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ORCIDFrontiers in Computational Neuroscience, Volume 13
Volume 13, 2019
- Pierre E. Bonzon:
Symbolic Modeling of Asynchronous Neural Dynamics Reveals Potential Synchronous Roots for the Emergence of Awareness. 1 - Hideyoshi Yanagisawa
, Oto Kawamata, Kazutaka Ueda:
Modeling Emotions Associated With Novelty at Variable Uncertainty Levels: A Bayesian Approach. 2 - Sreya Banerjee, Walter J. Scheirer, Lei Li:
An Extreme Value Theory Model of Cross-Modal Sensory Information Integration in Modulation of Vertebrate Visual System Functions. 3 - Amedeo D'Angiulli, Peter Devenyi:
Retooling Computational Techniques for EEG-Based Neurocognitive Modeling of Children's Data, Validity and Prospects for Learning and Education. 4 - Patrick Krauss, Alexandra Zankl, Achim Schilling, Holger Schulze, Claus Metzner:
Analysis of Structure and Dynamics in Three-Neuron Motifs. 5 - Rui Zuo, Jing Wei, Xiaonan Li, Chunlin Li, Cui Zhao, Zhaohui Ren, Ying Liang, Xinling Geng, Chenxi Jiang, Xiaofeng Yang, Xu Zhang:
Automated Detection of High-Frequency Oscillations in Epilepsy Based on a Convolutional Neural Network. 6 - Dmitriy Lisitsyn, Udo A. Ernst:
Causally Investigating Cortical Dynamics and Signal Processing by Targeting Natural System Attractors With Precisely Timed (Electrical) Stimulation. 7 - Jimin Kim, William Leahy, Eli Shlizerman:
Neural Interactome: Interactive Simulation of a Neuronal System. 8 - Milan N. Parikh, Hailong Li, Lili He:
Enhancing Diagnosis of Autism With Optimized Machine Learning Models and Personal Characteristic Data. 9 - Takeaki Shimokawa, Akiko Nishio, Masa-aki Sato, Mitsuo Kawato, Hidehiko Komatsu:
Computational Model for Human 3D Shape Perception From a Single Specular Image. 10 - Evgeniy Bart, Jay Hegdé:
Editorial: Deep Learning in Biological, Computer, and Neuromorphic Systems. 11 - Marco Idiart, Aline Villavicencio, Boris Katz, César Rennó-Costa, John E. Lisman:
How the Brain Represents Language and Answers Questions? Using an AI System to Understand the Underlying Neurobiological Mechanisms. 12 - Manish N. Sreenivasa, Francisco J. Valero Cuevas, Matthew Tresch, Yoshihiko Nakamura, Alfred C. Schouten, Massimo Sartori:
Editorial: Neuromechanics and Control of Physical Behavior: From Experimental and Computational Formulations to Bio-inspired Technologies. 13 - MohammadReza Mohebbian, Hamid R. Marateb, Saeed Karimimehr, Miquel Angel Mañanas, Jernej Kranjec, Ales Holobar:
Non-invasive Decoding of the Motoneurons: A Guided Source Separation Method Based on Convolution Kernel Compensation With Clustered Initial Points. 14 - Hiroki Tanaka, Hiroki Watanabe, Hayato Maki, Sakriani Sakti, Satoshi Nakamura:
Electroencephalogram-Based Single-Trial Detection of Language Expectation Violations in Listening to Speech. 15 - Pietro Morasso, Taishin Nomura, Yasuyuki Suzuki, Jacopo Zenzeri:
Stabilization of a Cart Inverted Pendulum: Improving the Intermittent Feedback Strategy to Match the Limits of Human Performance. 16 - Kaia R. Lindberg, Edward T. Dougherty:
Location Specificity of Transcranial Electrical Stimulation on Neuronal Electrodynamics: A Mathematical Model of Ion Channel Gating Dynamics and Ionic Flux Due to Neurostimulation. 17 - Yali Amit:
Deep Learning With Asymmetric Connections and Hebbian Updates. 18 - Paulo R. Protachevicz, Fernando S. Borges, Ewandson Luiz Lameu, Peng Ji, Kelly C. Iarosz, Alexandre H. Kihara, Iberê L. Caldas, José D. Szezech Jr., Murilo S. Baptista, Elbert E. N. Macau, Chris G. Antonopoulos, Antonio M. Batista, Jürgen Kurths:
Bistable Firing Pattern in a Neural Network Model. 19 - Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova:
Spike Timing Neural Model of Motion Perception and Decision Making. 20 - Guohua Shen, Kshitij Dwivedi, Kei Majima, Tomoyasu Horikawa, Yukiyasu Kamitani:
End-to-End Deep Image Reconstruction From Human Brain Activity. 21 - Ana P. Millán, Joaquín J. Torres, Joaquín Marro:
How Memory Conforms to Brain Development. 22 - Reza Sharif Razavian, Borna Ghannadi, John McPhee:
On the Relationship Between Muscle Synergies and Redundant Degrees of Freedom in Musculoskeletal Systems. 23 - Miaoji Guo, Jing Jin, Yong Jiao, Xingyu Wang, Andrzej Cichocki:
Investigation of Visual Stimulus With Various Colors and the Layout for the Oddball Paradigm in Evoked Related Potential-Based Brain-Computer Interface. 24 - Marinho A. Lopes, Marc Goodfellow, John R. Terry:
A Model-Based Assessment of the Seizure Onset Zone Predictive Power to Inform the Epileptogenic Zone. 25 - Janne Lappalainen, Juliane Herpich, Christian Tetzlaff:
A Theoretical Framework to Derive Simple, Firing-Rate-Dependent Mathematical Models of Synaptic Plasticity. 26 - Tatsuya Daikoku:
Depth and the Uncertainty of Statistical Knowledge on Musical Creativity Fluctuate Over a Composer's Lifetime. 27 - Jordan D. Chambers, Diego Elgueda, Jonathan B. Fritz, Shihab A. Shamma, Anthony N. Burkitt, David B. Grayden:
Computational Neural Modeling of Auditory Cortical Receptive Fields. 28 - Lingling An, Yuanhong Tang, Quan Wang, Qingqi Pei, Ran Wei, Huiyuan Duan, Jian K. Liu:
Coding Capacity of Purkinje Cells With Different Schemes of Morphological Reduction. 29 - Salim M. H. Al-Wasity, Frank E. Pollick, Anna Sosnowska, Aleksandra Vuckovic:
Cortical Functional Domains Show Distinctive Oscillatory Dynamic in Bimanual and Mirror Visual Feedback Tasks. 30 - Hany Al Ashwal, Mohamed El Halaby, Jacob J. Crouse, Areeg Abdalla, Ahmed A. Moustafa:
The Application of Unsupervised Clustering Methods to Alzheimer's Disease. 31 - Vito Di Maio, Jean-Marie C. Bouteiller:
Editorial: Influence of Inter- and Intra-Synaptic Factors on Information Processing in the Brain. 32 - Jennifer Crodelle, Douglas Zhou, Gregor Kovacic, David Cai:
A Role for Electrotonic Coupling Between Cortical Pyramidal Cells. 33 - Aristeidis Tsitiridis, Cristina Conde, Beatriz Gomez Ayllon, Enrique Cabello:
Bio-Inspired Presentation Attack Detection for Face Biometrics. 34 - Alice Geminiani, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi:
Complex Electroresponsive Dynamics in Olivocerebellar Neurons Represented With Extended-Generalized Leaky Integrate and Fire Models. 35 - Stephen Grossberg:
The Embodied Brain of SOVEREIGN2: From Space-Variant Conscious Percepts During Visual Search and Navigation to Learning Invariant Object Categories and Cognitive-Emotional Plans for Acquiring Valued Goals. 36 - Qiang Li, Guangyuan Liu, Guangjie Yuan, Gaoyuan Wang, Zonghui Wu, Xingcong Zhao:
DC Shifts-fMRI: A Supplement to Event-Related fMRI. 37 - James Humble, Kazuhiro Hiratsuka, Haruo Kasai, Taro Toyoizumi:
Intrinsic Spine Dynamics Are Critical for Recurrent Network Learning in Models With and Without Autism Spectrum Disorder. 38 - Eric McVoy Dodds, Michael Robert DeWeese:
On the Sparse Structure of Natural Sounds and Natural Images: Similarities, Differences, and Implications for Neural Coding. 39 - Kanghoon Jung, Jaeseung Jeong, Jerald D. Kralik:
A Computational Model of Attention Control in Multi-Attribute, Context-Dependent Decision Making. 40 - Hui Wei, Yi-Fan Du:
A Temporal Signal-Processing Circuit Based on Spiking Neuron and Synaptic Learning. 41 - Andreu Paredes-Gallardo, Torsten Dau, Jeremy Marozeau:
Auditory Stream Segregation Can Be Modeled by Neural Competition in Cochlear Implant Listeners. 42 - Rodrigo Ramele, Ana Julia Villar, Juan Miguel Santos:
Histogram of Gradient Orientations of Signal Plots Applied to P300 Detection. 43 - Daniel E. Cahall, Ghulam Rasool, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh:
Inception Modules Enhance Brain Tumor Segmentation. 44 - Mohamad Khajezade, Sama Goliaei, Hadi Veisi:
A Game-Theoretical Network Formation Model for C. elegans Neural Network. 45 - Jakob Jordan, Philipp Weidel, Abigail Morrison:
A Closed-Loop Toolchain for Neural Network Simulations of Learning Autonomous Agents. 46 - Zhaohui Li, Mengyu Gao, Yongtian Wang:
The Orientation Selectivity of Spike-LFP Synchronization in Macaque V1 and V4. 47 - Alice Geminiani, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi:
Corrigendum: Complex Electroresponsive Dynamics in Olivocerebellar Neurons Represented With Extended-Generalized Leaky Integrate and Fire Models. 48 - Rodrigo C. Vergara, Sebastián Jaramillo-Riveri, Alejandro Luarte, Cristóbal Moënne-Loccoz, Rómulo Fuentes, Andrés Couve, Pedro Maldonado:
The Energy Homeostasis Principle: Neuronal Energy Regulation Drives Local Network Dynamics Generating Behavior. 49 - Daniel Naoumenko, Pulin Gong:
Complex Dynamics of Propagating Waves in a Two-Dimensional Neural Field. 50 - Tatyana S. Turova, Edmund T. Rolls:
Analysis of Biased Competition and Cooperation for Attention in the Cerebral Cortex. 51 - Donnie Kim, Nicholas Wang, Viswesh Ravikumar, D. R. Raghuram, Jinju Li, Ankit Patel, Richard E. Wendt, Ganesh Rao, Arvind Rao:
Prediction of 1p/19q Codeletion in Diffuse Glioma Patients Using Pre-operative Multiparametric Magnetic Resonance Imaging. 52 - Fu Yang, Xingcong Zhao, Wenge Jiang, Pengfei Gao, Guangyuan Liu:
Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features. 53 - Leon Stefanovski, Paul Triebkorn, Andreas Spiegler, Margarita-Arimatea Díaz-Cortés, Ana Solodkin, Viktor K. Jirsa, Anthony Randal McIntosh, Petra Ritter:
Linking Molecular Pathways and Large-Scale Computational Modeling to Assess Candidate Disease Mechanisms and Pharmacodynamics in Alzheimer's Disease. 54 - David Rotermund, Klaus R. Pawelzik:
Back-Propagation Learning in Deep Spike-By-Spike Networks. 55 - Guotai Wang, Wenqi Li, Sébastien Ourselin, Tom Vercauteren:
Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation. 56 - Zonglu He:
Cellular and Network Mechanisms for Temporal Signal Propagation in a Cortical Network Model. 57 - Alexander F. I. Osman:
A Multi-parametric MRI-Based Radiomics Signature and a Practical ML Model for Stratifying Glioblastoma Patients Based on Survival Toward Precision Oncology. 58 - Qi Li, Yang Xi, Mengchao Zhang, Lin Liu, Xiaoyu Tang:
Distinct Mechanism of Audiovisual Integration With Informative and Uninformative Sound in a Visual Detection Task: A DCM Study. 59 - Liwei Guo, Zeyan Li, Jinhao Lyu, Yuqian Mei, John C. Vardakis, Duanduan Chen, Cong Han, Xin Lou, Yiannis Ventikos:
On the Validation of a Multiple-Network Poroelastic Model Using Arterial Spin Labeling MRI Data. 60 - Joseph Schmalz, Gautam Kumar:
Controlling Synchronization of Spiking Neuronal Networks by Harnessing Synaptic Plasticity. 61 - Peter beim Graben, Antonio Jimenez-Marin, Ibai Díez, Jesús M. Cortés, Mathieu Desroches, Serafim Rodrigues:
Metastable Resting State Brain Dynamics. 62 - Hiroko Oshima, Shinya Aoi, Tetsuro Funato, Nobutaka Tsujiuchi, Kazuo Tsuchiya:
Variant and Invariant Spatiotemporal Structures in Kinematic Coordination to Regulate Speed During Walking and Running. 63 - Patrick Krauss, Karin Prebeck, Achim Schilling, Claus Metzner:
Recurrence Resonance" in Three-Neuron Motifs. 64 - Clément Dubost, Pierre Humbert, Arno Benizri, Jean-Pierre Tourtier, Nicolas Vayatis, Pierre-Paul Vidal:
Selection of the Best Electroencephalogram Channel to Predict the Depth of Anesthesia. 65 - Tuomo Mäki-Marttunen, Anna Devor, William A. Phillips, Anders M. Dale, Ole A. Andreassen, Gaute T. Einevoll:
Computational Modeling of Genetic Contributions to Excitability and Neural Coding in Layer V Pyramidal Cells: Applications to Schizophrenia Pathology. 66 - Xin Liu, Duygu Kuzum:
Hippocampal-Cortical Memory Trace Transfer and Reactivation Through Cell-Specific Stimulus and Spontaneous Background Noise. 67 - Alice Geminiani, Alessandra Pedrocchi, Egidio D'Angelo, Claudia Casellato:
Response Dynamics in an Olivocerebellar Spiking Neural Network With Non-linear Neuron Properties. 68 - Lena Koepcke, K. Jannis Hildebrandt, Jutta Kretzberg:
Online Detection of Multiple Stimulus Changes Based on Single Neuron Interspike Intervals. 69 - Tatsuya Daikoku:
Tonality Tunes the Statistical Characteristics in Music: Computational Approaches on Statistical Learning. 70 - Cherlyn J. Ng, Dale Purves:
An Alternative Theory of Binocularity. 71 - Yubraj Gupta, Ramesh Kumar Lama, Goo-Rak Kwon, Alzheimer's Disease Neuroimaging Initiative:
Prediction and Classification of Alzheimer's Disease Based on Combined Features From Apolipoprotein-E Genotype, Cerebrospinal Fluid, MR, and FDG-PET Imaging Biomarkers. 72 - Leon Weninger, Christoph Haarburger, Dorit Merhof:
Robustness of Radiomics for Survival Prediction of Brain Tumor Patients Depending on Resection Status. 73 - Robert Friedman:
Neuronal Morphology and Synapse Count in the Nematode Worm. 74 - James M. Kunert-Graf, Kristian M. Eschenburg, David J. Galas, J. Nathan Kutz, Swati D. Rane, Bingni W. Brunton:
Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode Decomposition. 75 - Patrick A. Shoemaker:
Neural Network Model for Detection of Edges Defined by Image Dynamics. 76 - Lucas A. Koelman, Madeleine M. Lowery:
Beta-Band Resonance and Intrinsic Oscillations in a Biophysically Detailed Model of the Subthalamic Nucleus-Globus Pallidus Network. 77 - Chiara Gastaldi, Samuel P. Muscinelli, Wulfram Gerstner:
Optimal Stimulation Protocol in a Bistable Synaptic Consolidation Model. 78 - Barna Zajzon, Sepehr Mahmoudian, Abigail Morrison, Renato Carlos Farinha Duarte:
Passing the Message: Representation Transfer in Modular Balanced Networks. 79 - Mikel Val-Calvo, José Ramón Álvarez Sánchez, José Manuel Ferrández de Vicente, Eduardo Fernández:
Optimization of Real-Time EEG Artifact Removal and Emotion Estimation for Human-Robot Interaction Applications. 80 - Saima Rathore, Hamed Akbari, Spyridon Bakas, Jared Pisapia, Gaurav Shukla, Jeffrey D. Rudie, Xiao Da, Ramana V. Davuluri, Nadia Dahmane, Donald M. O'Rourke, Christos Davatzikos:
Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of de novo Glioblastoma Patients. 81 - Duho Sihn, Sung-Phil Kim:
A Spike Train Distance Robust to Firing Rate Changes Based on the Earth Mover's Distance. 82 - Jakub Nalepa, Michal Marcinkiewicz, Michal Kawulok:
Data Augmentation for Brain-Tumor Segmentation: A Review. 83 - Jeffrey D. Rudie, David A. Weiss, Rachit Saluja, Andreas M. Rauschecker, Jiancong Wang, Leo Sugrue, Spyridon Bakas, John B. Colby:
Multi-Disease Segmentation of Gliomas and White Matter Hyperintensities in the BraTS Data Using a 3D Convolutional Neural Network. 84 - Dennis Joe Harmah, Cunbo Li, Fali Li, Yuanyuan Liao, Jiuju Wang, Walid Mohammed Ahmed Ayedh, Joyce Chelangat Bore, Dezhong Yao, Wentian Dong, Peng Xu:
Measuring the Non-linear Directed Information Flow in Schizophrenia by Multivariate Transfer Entropy. 85 - Kosuke Takagi:
Principles of Mutual Information Maximization and Energy Minimization Affect the Activation Patterns of Large Scale Networks in the Brain. 86 - Simanto Saha, Mathias Baumert:
Intra- and Inter-subject Variability in EEG-Based Sensorimotor Brain Computer Interface: A Review. 87 - Lana Sinapayen, Atsushi Masumori, Takashi Ikegami:
Reactive, Proactive, and Inductive Agents: An Evolutionary Path for Biological and Artificial Spiking Networks. 88 - Sara Ibañez, Jennifer I. Luebke, Wayne Chang, Danel Draguljic, Christina M. Weaver:
Network Models Predict That Pyramidal Neuron Hyperexcitability and Synapse Loss in the dlPFC Lead to Age-Related Spatial Working Memory Impairment in Rhesus Monkeys. 89 - Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Andrew C. Papanicolaou, George Zouridakis:
Aberrant Whole-Brain Transitions and Dynamics of Spontaneous Network Microstates in Mild Traumatic Brain Injury. 90 - Hidenori Endo, Nobuo Hiroe, Okito Yamashita:
Evaluation of Resting Spatio-Temporal Dynamics of a Neural Mass Model Using Resting fMRI Connectivity and EEG Microstates. 91 - Kerstin Lenk, Eero Satuvuori, Jules Lallouette, Antonio Ladrón-de-Guevara, Hugues Berry, Jari A. K. Hyttinen:
A Computational Model of Interactions Between Neuronal and Astrocytic Networks: The Role of Astrocytes in the Stability of the Neuronal Firing Rate. 92 - Zhaohua Lu, Qi Li, Ning Gao, Jingjing Yang:
The Self-Face Paradigm Improves the Performance of the P300-Speller System. 93 - Somayeh Shahsavarani, Ivan T. Abraham, Benjamin J. Zimmerman, Yuliy M. Baryshnikov, Fatima T. Husain:
Comparing Cyclicity Analysis With Pre-established Functional Connectivity Methods to Identify Individuals and Subject Groups Using Resting State fMRI. 94 - Isma Zulfiqar, Michelle Moerel, Elia Formisano:
Spectro-Temporal Processing in a Two-Stream Computational Model of Auditory Cortex. 95 - Caixia Wang, Kechen Zhang:
Equilibrium States and Their Stability in the Head-Direction Ring Network. 96 - Ulises Pereira, Nicolas Brunel:
Unsupervised Learning of Persistent and Sequential Activity. 97 - Dan Lloyd:
The Musical Structure of Time in the Brain: Repetition, Rhythm, and Harmony in fMRI During Rest and Passive Movie Viewing. 98 - Qiang Li, Jiang-Ling Song, Si-Hui Li, M. Brandon Westover, Rui Zhang:
Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study. 100
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