Cognitive Computation

Guest Editorial: Trends in Reservoir Computing

Simone Scardapane, Claudio Gallicchio, Alessio Micheli, Miguel C. Soriano

A Reservoir Computing Approach to Word Sense Disambiguation

Kiril Simov, Petia Koprinkova-Hristova, Alexander Popov, Petya Osenova

• Open Access

Limitations of the Recall Capabilities in Delay-Based Reservoir Computing Systems

Felix Köster, Dominik Ehlert, Kathy Lüdge

• Open Access

Echo State Networks and Long Short-Term Memory for Continuous Gesture Recognition: a Comparative Study

Doreen Jirak, Stephan Tietz, Hassan Ali, Stefan Wermter

Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems

R. Martínez-Peña, J. Nokkala, G. L. Giorgi, R. Zambrini, M. C. Soriano

Bayesian Optimisation of Large-scale Photonic Reservoir Computers

Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani

Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications

Alejandro Morán, Vincent Canals, Fabio Galan-Prado, Christian F. Frasser, Dhinakar Radhakrishnan, Saeid Safavi, Josep L. Rosselló

Efficient Implementations of Echo State Network Cross-Validation

Mantas Lukoševičius, Arnas Uselis

Latent Space Exploration and Functionalization of a Gated Working Memory Model Using Conceptors

Anthony Strock, Nicolas P. Rougier, Xavier Hinaut

Improving Whale Optimization Algorithm with Elite Strategy and Its Application to Engineering-Design and Cloud Task Scheduling Problems

Sanjoy Chakraborty, Apu Kumar Saha, Amit Chhabra

Two-way Concept-Cognitive Learning with Multi-source Fuzzy Context

Xiaoyan Zhang, Doudou Guo, Weihua Xu

• Open Access

NILRNN: A Neocortex-Inspired Locally Recurrent Neural Network for Unsupervised Feature Learning in Sequential Data

Franz A. Van-Horenbeke, Angelika Peer

BrainNet with Connectivity Attention for Individualized Predictions Based on Multi-Facet Connections Extracted from Resting-State fMRI Data

Hao Ma, Fan Wu, Yun Guan, Le Xu, Jiangcong Liu, Lixia Tian

• Original Article

Tensorized Anchor Graph Learning for Large-scale Multi-view Clustering

Jian Dai, Zhenwen Ren, Yunzhi Luo, Hong Song, Jian Yang

• Original Article

Enhanced Quantum-Secure Ensemble Intrusion Detection Techniques for Cloud Based on Deep Learning

Dilli Babu Salvakkam, Vijayalakshmi Saravanan, Praphula Kumar Jain, Rajendra Pamula

• Open Access
• Original Article

Cognitive Phenomenology Neuroscience and Computation

Neyla Sfeir, Igor Aleksander

• Open Access
• Original Article

A Hebbian Model to Account for Musical Expertise Differences in a Working Memory Task

Lucas Lörch, Benoît Lemaire, Sophie Portrat

• Original Article

Vehicle Re-Identification by Separating Representative Spatial Features

Wei Zhou, Jiawei Lian, Shunzhi Zhu, Yun Wu, Da-Han Wang

• Original Article

Haptic Recognition of Texture Surfaces Using Semi-Supervised Feature Learning Based on Sparse Representation

Zhiyu Shao, Jiatong Bao, Jingwei Li, Hongru Tang

Deep Heuristic Evolutionary Regression Model Based on the Fusion of BiGRU and BiLSTM

Lixiang Xu, Wei Xu, Qingzhe Cui, Mengying Li, Bin Luo, Yuanyan Tang

Improving Coronary Heart Disease Prediction Through Machine Learning and an Innovative Data Augmentation Technique

Abdulrakeeb M. Al-Ssulami, Randh S. Alsorori, Aqil M. Azmi, Hatim Aboalsamh

An Interpretable Neuro-symbolic Model for Raven’s Progressive Matrices Reasoning

Shukuo Zhao, Hongzhi You, Ru-Yuan Zhang, Bailu Si, Zonglei Zhen, Xiaohong Wan, Da-Hui Wang

Few-Shot Object Detection with Weight Imprinting

Dingtian Yan, Jitao Huang, Hai Sun, Fuqiang Ding

Image Retrieval Using Object Semantic Aggregation Histogram

Fen Lu, Guang-Hai Liu

Deep Learning Based Traffic Prediction Method for Digital Twin Network

Junyu Lai, Zhiyong Chen, Junhong Zhu, Wanyi Ma, Lianqiang Gan, Siyu Xie, Gun Li