Long short-term memory self-adapting online random forests for evolving data stream regression
Publication date: Available online 18 May 2021Source: NeurocomputingAuthor(s): Yuan Zhong, Hongyu Yang, Yanci Zhang, Ping Li, Cheng Ren (Source: Neurocomputing)
Source: Neurocomputing - May 20, 2021 Category: Neuroscience Source Type: research

Semantic adaptation network for unsupervised domain adaptation
Publication date: Available online 18 May 2021Source: NeurocomputingAuthor(s): Qiang Zhou, Wen'an Zhou, Shirui Wang (Source: Neurocomputing)
Source: Neurocomputing - May 20, 2021 Category: Neuroscience Source Type: research

A Switched View of Retinex: Deep Self-Regularized Low-Light Image Enhancement
Publication date: Available online 18 May 2021Source: NeurocomputingAuthor(s): Zhuqing Jiang, Haotian Li, Liangjie Liu, Aidong Men, Haiying Wang (Source: Neurocomputing)
Source: Neurocomputing - May 20, 2021 Category: Neuroscience Source Type: research

Erase then grow: Generating correct class activation maps for weakly-supervised semantic segmentation
Publication date: 17 September 2021Source: Neurocomputing, Volume 453Author(s): Yanwen Chong, Xiaoshu Chen, Yulong Tao, Shaoming Pan (Source: Neurocomputing)
Source: Neurocomputing - May 18, 2021 Category: Neuroscience Source Type: research

Multi-source propagation aware network clustering☆
Publication date: 17 September 2021Source: Neurocomputing, Volume 453Author(s): Tiantian He, Yew-Soon Ong, Pengwei Hu (Source: Neurocomputing)
Source: Neurocomputing - May 18, 2021 Category: Neuroscience Source Type: research

DeepSDM: Boundary-aware Pneumothorax Segmentation in Chest X-Ray Images
Publication date: Available online 15 May 2021Source: NeurocomputingAuthor(s): Yunpeng Wang, Kang Wang, Xueqing Peng, Lili Shi, Jing Sun, Shibao Zheng, Fei Shan, Weiya Shi, Lei Liu (Source: Neurocomputing)
Source: Neurocomputing - May 17, 2021 Category: Neuroscience Source Type: research

Special issue: Advanced Intelligent Computing Theory and Applications in Big Data Era
Publication date: Available online 14 May 2021Source: NeurocomputingAuthor(s): Qinhu Zhang, Vitoantonio Bevilacqua, De-Shuang Huang (Source: Neurocomputing)
Source: Neurocomputing - May 14, 2021 Category: Neuroscience Source Type: research

Robustness-aware 2-bit quantization with real-time performance for neural network
Publication date: Available online 14 May 2021Source: NeurocomputingAuthor(s): Xiaobin Li, Hongxu Jiang, Runhua Zhang, Fangzheng Tian, Shuangxi Huang, Donghuan Xu (Source: Neurocomputing)
Source: Neurocomputing - May 14, 2021 Category: Neuroscience Source Type: research

Small variation in dynamic functional connectivity in cerebellar networks
Publication date: Available online 13 May 2021Source: NeurocomputingAuthor(s): Izaro Fernandez-Iriondo, Antonio Jimenez-Marin, Ibai Diez, Paolo Bonifazi, Stephan P. Swinnen, Miguel A. Muñoz, Jesus M. Cortes (Source: Neurocomputing)
Source: Neurocomputing - May 13, 2021 Category: Neuroscience Source Type: research

Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions
Publication date: Available online 13 May 2021Source: NeurocomputingAuthor(s): I. Apicella, D.M. Busiello, S. Scarpetta, S. Suweis (Source: Neurocomputing)
Source: Neurocomputing - May 13, 2021 Category: Neuroscience Source Type: research

The effect of noise on the synchronization dynamics of the Kuramoto model on a large human connectome graph
Publication date: Available online 13 May 2021Source: NeurocomputingAuthor(s): Géza Ódor, Jeffrey Kelling, Gustavo Deco (Source: Neurocomputing)
Source: Neurocomputing - May 13, 2021 Category: Neuroscience Source Type: research

Special Issue on Emergent Effects in Stochastic Neural Networks with Application to Learning and Information Processing Containing a selection of extended papers from the 15th Granada Seminar, Spain, September 2019
Publication date: Available online 13 May 2021Source: NeurocomputingAuthor(s): Joaquín J. Torres, Miguel A. Muñoz, Jesús M. Cortés, Jorge F. Mejías (Source: Neurocomputing)
Source: Neurocomputing - May 13, 2021 Category: Neuroscience Source Type: research

Characterization of interval variability in the sequential activity of a central pattern generator model
Publication date: Available online 13 May 2021Source: NeurocomputingAuthor(s): Alicia Garrido-Peña, Irene Elices, Pablo Varona (Source: Neurocomputing)
Source: Neurocomputing - May 13, 2021 Category: Neuroscience Source Type: research

Unveiling the role of plasticity rules in reservoir computing
Publication date: Available online 13 May 2021Source: NeurocomputingAuthor(s): Guillermo B. Morales, Claudio R. Mirasso, Miguel C. Soriano (Source: Neurocomputing)
Source: Neurocomputing - May 13, 2021 Category: Neuroscience Source Type: research

Learning continuous-time working memory tasks with on-policy neural reinforcement learning
Publication date: Available online 13 May 2021Source: NeurocomputingAuthor(s): Davide Zambrano, Pieter R. Roelfsema, Sander Bohte (Source: Neurocomputing)
Source: Neurocomputing - May 13, 2021 Category: Neuroscience Source Type: research