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Frontiers in Computational Neuroscience, Volume 15
Volume 15, 2021
- Kaare B. Mikkelsen, Yousef Rezaei Tabar, Christian Bech Christensen, Preben Kidmose
:
EEGs Vary Less Between Lab and Home Locations Than They Do Between People. 565244 - Erick Olivares
A Neuromechanical Model of Multiple Network Rhythmic Pattern Generators for Forward Locomotion in C. elegans. 572339 - Fabian Schubert
Local Homeostatic Regulation of the Spectral Radius of Echo-State Networks. 587721 - Chris McNorgan:
The Connectivity Fingerprints of Highly-Skilled and Disordered Reading Persist Across Cognitive Domains. 590093 - Yifan Dai, Hideaki Yamamoto
Computational Efficiency of a Modular Reservoir Network for Image Recognition. 594337 - William H. Alexander, Thilo Womelsdorf:
Interactions of Medial and Lateral Prefrontal Cortex in Hierarchical Predictive Coding. 605271 - Kristine Heiney
Criticality, Connectivity, and Neural Disorder: A Multifaceted Approach to Neural Computation. 611183 - Hongjian Fang, Yi Zeng, Feifei Zhao:
Brain Inspired Sequences Production by Spiking Neural Networks With Reward-Modulated STDP. 612041 - Chuncheng Zhang, Shuang Qiu, Shengpei Wang, Huiguang He
Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data. 619508 - Taicheng Huang, Zonglei Zhen, Jia Liu
Semantic Relatedness Emerges in Deep Convolutional Neural Networks Designed for Object Recognition. 625804 - Bruno Golosio
Fast Simulations of Highly-Connected Spiking Cortical Models Using GPUs. 627620 - Cesar Hernandez Reyes, Shumpei Fukushima, Shunsuke Shigaki, Daisuke Kurabayashi, Takeshi Sakurai, Ryohei Kanzaki, Hideki Sezutsu
Identification of Exploration and Exploitation Balance in the Silkmoth Olfactory Search Behavior by Information-Theoretic Modeling. 629380 - Konstantin Butenko, Rüdiger Köhling, Ursula van Rienen:
Numerical Study on Electrode Design for Rodent Deep Brain Stimulation With Implantations Cranial to Targeted Nuclei. 631188 - Yufeng Zheng, Jun Huang, Tianwen Chen, Yang Ou
Transfer of Learning in the Convolutional Neural Networks on Classifying Geometric Shapes Based on Local or Global Invariants. 637144 - Ian Cone
Behavioral Time Scale Plasticity of Place Fields: Mathematical Analysis. 640235 - Parth Natekar, Avinash Kori, Ganapathy Krishnamurthi:
Corrigendum: Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis. 651959 - Philipp Weidel, Renato C. Duarte
Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks. 543872 - Rosalind E. Mott
Regional Neurodegeneration in vitro: The Protective Role of Neural Activity. 580107 - Rafatul Faria, Jan Kaiser
Hardware Design for Autonomous Bayesian Networks. 584797 - Jinhua Tian
Multidimensional Face Representation in a Deep Convolutional Neural Network Reveals the Mechanism Underlying AI Racism. 620281 - Chris Olteanu, Forough Habibollahi
Effects of Several Classes of Voltage-Gated Ion Channel Conductances on Gamma and Theta Oscillations in a Hippocampal Microcircuit Model. 630271 - Giordana Florimbi, Emanuele Torti
Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer. 630795 - Xinchun Zhou, Ningning Ma, Benseng Song, Zhixi Wu, Guangyao Liu, Liwei Liu, Lianchun Yu, Jianfeng Feng:
Optimal Organization of Functional Connectivity Networks for Segregation and Integration With Large-Scale Critical Dynamics in Human Brains. 641335 - Taeyoon Kim
Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update. 646125 - Lei Deng
Editorial: Understanding and Bridging the Gap Between Neuromorphic Computing and Machine Learning. 665662 - Hae-Jeong Park
A Computational Framework for Controlling the Self-Restorative Brain Based on the Free Energy and Degeneracy Principles. 590019 - Louis Kang
Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System. 616748 - Brian Gardner, André Grüning:
Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks. 617862 - Paolo Gabriel Cachi, Sebastián Ventura, Krzysztof J. Cios:
CRBA: A Competitive Rate-Based Algorithm Based on Competitive Spiking Neural Networks. 627567 - Qiu-Sheng Huang, Hui Wei:
A Computational Model of Working Memory Based on Spike-Timing-Dependent Plasticity. 630999 - Erik D. Fagerholm
Neural Systems Under Change of Scale. 643148 - Edmund T. Rolls
A Neuroscience Levels of Explanation Approach to the Mind and the Brain. 649679 - Ahmed M. Abdelhameed
A Deep Learning Approach for Automatic Seizure Detection in Children With Epilepsy. 650050 - Fahad Almuqhim, Fahad Saeed:
ASD-SAENet: A Sparse Autoencoder, and Deep-Neural Network Model for Detecting Autism Spectrum Disorder (ASD) Using fMRI Data. 654315 - Paulo R. Protachevicz, Matheus Hansen
Emergence of Neuronal Synchronisation in Coupled Areas. 663408 - Dipayan Biswas, Sooryakiran Pallikkulath, V. Srinivasa Chakravarthy:
A Complex-Valued Oscillatory Neural Network for Storage and Retrieval of Multidimensional Aperiodic Signals. 551111 - Yehuda Roth:
QLCA and Entangled States as Single-Neuron Activity Generators. 600075 - Shuihan Qiu, Kaijia Sun, Zengru Di:
Collective Dynamics of Neural Networks With Sleep-Related Biological Drives in Drosophila. 616193 - Shan Xu, Yiyuan Zhang, Zonglei Zhen, Jia Liu
The Face Module Emerged in a Deep Convolutional Neural Network Selectively Deprived of Face Experience. 626259 - Jimmy Gammell, Sonia M. Buckley, Sae Woo Nam, Adam N. McCaughan:
Layer-Skipping Connections Improve the Effectiveness of Equilibrium Propagation on Layered Networks. 627357 - William H. Nesse, Zahra Bahmani
Differential Contributions of Inhibitory Subnetwork to Visual Cortical Modulations Identified via Computational Model of Working Memory. 632730 - Udaya Bhaskar Rongala
A Non-spiking Neuron Model With Dynamic Leak to Avoid Instability in Recurrent Networks. 656401 - Guillaume Debat, Tushar Chauhan, Benoit Cottereau, Timothée Masquelier
Event-Based Trajectory Prediction Using Spiking Neural Networks. 658764 - Qi Wang, Siwei Chen, He Wang, Luzeng Chen, Yongan Sun, Guiying Yan:
Predicting Brain Regions Related to Alzheimer's Disease Based on Global Feature. 659838 - Reem Khalil
Developmental Changes in Pyramidal Cell Morphology in Multiple Visual Cortical Areas Using Cluster Analysis. 667696 - Saman Sargolzaei
Can Deep Learning Hit a Moving Target? A Scoping Review of Its Role to Study Neurological Disorders in Children. 670489 - Grace W. Lindsay:
Corrigendum: Attention in Psychology, Neuroscience, and Machine Learning. 698574 - Quan Yuan
Dynamics Analysis of Firing Patterns in Pre-Bötzinger Complex Neurons Model. 591037 - Yuan Zeng, Zubayer Ibne Ferdous, Weixiang Zhang, Mufan Xu, Anlan Yu, Drew Patel, Valentin Post, Xiaochen Guo, Yevgeny Berdichevsky
Understanding the Impact of Neural Variations and Random Connections on Inference. 612937 - Rimjhim Tomar, Lubomir Kostal
Variability and Randomness of the Instantaneous Firing Rate. 620410 - Bhadra S. Kumar
A Network Architecture for Bidirectional Neurovascular Coupling in Rat Whisker Barrel Cortex. 638700 - Keming Chen, Yangtao Jiang, Zhanxiong Wu, Nenggan Zheng, Haochuan Wang, Hui Hong:
HTsort: Enabling Fast and Accurate Spike Sorting on Multi-Electrode Arrays. 657151 - Juan C. Laria, David Delgado-Gómez, Inmaculada Peñuelas-Calvo
Accurate Prediction of Children's ADHD Severity Using Family Burden Information: A Neural Lasso Approach. 674028 - Qianyi Cao, Noah Parks, Joshua H. Goldwyn:
Dynamics of the Auditory Continuity Illusion. 676637 - Qiang Li, M. Brandon Westover, Rui Zhang, Catherine Jean Chu
Computational Evidence for a Competitive Thalamocortical Model of Spikes and Spindle Activity in Rolandic Epilepsy. 680549 - Ruben Schoeters
Double Two-State Opsin Model With Autonomous Parameter Inference. 688331 - Shirin Dora, Sander M. Bohté, Cyriel M. A. Pennartz
Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy. 666131 - Martino Dazzi, Abu Sebastian
Accelerating Inference of Convolutional Neural Networks Using In-memory Computing. 674154 - Katie Spoon, Hsinyu Tsai, An Chen, Malte J. Rasch, Stefano Ambrogio, Charles Mackin
Toward Software-Equivalent Accuracy on Transformer-Based Deep Neural Networks With Analog Memory Devices. 675741 - Ian D. Jordan, Piotr Aleksander Sokól
Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems. 678158 - Dongwei Chen, Rui Miao, Zhao-Yong Deng, Na Han, Chunjian Deng:
Sparse Granger Causality Analysis Model Based on Sensors Correlation for Emotion Recognition Classification in Electroencephalography. 684373 - Eduardo Pérez-Valero, Miguel A. Vaquero-Blasco, Miguel Angel Lopez-Gordo
Quantitative Assessment of Stress Through EEG During a Virtual Reality Stress-Relax Session. 684423 - Edmund T. Rolls
Learning Invariant Object and Spatial View Representations in the Brain Using Slow Unsupervised Learning. 686239 - Carlos Coronel-Oliveros, Samy Castro, Rodrigo Cofré, Patricio Orio
Structural Features of the Human Connectome That Facilitate the Switching of Brain Dynamics via Noradrenergic Neuromodulation. 687075 - Kosuke Okada, Isamu Motoyoshi:
Human Texture Vision as Multi-Order Spectral Analysis. 692334 - Eddy Kwessi:
Discrete Dynamics of Dynamic Neural Fields. 699658 - Edmund T. Rolls
Mind Causality: A Computational Neuroscience Approach. 706505 - Yiying Song, Si Wu, Ke Zhou, Jia Liu
Editorial: Cognitive NeuroIntelligence. 718518 - Aditi Anand
Quantifying the Brain Predictivity of Artificial Neural Networks With Nonlinear Response Mapping. 609721 - Yuhang Cai, Tianyi Wu, Louis Tao, Zhuocheng Xiao:
Model Reduction Captures Stochastic Gamma Oscillations on Low-Dimensional Manifolds. 678688 - Zygmunt Pizlo, J. Acácio de Barros:
The Concept of Symmetry and the Theory of Perception. 681162 - Thanh-Tung Trinh, Chia-Fen Tsai, Yu-Tsung Hsiao, Chun-Ying Lee, Chien-Te Wu
Identifying Individuals With Mild Cognitive Impairment Using Working Memory-Induced Intra-Subject Variability of Resting-State EEGs. 700467 - Fabian Schubert, Claudius Gros:
Nonlinear Dendritic Coincidence Detection for Supervised Learning. 718020 - Sou Nobukawa, Nobuhiko Wagatsuma, Haruhiko Nishimura, Hirotaka Doho, Tetsuya Takahashi:
An Approach for Stabilizing Abnormal Neural Activity in ADHD Using Chaotic Resonance. 726641 - Daya Shankar Gupta, Andreas Bahmer:
Editorial: Understanding the Importance of Temporal Coupling of Neural Activities in Information Processing Underlying Action and Perception. 729296 - Laura Tomaz Da Silva, Nathalia Bianchini Esper
Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data. 594659 - Hina Shaheen, Sundeep Singh, Roderick N. V. Melnik:
A Neuron-Glial Model of Exosomal Release in the Onset and Progression of Alzheimer's Disease. 653097 - Duy-Tan J. Pham, Gene J. Yu, Jean-Marie C. Bouteiller
Bridging Hierarchies in Multi-Scale Models of Neural Systems: Look-Up Tables Enable Computationally Efficient Simulations of Non-linear Synaptic Dynamics. 733155 - (Withdrawn) Cerebral Microbleed Detection via Convolutional Neural Network and Extreme Learning Machine. 738885
- Ziyi Gong
A Plane-Dependent Model of 3D Grid Cells for Representing Both 2D and 3D Spaces Under Various Navigation Modes. 739515 - Haoran Liu, Ying Zhang, Yujun Li, Xiangyi Kong:
Review on Emotion Recognition Based on Electroencephalography. 758212 - Cristian Camardella
How Many Muscles? Optimal Muscles Set Search for Optimizing Myocontrol Performance. 668579 - Xuan Chen, Xiaopeng Yuan, Gaoming Fu
Effective Plug-Ins for Reducing Inference-Latency of Spiking Convolutional Neural Networks During Inference Phase. 697469 - Nadia Youssef, Shasha Xiao
Functional Brain Networks in Mild Cognitive Impairment Based on Resting Electroencephalography Signals. 698386 - Yuxuan Liu, Qianyi Li
Short-Term Plasticity Regulates Both Divisive Normalization and Adaptive Responses in Drosophila Olfactory System. 730431 - Chenggang Song, Weidong Zhao, Hong Jiang, Xiaoju Liu, Yumei Duan, Xiaodong Yu, Xi Yu, Jian Zhang, Jingyue Kui, Chang Liu, Yiqian Tang:
Stability Evaluation of Brain Changes in Parkinson's Disease Based on Machine Learning. 735991 - Pangyu Joo
Network Model With Reduced Metabolic Rate Predicts Spatial Synchrony of Neuronal Activity. 738362 - Leijun Ye, Chunhe Li:
Quantifying the Landscape of Decision Making From Spiking Neural Networks. 740601 - Yanling An, Shaohai Hu, Xiaoying Duan, Ling Zhao, Caiyun Xie, Yingying Zhao:
Electroencephalogram Emotion Recognition Based on 3D Feature Fusion and Convolutional Autoencoder. 743426 - Runze Hu, Rui Yang, Yutao Liu, Xiu Li:
Simulation and Mitigation of the Wrap-Around Artifact in the MRI Image. 746549 - Peng Ding, Fawang Wang, Siyu Li, Wei Zhang, Hongquan Li, Zhuang-fei Chen, Lei Zhao, Anmin Gong, Yunfa Fu:
Monitoring and Evaluation of Emotion Regulation by Aerobic Exercise and Motor Imagery Based on Functional Near-Infrared Spectroscopy. 759360 - Lin Chen, Saijun Gong, Xiaoyu Shi, Mingsheng Shang:
Dynamical Conventional Neural Network Channel Pruning by Genetic Wavelet Channel Search for Image Classification. 760554 - XiaoLi Yang, RuiXi Zhang, ZhongKui Sun, Jürgen Kurths:
Controlling Alzheimer's Disease Through the Deep Brain Stimulation to Thalamic Relay Cells. 636770 - Wenbo Liu, Ming Li, Xiaobing Zou, Bhiksha Raj:
Discriminative Dictionary Learning for Autism Spectrum Disorder Identification. 662401 - Federico Bertoni, Noemi Montobbio
Emergence of Lie Symmetries in Functional Architectures Learned by CNNs. 694505 - Hideyoshi Yanagisawa
Free-Energy Model of Emotion Potential: Modeling Arousal Potential as Information Content Induced by Complexity and Novelty. 698252 - Mikhail Lipin, Jean Bennett, Gui-Shuang Ying, Yinxi Yu, Manzar Ashtari:
Improving the Quantification of the Lateral Geniculate Nucleus in Magnetic Resonance Imaging Using a Novel 3D-Edge Enhancement Technique. 708866 - Srinivas Ravishankar, Mariya Toneva
Single-Trial MEG Data Can Be Denoised Through Cross-Subject Predictive Modeling. 737324 - Lina Zhao, Yunying Wang, Zengzheng Ge, Huadong Zhu, Yi Li:
Mechanical Learning for Prediction of Sepsis-Associated Encephalopathy. 739265 - Hristofor Lukanov, Peter König, Gordon Pipa:
Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision. 746204 - Suguru Wakita, Taiki Orima, Isamu Motoyoshi:
Photorealistic Reconstruction of Visual Texture From EEG Signals. 754587 - Nam Heon Kim, Dong Won Yang, Seong Hye Choi, Seung Wan Kang:
Machine Learning to Predict Brain Amyloid Pathology in Pre-dementia Alzheimer's Disease Using QEEG Features and Genetic Algorithm Heuristic. 755499 - Alexandra M. Reardon, Kaiming Li, Xiaoping Hu:
Improving Between-Group Effect Size for Multi-Site Functional Connectivity Data via Site-Wise De-Meaning. 762781 - Jianting Fu, Shizhou Cao, Linqin Cai
Finger Gesture Recognition Using Sensing and Classification of Surface Electromyography Signals With High-Precision Wireless Surface Electromyography Sensors. 770692 - Umesh Kumar Verma, G. Ambika:
Emergent Dynamics and Spatio Temporal Patterns on Multiplex Neuronal Networks. 774969 - Shanshan Huang, Xinyin Wu, Linlin Zhang, Jianming Wu, Yi He, Manlin Lai, Jiaqi Xu, Zhenzhou Li:
Assessment of Carotid Plaque Stability Using Contrast-Enhanced Ultrasound and Its Correlation With the Expression of CD147 and MMP-9 in the Plaque. 778946 - Chun-Shu Wei
Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding. 791129 - Guangcheng Bao, Bin Yan, Li Tong, Jun Shu, Linyuan Wang, Kai Yang, Ying Zeng:
Data Augmentation for EEG-Based Emotion Recognition Using Generative Adversarial Networks. 723843 - Claudius Gros:
Emotions as Abstract Evaluation Criteria in Biological and Artificial Intelligences. 726247 - Tomoki Kurikawa
Multiple-Timescale Neural Networks: Generation of History-Dependent Sequences and Inference Through Autonomous Bifurcations. 743537 - Sandeep Sathyanandan Nair, Vignayanandam Ravindernath Muddapu, V. Srinivasa Chakravarthy:
A Multiscale, Systems-Level, Neuropharmacological Model of Cortico-Basal Ganglia System for Arm Reaching Under Normal, Parkinsonian, and Levodopa Medication Conditions. 756881 - Ali Nasr, Keaton A. Inkol, Sydney Bell, John McPhee:
InverseMuscleNET: Alternative Machine Learning Solution to Static Optimization and Inverse Muscle Modeling. 759489 - Seyed Hani Hojjati, Abbas Babajani-Feremi:
Prediction and Modeling of Neuropsychological Scores in Alzheimer's Disease Using Multimodal Neuroimaging Data and Artificial Neural Networks. 769982 - Hengjin Ke
Interpretation of Frequency Channel-Based CNN on Depression Identification. 773147 - Yanan Bai, Quanliang Liu, Wenyuan Wu, Yong Feng:
cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU. 799977 - Ankur Gupta, Rohini Bansal, Hany Alashwal, Anil Safak Kacar, Fuat Balci, Ahmed A. Moustafa:
Neural Substrates of the Drift-Diffusion Model in Brain Disorders. 678232 - Aia Haruvi, Ronen Kopito, Noa Brande-Eilat, Shai Kalev, Eitan Kay, Daniel Furman:
Measuring and Modeling the Effect of Audio on Human Focus in Everyday Environments Using Brain-Computer Interface Technology. 760561 - Chunli Meng, Ping An, Xinpeng Huang, Chao Yang, Yilei Chen:
Image Quality Evaluation of Light Field Image Based on Macro-Pixels and Focus Stack. 768021 - Simon Arvin
Short- and Long-Range Connections Differentially Modulate the Dynamics and State of Small-World Networks. 783474 - Tokio Katakura, Mikihiro Yoshida, Haruki Hisano, Hajime Mushiake, Kazuhiro Sakamoto:
Reinforcement Learning Model With Dynamic State Space Tested on Target Search Tasks for Monkeys: Self-Determination of Previous States Based on Experience Saturation and Decision Uniqueness. 784592 - Meera Srikrishna, Rolf A. Heckemann, Joana B. Pereira
Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT. 785244 - (Withdrawn) Deep Learning for Autism Diagnosis and Facial Analysis in Children. 789998
- Caglar Cakan, Cristiana Dimulescu, Liliia Khakimova, Daniela Obst, Agnes Flöel, Klaus Obermayer:
Spatiotemporal Patterns of Adaptation-Induced Slow Oscillations in a Whole-Brain Model of Slow-Wave Sleep. 800101 - Tian Wang, Ye Wang
Predicting Spike Features of Hodgkin-Huxley-Type Neurons With Simple Artificial Neural Network. 800875 - Zhanglei Ouyang, Shujun Zhao, Zhaoping Cheng
Dynamic PET Imaging Using Dual Texture Features. 819840 - Thomas Nowotny, Sacha J. van Albada, Jean-Marc Fellous, Julie S. Haas, Renaud B. Jolivet
Editorial: Advances in Computational Neuroscience. 824899 - Meili Zhu, Qingqing Wang, Jianglin Luo:
Emotion Recognition Based on Dynamic Energy Features Using a Bi-LSTM Network. 741086 - Shaobing Gao, Xiao Liu:
Explaining Orientation Adaptation in V1 by Updating the State of a Spatial Model. 759254 - Chengcheng Huang, Yuan Jian, Qin Xiao:
Research and Application of Fine-Grained Image Classification Based on Small Collar Dataset. 766284 - Yiwen Ding, Ye Wang
A Simplified Plasticity Model Based on Synaptic Tagging and Capture Theory: Simplified STC. 798418
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