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Frontiers in Computational Neuroscience, Volume 14
Volume 14, 2020
- Akihiro Eguchi
, Takato Horii, Takayuki Nagai, Ryota Kanai, Masafumi Oizumi:
An Information Theoretic Approach to Reveal the Formation of Shared Representations. 1 - Destie Provenzano
A Machine Learning Approach to the Differentiation of Functional Magnetic Resonance Imaging Data of Chronic Fatigue Syndrome (CFS) From a Sedentary Control. 2 - Subhashis Banerjee
Novel Volumetric Sub-region Segmentation in Brain Tumors. 3 - Hamed O. Ghaffari, Samuel C. Grant
Regulation of CSF and Brain Tissue Sodium Levels by the Blood-CSF and Blood-Brain Barriers During Migraine. 4 - Helton Maia Peixoto
Modeling the Effect of Temperature on Membrane Response of Light Stimulation in Optogenetically-Targeted Neurons. 5 - Parth Natekar, Avinash Kori, Ganapathy Krishnamurthi:
Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis. 6 - Mengting Shi, Tielin Zhang, Yi Zeng
A Curiosity-Based Learning Method for Spiking Neural Networks. 7 - Michael C. Chen, Siamak K. Sorooshyari
A Layered Control Architecture of Sleep and Arousal. 8 - Rui Hua
Segmenting Brain Tumor Using Cascaded V-Nets in Multimodal MR Images. 9 - Ujjwal Baid, Sanjay N. Talbar
A Novel Approach for Fully Automatic Intra-Tumor Segmentation With 3D U-Net Architecture for Gliomas. 10 - Luuk van der Velden, Martin A. Vinck
Resonance in the Mouse Ventral Tegmental Area Dopaminergic Network Induced by Regular and Poisson Distributed Optogenetic Stimulation in-vitro. 11 - Florian Meier, Raphaël Dang-Nhu, Angelika Steger:
Adaptive Tuning Curve Widths Improve Sample Efficient Learning. 12 - Clayton S. Bingham, Adam Mergenthal, Jean-Marie C. Bouteiller
ROOTS: An Algorithm to Generate Biologically Realistic Cortical Axons and an Application to Electroceutical Modeling. 13 - Jan Kaiser
Probabilistic Circuits for Autonomous Learning: A Simulation Study. 14 - Ahsan Adeel:
Conscious Multisensory Integration: Introducing a Universal Contextual Field in Biological and Deep Artificial Neural Networks. 15 - Newton Howard, Naima Chouikhi, Ahsan Adeel, Katelyn Dial
BrainOS: A Novel Artificial Brain-Alike Automatic Machine Learning Framework. 16 - Théo Estienne, Marvin Lerousseau, Maria Vakalopoulou, Emilie Alvarez Andres, Enzo Battistella, Alexandre Carré, Siddhartha Chandra, Stergios Christodoulidis
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation. 17 - Samantha N. Schumm
Neuronal Degeneration Impairs Rhythms Between Connected Microcircuits. 18 - Antoine Ackaouy, Nicolas Courty, Emmanuel Vallée, Olivier Commowick
Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data. 19 - Michael J. Berry II, Gasper Tkacik
Clustering of Neural Activity: A Design Principle for Population Codes. 20 - Raghottam M. Sattigeri
Action Potential: A Vortex Phenomena; Driving Membrane Oscillations. 21 - Shih-Hung Yang
Inhibition of Long-Term Variability in Decoding Forelimb Trajectory Using Evolutionary Neural Networks With Error-Correction Learning. 22 - Zane Z. Chou, Gene J. Yu, Theodore W. Berger:
Generation of Granule Cell Dendritic Morphologies by Estimating the Spatial Heterogeneity of Dendritic Branching. 23 - Yu-Xuan Fu, Yanmei Kang, Guanrong Chen:
Stochastic Resonance Based Visual Perception Using Spiking Neural Networks. 24 - Xue Feng, Nicholas J. Tustison, Sohil H. Patel, Craig H. Meyer:
Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features. 25 - Lingling An, Yuanhong Tang
Intrinsic and Synaptic Properties Shaping Diverse Behaviors of Neural Dynamics. 26 - Hideyoshi Yanagisawa
Corrigendum: Modeling Emotions Associated With Novelty at Variable Uncertainty Levels: A Bayesian Approach. 27 - Mengting Shi, Tielin Zhang, Yi Zeng:
Corrigendum: A Curiosity-Based Learning Method for Spiking Neural Networks. 28 - Grace W. Lindsay:
Attention in Psychology, Neuroscience, and Machine Learning. 29 - Daphne Demekas, Thomas Parr
An Investigation of the Free Energy Principle for Emotion Recognition. 30 - Ramakrishnan Iyer
Contextual Integration in Cortical and Convolutional Neural Networks. 31 - David Gering, Aikaterini Kotrotsou, Brett Young-Moxon, Neal Miller, Aaron Avery, Lisa Kohli, Haley Knapp, Jeffrey Hoffman, Roger Chylla, Linda Peitzman, Thomas Mackie:
Measuring Efficiency of Semi-automated Brain Tumor Segmentation by Simulating User Interaction. 32 - Toviah Moldwin
Perceptron Learning and Classification in a Modeled Cortical Pyramidal Cell. 33 - Arjuna P. H. Don
Topological View of Flows Inside the BOLD Spontaneous Activity of the Human Brain. 34 - Qiulei Dong, Bo Liu, Zhanyi Hu:
Non-uniqueness Phenomenon of Object Representation in Modeling IT Cortex by Deep Convolutional Neural Network (DCNN). 35 - Thomas N. Thiem
Emergent Spaces for Coupled Oscillators. 36 - Sterling Street:
Upper Limit on the Thermodynamic Information Content of an Action Potential. 37 - Isabell Wochner
Optimality Principles in Human Point-to-Manifold Reaching Accounting for Muscle Dynamics. 38 - Frances S. Chance
Crossing the Cleft: Communication Challenges Between Neuroscience and Artificial Intelligence. 39 - Zhong-qi K. Tian, Douglas Zhou:
Exponential Time Differencing Algorithm for Pulse-Coupled Hodgkin-Huxley Neural Networks. 40 - Ryan Smith
An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case. 41 - Lucas Lin, Ernest Barreto
Synaptic Diversity Suppresses Complex Collective Behavior in Networks of Theta Neurons. 44 - Mauro Ursino, Giulia Ricci
Transfer Entropy as a Measure of Brain Connectivity: A Critical Analysis With the Help of Neural Mass Models. 45 - Marco Segneri, Hongjie Bi
Theta-Nested Gamma Oscillations in Next Generation Neural Mass Models. 47 - Vincent Qiqian Wang, Shenquan Liu:
Corrigendum: A General Model of Ion Passive Transmembrane Transport Based on Ionic Concentration. 48 - Subrata Ghosh
Emergence of Mixed Mode Oscillations in Random Networks of Diverse Excitable Neurons: The Role of Neighbors and Electrical Coupling. 49 - Joel Zirkle
Spike-Timing Dependent Plasticity Effect on the Temporal Patterning of Neural Synchronization. 52 - Mario Senden
Editorial: The Embodied Brain: Computational Mechanisms of Integrated Sensorimotor Interactions With a Dynamic Environment. 53 - Stephan Grein
Density Visualization Pipeline: A Tool for Cellular and Network Density Visualization and Analysis. 42 - Yaesop Lee, Jing Xie, Eung-Joo Lee
Real-Time Neuron Detection and Neural Signal Extraction Platform for Miniature Calcium Imaging. 43 - Siamak K. Sorooshyari
Object Recognition at Higher Regions of the Ventral Visual Stream via Dynamic Inference. 46 - Hao Wang, Jiahui Wang, Thow Xin Yuan, Sanghoon Lee, Wendy Yen Xian Peh, Kian Ann Ng, Tianyiyi He, Nitish V. Thakor, Chengkuo Lee:
Unveiling Stimulation Secrets of Electrical Excitation of Neural Tissue Using a Circuit Probability Theory. 50 - Qian Liang, Yi Zeng, Bo Xu:
Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory. 51 - Florian Michaud
Do Muscle Synergies Improve Optimization Prediction of Muscle Activations During Gait? 54 - Cengiz Pehlevan, Xinyuan Zhao
Neurons as Canonical Correlation Analyzers. 55 - Skirmantas Janusonis, Nils Detering, Ralf Metzler
Serotonergic Axons as Fractional Brownian Motion Paths: Insights Into the Self-Organization of Regional Densities. 56 - Thomas Limbacher, Robert Legenstein
Emergence of Stable Synaptic Clusters on Dendrites Through Synaptic Rewiring. 57 - Chaoyu Yang, Jie Yang
Cancer Risk Analysis Based on Improved Probabilistic Neural Network. 58 - Zhen Chen, Krishnan Padmanabhan:
Top-Down Control of Inhibitory Granule Cells in the Main Olfactory Bulb Reshapes Neural Dynamics Giving Rise to a Diversity of Computations. 59 - Hubert Löffler, Daya Shankar Gupta:
A Model of Memory Linking Time to Space. 60 - Erratum: Contextual Integration in Cortical and Convolutional Neural Networks. 67
- Ujjwal Baid, Swapnil Rane
Overall Survival Prediction in Glioblastoma With Radiomic Features Using Machine Learning. 61 - Marius E. Yamakou
Optimal Self-Induced Stochastic Resonance in Multiplex Neural Networks: Electrical vs. Chemical Synapses. 62 - Edgar Bermudez Contreras
The Neuroscience of Spatial Navigation and the Relationship to Artificial Intelligence. 63 - Navid Hasanzadeh, Mohammadreza Rezaei
Necessary Conditions for Reliable Propagation of Slowly Time-Varying Firing Rate. 64 - Sewoong Lim, Sangsup Yoon, Jae Hyung Kwon
Retrospective Evaluation of Sequential Events and the Influence of Preference-Dependent Working Memory: A Computational Examination. 65 - Yoshihisa Fujita
Computational Characteristics of the Striatal Dopamine System Described by Reinforcement Learning With Fast Generalization. 66 - Yongkang Liu, Wenzhong Wu, Xiao Chen, Minghua Wu
Aberrant Correlation Between the Default Mode and Salience Networks in Mild Traumatic Brain Injury. 68 - Aqeel Labash
Perspective Taking in Deep Reinforcement Learning Agents. 69 - Clayton S. Bingham, Javad Paknahad
Admittance Method for Estimating Local Field Potentials Generated in a Multi-Scale Neuron Model of the Hippocampus. 72 - Daya Shankar Gupta, Arpan Banerjee
Editorial: Temporal Structure of Neural Processes Coupling Sensory, Motor and Cognitive Functions of the Brain. 73 - Hiroshi Yamakawa:
Revealing the Computational Meaning of Neocortical Interarea Signals. 74 - Adam Mergenthal, Jean-Marie C. Bouteiller
A Computational Model of the Cholinergic Modulation of CA1 Pyramidal Cell Activity. 75 - Hirotaka Doho, Sou Nobukawa, Haruhiko Nishimura, Nobuhiko Wagatsuma, Tetsuya Takahashi:
Transition of Neural Activity From the Chaotic Bipolar-Disorder State to the Periodic Healthy State Using External Feedback Signals. 76 - Adriaan-Alexander Ludl
Impact of Physical Obstacles on the Structural and Effective Connectivity of in silico Neuronal Circuits. 77 - Philippe Vincent-Lamarre, Matias Calderini, Jean-Philippe Thivierge:
Learning Long Temporal Sequences in Spiking Networks by Multiplexing Neural Oscillations. 78 - Gengshuo Tian
Excitation-Inhibition Balanced Neural Networks for Fast Signal Detection. 79 - Melvin A. Felton Jr., Alfred B. Yu, David L. Boothe, Kelvin S. Oie, Piotr J. Franaszczuk
Assessing the Impact of Ih Conductance on Cross-Frequency Coupling in Model Pyramidal Neurons. 81 - Idan Tal, Samuel Neymotin, Stephan Bickel, Peter Lakatos
Oscillatory Bursting as a Mechanism for Temporal Coupling and Information Coding. 82 - Aaron Maturana-Candelas
Inter-band Bispectral Analysis of EEG Background Activity to Characterize Alzheimer's Disease Continuum. 70 - Yuan Zhao
Variational Online Learning of Neural Dynamics. 71 - Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu:
Unsupervised Few-Shot Feature Learning via Self-Supervised Training. 83 - Takeshi Uejima
Proto-Object Based Saliency Model With Texture Detection Channel. 541581 - Manfred Klöbl
Predicting Antidepressant Citalopram Treatment Response via Changes in Brain Functional Connectivity After Acute Intravenous Challenge. 554186 - Geoflly L. Adonias, Harun Siljak, Michael Taynnan Barros
Reconfigurable Filtering of Neuro-Spike Communications Using Synthetically Engineered Logic Circuits. 556628 - Camille Gontier, Jean-Pascal Pfister
Identifiability of a Binomial Synapse. 558477 - Simeng Zhang
Steering the Volume of Tissue Activated With a Directional Deep Brain Stimulation Lead in the Globus Pallidus Pars Interna: A Modeling Study With Heterogeneous Tissue Properties. 561180 - Parul Verma
Examining Sodium and Potassium Channel Conductances Involved in Hyperexcitability of Chemotherapy-Induced Peripheral Neuropathy: A Mathematical and Cell Culture-Based Study. 564980 - Anirudh Kulkarni, Jonas Ranft
Synchronization, Stochasticity, and Phase Waves in Neuronal Networks With Spatially-Structured Connectivity. 569644 - Chaoming Wang, Risheng Lian, Xingsi Dong, Yuanyuan Mi, Si Wu:
A Neural Network Model With Gap Junction for Topological Detection. 571982 - Thomas A. Cleland
A Systematic Framework for Olfactory Bulb Signal Transformations. 579143 - Mustafa Khalid, Jun Wu, Taghreed M. Ali, Thaair Ameen
Cortico-Hippocampal Computational Modeling Using Quantum-Inspired Neural Networks. 80 - (Withdrawn) Spiking Correlation Analysis of Synchronous Spikes Evoked by Acupuncture Mechanical Stimulus. 532193
- Dileep George, Miguel Lázaro-Gredilla, J. Swaroop Guntupalli:
From CAPTCHA to Commonsense: How Brain Can Teach Us About Artificial Intelligence. 554097 - Kamil Rajdl, Petr Lánský, Lubomir Kostal
Fano Factor: A Potentially Useful Information. 569049 - Ruihong Shang, Le He
Connectome-Based Model Predicts Deep Brain Stimulation Outcome in Parkinson's Disease. 571527 - Bernd J. Kröger
Hierarchical Sequencing and Feedforward and Feedback Control Mechanisms in Speech Production: A Preliminary Approach for Modeling Normal and Disordered Speech. 573554 - Ozan Çatal, Samuel Wauthier
Learning Generative State Space Models for Active Inference. 574372 - Dongcheng Zhao, Yi Zeng, Tielin Zhang, Mengting Shi, Feifei Zhao:
GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity. 576841 - Fikret E. Kapucu, Inkeri Välkki, Jarno E. Mikkonen, Chiara Leone, Kerstin Lenk, Jarno M. A. Tanskanen
Corrigendum: Spectral Entropy Based Neuronal Network Synchronization Analysis Based on Microelectrode Array Measurements. 586506 - Gene J. Yu, Jean-Marie C. Bouteiller
Topographic Organization of Correlation Along the Longitudinal and Transverse Axes in Rat Hippocampal CA3 Due to Excitatory Afferents. 588881 - Rodrigo C. Vergara
Corrigendum: The Energy Homeostasis Principle: Neuronal Energy Regulation Drives Local Network Dynamics Generating Behavior. 599670 - Patrick Krauss, Andreas Maier:
Will We Ever Have Conscious Machines? 556544 - Marwa Ismail, Virginia B. Hill, Volodymyr Statsevych, Evan Mason, Ramon Correa, Prateek Prasanna
Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma? - A Feasibility Study. 563439 - Paul Smolen, Douglas A. Baxter, John H. Byrne:
Comparing Theories for the Maintenance of Late LTP and Long-Term Memory: Computational Analysis of the Roles of Kinase Feedback Pathways and Synaptic Reactivation. 569349 - John D. Griffiths, Anthony Randal McIntosh
A Connectome-Based, Corticothalamic Model of State- and Stimulation-Dependent Modulation of Rhythmic Neural Activity and Connectivity. 575143 - Xingyu Liu, Zonglei Zhen, Jia Liu
Hierarchical Sparse Coding of Objects in Deep Convolutional Neural Networks. 578158 - Xiayu Chen, Ming Zhou, Zhengxin Gong, Wei Xu
DNNBrain: A Unifying Toolbox for Mapping Deep Neural Networks and Brains. 580632 - Di Ao, Mohammad S. Shourijeh, Carolynn Patten
Evaluation of Synergy Extrapolation for Predicting Unmeasured Muscle Excitations from Measured Muscle Synergies. 588943 - Jung Hwan Kim
Biosignal-Based Attention Monitoring to Support Nuclear Operator Safety-Relevant Tasks. 596531 - Kyuengbo Min, Jongho Lee, Shinji Kakei:
Dynamic Modulation of a Learned Motor Skill for Its Recruitment. 457682 - Mengze Wu, Yongdi Lu, Wenli Yang, Shen Yuong Wong:
A Study on Arrhythmia via ECG Signal Classification Using the Convolutional Neural Network. 564015 - Nicolás Deschle
On the Validity of Neural Mass Models. 581040 - Louis R. Nemzer, Gary D. Cravens, Robert M. Worth, Francis Motta, Andon Placzek, Victor Castro, Jennie Q. Lou:
Critical and Ictal Phases in Simulated EEG Signals on a Small-World Network. 583350 - Joshua S. Rule, Maximilian Riesenhuber:
Leveraging Prior Concept Learning Improves Generalization From Few Examples in Computational Models of Human Object Recognition. 586671 - Ricardo Ron-Angevin, María Teresa Medina-Juliá, Álvaro Fernández-Rodríguez
Performance Analysis With Different Types of Visual Stimuli in a BCI-Based Speller Under an RSVP Paradigm. 587702 - Dmitrii V. Bozhko
BCNNM: A Framework for in silico Neural Tissue Development Modeling. 588224 - Yuri Dabaghian:
From Topological Analyses to Functional Modeling: The Case of Hippocampus. 593166 - Xiaomin Wu, Shuvra S. Bhattacharyya
WGEVIA: A Graph Level Embedding Method for Microcircuit Data. 603765 - Zhaohui Li, Yue Du, Youben Xiao, Liyong Yin
Predicting Grating Orientations With Cross-Frequency Coupling and Least Absolute Shrinkage and Selection Operator in V1 and V4 of Rhesus Monkeys. 605104 - Megan Morrison, Charles Fieseler
Nonlinear Control in the Nematode C. elegans. 616639 - Eric Nathan Carver, Zhenzhen Dai, Evan Liang
Improvement of Multiparametric MR Image Segmentation by Augmenting the Data With Generative Adversarial Networks for Glioma Patients. 495075 - Yiying Song, Yukun Qu, Shan Xu, Jia Liu
Implementation-Independent Representation for Deep Convolutional Neural Networks and Humans in Processing Faces. 601314
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