerating Deep Q Network by Weighting Experiences

Pages 204-213

Murakami, Kazuhiro (et al.)

Exploring Deep Learning Architectures Coupled with CRF Based Prediction for Slot-Filling

Pages 214-225

Saha, Tulika (et al.)

Domain Adaptation via Identical Distribution Across Models and Tasks

Pages 226-237

Wei, Xuhong (et al.)

A Pointer Network Based Deep Learning Algorithm for the Max-Cut Problem

Pages 238-248

Gu, Shenshen (et al.)

Multi-stream with Deep Convolutional Neural Networks for Human Action Recognition in Videos

Pages 251-262

Liu, Xiao (et al.)

Use 3D Convolutional Neural Network to Inspect Solder Ball Defects

Pages 263-274

Lin, Bing-Jhang (et al.)

User-Invariant Facial Animation with Convolutional Neural Network

Pages 275-283

Wang, Shuiquan (et al.)

An Approach for Feature Extraction and Diagnosis of Motor Rotor Bearing Based on Convolution Neural Network

Pages 284-296

Wang, Hao (et al.)

Gated Convolutional Networks for Commonsense Machine Comprehension

Pages 297-306

Chen, Wuya (et al.)

Cursive Scene Text Analysis by Deep Convolutional Linear Pyramids

Pages 307-318

Ahmed, Saad Bin (et al.)

Human Action Recognition with 3D Convolution Skip-Connections and RNNs

Pages 319-331

Song, Jiarong (et al.)

Convolutional Neural Network with Discriminant Criterion for Input of Each Neuron in Output Layer

Pages 332-339

Ide, Hidenori (et al.)

Proposal of Complex-Valued Convolutional Neural Networks for Similar Land-Shape Discovery in Interferometric Synthetic Aperture Radar

Pages 340-349

Sunaga, Yuki (et al.)

Feature Learning and Transfer Performance Prediction for Video Reinforcement Learning Tasks via a Siamese Convolutional Neural Network

Pages 350-361

Song, Jinhua (et al.)

Structured Sequence Modeling with Graph Convolutional Recurrent Networks

Pages 362-373

Seo, Youngjoo (et al.)

Part-Level Sketch Segmentation and Labeling Using Dual-CNN

Pages 374-384

Zhu, Xianyi (et al.)

RE-CNN: A Robust Convolutional Neural Networks for Image Recognition

Pages 385-393

Wang, Zhe (et al.)

MusicCNNs: A New Benchmark on Content-Based Music Recommendation

Pages 394-405

Zhong, Guoqiang (et al.)

Remote Sensing Image Segmentation by Combining Feature Enhanced with Fully Convolutional Network

Pages 406-415

Yu, Ruiguo (et al.)

A New LSTM Network Model Combining TextCNN

Pages 416-424

Sun, Xiao (et al.)

Self-inhibition Residual Convolutional Networks for Chinese Sentence Classification

Pages 425-436

Xiong, Mengting (et al.)

A Hybrid 2D and 3D Convolution Based Recurrent Network for Video-Based Person Re-identification

Pages 439-451

Cheng, Li (et al.)

Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling

Pages 452-462

Tran, Son N. (et al.)

Design of Synthesizing Multi-valued High-Capacity Auto-associative Memories Based on Complex-Valued Networks

Pages 463-475

Sha, Chunlin (et al.)

Analysis on the Occurrence of Tropical Cyclone in the South Pacific Region Using Recurrent Neural Network with LSTM

Pages 476-486

Sharma, Adarsh Karan (et al.)

Combining User-Based and Session-Based Recommendations with Recurrent Neural Networks

Pages 487-498

Phuong, Tu Minh (et al.)

EMD-Based Recurrent Neural Network with Adaptive Regrouping for Port Cargo Throughput Prediction

Pages 499-510

Li, Yan (et al.)

Enhancing the Recurrent Neural Networks with Positional Gates for Sentence Representation

Pages 511-521

Song, Yang (et al.)

A Visual Recognition Model Based on Hierarchical Feature Extraction and Multi-layer SNN

Pages 525-534

Xu, Xiaoliang (et al.)

Skewed and Long-Tailed Distributions of Spiking Activity in Coupled Network Modules with Log-Normal Synaptic Weight Distribution

Pages 535-544

Nobukawa, Sou (et al.)

Efficient Multi-spike Learning with Tempotron-Like LTP and PSD-Like LTD

Pages 545-554

Yu, Qiang (et al.)

A Ladder-Type Digital Spiking Neural Network

Pages 555-562

Uchida, Hiroaki (et al.)

The Effects of Feedback Signals Mediated by NMDA-Type Synapses for Modulating Border-Ownership Selective Neurons in Visual Cortex

Pages 563-570

Wagatsuma, Nobuhiko (et al.)

Modelling and Analysis of Temporal Gene Expression Data Using Spiking Neural Networks

Pages 571-581

Nandini, Durgesh (et al.)

A Gesture Recognition Method Based on Spiking Neural Networks for Cognition Development

Pages 582-593

Niu, Dong (et al.)

Delayed Feedback Reservoir Computing with VCSEL

Pages 594-602

Héroux, Jean Benoit (et al.)

Modeling the Respiratory Central Pattern Generator with Resonate-and-Fire Izhikevich-Neurons

Pages 603-615

Tolmachev, Pavel (et al.)

Proposal of Carrier-Wave Reservoir Computing

Pages 616-624

Hirose, Akira (et al.)

Spiking Neural Networks for Cancer Gene Expression Time Series Modelling and Analysis

Pages 625-634

Dray, Jack (et al.)

Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing

Pages 635-643

Yamane, Toshiyuki (et al.)