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IEEE Transactions on Neural Networks and Learning Systems

Journal Title

  • IEEE Transactions on Neural Networks and Learning Systems

ISSN

  • E 2162-2388 | P 2162-237X | 2162-237X | 2162-2388

Publisher

  • IEEE Computational Intelligence Society
  • IEEE

Listed on(Coverage)

JCR2012-2019
SJR1999-2019
CiteScore2013-2019
SCI2012-2019
SCIE2012-2021
CC2016-2021
SCOPUS2017-2020
MEDLINE2016-2021
EMBASE2016-2020

Active

  • Active

    based on the information

    • SCOPUS:2020-10

Country

  • USA

Aime & Scopes

  • IEEE Transactions on Neural Networks and Learning Systems publishes technical articles that deal with the theory, design, and applications of neural networks and related learning systems. Emphasis will be given to artificial neural networks and learning systems.

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Article List

1 - 20 out of 27 results.

SCIESCOPUS
A Plug-in Method for Representation Factorization in Connectionist Models

Yoon, J.S.; Roh, M.; Suk, H.

ArticleIssue Date2022CitationIEEE Transactions on Neural Networks and Learning Systems, v.33, no.8, pp.3792 - 3803PublisherInstitute of Electrical and Electronics Engineers Inc.
SCIESCOPUS
Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks

Bang, Ji-Seon; Lee, Min-Ho; Fazli, Siamac; Guan, Cuntai; Lee, Seong-Whan

ArticleIssue Date2022CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.33, no.7, pp.3038 - 3049PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Simple Yet Effective Way for Improving the Performance of GAN

Yeo, Y.; Shin, Y.; Park, S.; Ko, S.

ArticleIssue Date2022CitationIEEE Transactions on Neural Networks and Learning Systems, v.33, no.4, pp.1811 - 1818PublisherInstitute of Electrical and Electronics Engineers Inc.
SCIESCOPUS
Uncertainty-Aware Portfolio Management With Risk-Sensitive Multiagent Network

Park, Kidon; Jung, Hong-Gyu; Eom, Tae-San; Lee, Seong-Whan

ArticleIssue Date2022CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMSPublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction

Jun, E.; Mulyadi, A.W.; Choi, J.; Suk, H.

ArticleIssue Date2021CitationIEEE Transactions on Neural Networks and Learning Systems, v.32, no.9, pp.4052 - 4062PublisherInstitute of Electrical and Electronics Engineers Inc.
SCIESCOPUS
Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints

Sattler, Felix; Mueller, Klaus-Robert; Samek, Wojciech

ArticleIssue Date2021CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.32, no.8, pp.3710 - 3722PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Gain-Scheduled Finite-Time Synchronization for Reaction-Diffusion Memristive Neural Networks Subject to Inconsistent Markov Chains

Song, Xiaona; Man, Jingtao; Song, Shuai; Ahn, Choon Ki

ArticleIssue Date2021CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.32, no.7, pp.2952 - 2964PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Reinforcement Learning-Based Optimal Tracking Control of an Unknown Unmanned Surface Vehicle

Wang, Ning; Gao, Ying; Zhao, Hong; Ahn, Choon Ki

ArticleIssue Date2021CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.32, no.7, pp.3034 - 3045PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Exploiting Retraining-Based Mixed-Precision Quantization for Low-Cost DNN Accelerator Design

Kim, Nahsung; Shin, Dongyeob; Choi, Wonseok; Kim, Geonho; Park, Jongsun

ArticleIssue Date2021CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.32, no.7, pp.2925 - 2938PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
PEPSI++: Fast and Lightweight Network for Image Inpainting

Shin, Y.-G.; Sagong, M.-C.; Yeo, Y.-J.; Kim, S.-W.; Ko, S.-J.

ArticleIssue Date2021CitationIEEE Transactions on Neural Networks and Learning Systems, v.32, no.1, pp.252 - 265PublisherInstitute of Electrical and Electronics Engineers Inc.
SCIESCOPUS
Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI

Jeon, Eunjin; Ko, Wonjun; Yoon, Jee Seok; Suk, Heung-Il

ArticleIssue Date2021CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMSPublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Few-Shot Learning With Geometric Constraints

Jung, Hong-Gyu; Lee, Seong-Whan

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.31, no.11, pp.4660 - 4672PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Subject-Independent Brain-Computer Interfaces Based on Deep Convolutional Neural Networks

Kwon, O-Yeon; Lee, Min-Ho; Guan, Cuntai; Lee, Seong-Whan

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.31, no.10, pp.3839 - 3852PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data

Sattler, Felix; Wiedemann, Simon; Mueller, Klaus-Robert; Samek, Wojciech

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.31, no.9, pp.3400 - 3413PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Optimizing for Measure of Performance in Max-Margin Parsing

Bauer, Alexander; Nakajima, Shinichi; Goernitz, Nico; Mueller, Klaus-Robert

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.31, no.7, pp.2680 - 2684PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Compact and Computationally Efficient Representation of Deep Neural Networks

Wiedemann, Simon; Mueller, Klaus-Robert; Samek, Wojciech

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.31, no.3, pp.772 - 785PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis

Shi, Yinghuan; Suk, Heung-Il; Gao, Yang; Lee, Seong-Whan; Shen, Dinggang

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.31, no.1, pp.186 - 200PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
STRAINet: Spatially Varying sTochastic Residual AdversarIal Networks for MRI Pelvic Organ Segmentation

Nie, Dong; Wang, Li; Gao, Yaozong; Lian, Jun; Shen, Dinggang

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.30, no.5, pp.1552 - 1564PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Robust Stabilization of Delayed Neural Networks: Dissipativity-Learning Approach

Saravanakumar, Ramasamy; Kang, Hyung Soo; Alm, Choon Ki; Su, Xiaojie; Karimi, Hamid Reza

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.30, no.3, pp.913 - 922PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Finite-Time Passivity-Based Stability Criteria for Delayed Discrete-Time Neural Networks via New Weighted Summation Inequalities

Saravanakumar, Ramasamy; Stojanovic, Sreten B.; Radosavljevic, Damnjan D.; Ahn, Choon Ki; Karimi, Hamid Reza

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.30, no.1, pp.58 - 71PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
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