Issues per year n/a Articles published last year n/a Further, the degree of sparseness was positively correlated with DCNNs' performance in object categorization, suggesting that the coding scheme was related to behavioral performance. Frontiers in Computational Neuroscience publishes rigorously peer-reviewed research that promotes theoretical modeling of brain function and fosters multidisciplinary interactions between theoretical and experimental neuroscience. One of the problems is the unclear dependence of the Fano factor on the spiking rate, which is often neglected or handled insufficiently. Xiayu Chen, Ming Zhou, Zhengxin Gong, Wei Xu, Xingyu Liu, Taicheng Huang, Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.580632. Cloudflare Ray ID: 605e4ac708e62875 Results show that reinforcing manipulations (twirling reinforcing and lifting-thrusting reinforcing) can evoke the third-order spike correlation but reducing manipulations (twirling reducing and lifting-thrusting reducing) does not. Frontiers in Computational Neuroscience | Citations: 1,096 | Read 1100 articles with impact on ResearchGate, the professional network for scientists. Frontiers Media SA is a publisher of peer-reviewed open access scientific journals currently active in science, technology, and medicine.It was founded in 2007 by a group of neuroscientists, including Henry and Kamila Markram, and later expanded to other academic fields. Review this journal Show reviews. Deep neural networks (DNNs) have attained human-level performance on dozens of challenging tasks via an end-to-end deep learning strategy. In sum, our study provides direct evidence that DCNNs adopted a hierarchically-evolved sparse coding scheme as the biological brain does, suggesting the possibility of an implementation-independent principle underling object recognition. OCNS is now a member of the INCF. Papers that combine theoretical and experimental work are especially encouraged. The resulting gradients may provide a basis for the known functional organization observed in hippocampus. More information will be made available shortly. Analysis of differential involvement was then performed to compute voxel-wise significant differences (p-value < 0.05) across the atlases. ISSN: 1662-5188 (Electronic) 1662-5188 (Linking) The Frontiers in Neuroscience journal series continues to rank among the world’s top neurosciences journals in terms of influence and quality, as shown by our analysis of the 2017 Journal Citation Reports (JCR-2017; 2018, Clarivate Analytics), 2017 CiteScore edition (2018, Scopus, Elsevier) and other impact metrics.. When they were first launched, I, like many people, was suspicious. Two sets of simulation data are used to test the effectiveness of the estimation algorithm and the model goodness-of-fit. Frontiers in Computational Neuroscience, 8 (MAY). Frontiers in Computational Neuroscience publishes rigorously peer-reviewed research that promotes theoretical modeling of brain function and fosters multidisciplinary interactions between theoretical and experimental neuroscience. Primarily, theoretical papers should deal with issues of obvious relevance … If you are on a personal connection, like at home, you can run an anti-virus scan on your device to make sure it is not infected with malware. Click on a pathway for a more detailed view. Epub 2014 Jan 23. We use equilibrium renewal and Markov renewal processes as spike train models to describe the method in detail, and we provide an illustration on experimental data. A toolbox specifically designed as a mechanism for cognitive neuroscientists to map both DNNs and brains is urgently needed. ... 2019: Frontiers in Computational Neuroscience. In parallel, the same question has been extensively studied in primates' brain, and three types of coding schemes have been found: one object is coded by the entire neuronal population (distributed coding), or by one single neuron (local coding), or by a subset of neuronal population (sparse coding). Furthermore, the associated joint moment matching accuracy was comparable to that produced by initial EMG-driven model calibration using all 16 EMG channels per leg. Title. Find the right academic journal to publish your paper. The Frontiers in Neuroscience journal series — the #1 most-cited in Neuroscience — continued to grow in 2017. ;] Home. Read also provides personalized recommendations to keep you up to date in your field. Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.569049. The topographic organization of afferents to the hippocampal CA3 subfield are well-studied, but their role in influencing the spatiotemporal dynamics of population activity is not understood. Frontiers in Behavioral Neuroscience. Existing User. Frontiers in Computational Neuroscience publishes rigorously peer-reviewed research that promotes theoretical modeling of brain function and fosters multidisciplinary interactions between theoretical and experimental neuroscience. Frontiers in Neuroinformatics. Frontiers in Computational Neuroscience (NOVEMB). This study evaluates how well missing muscle excitations can be predicted using synergy excitations extracted from muscles with available EMG data (henceforth called “synergy extrapolation” or SynX). Sign In. This is the main reason why synchronous spikes evoked by reinforcing manipulations are more abundant than reducing manipulations. Electromyography (EMG)-driven musculoskeletal modeling relies on high-quality measurements of muscle electrical activity to estimate muscle forces. Frontiers in Computational Neuroscience is a first-tier electronic journal devoted to promoting theoretical modeling of brain function and fostering interdisciplinary interactions between theoretical and experimental neuroscience. 7 - ?. For questions or feedback, please reach us at. Want full text access to this journal? Based on 2018, SJR is 1.315. ISSN 1662-5188 Di Ao, Mohammad S. Shourijeh, Carolynn Patten, Benjamin J. Fregly, Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.588943.s001. One fine wire EMG channel (either iliopsoas or adductor longus) was then treated as unmeasured. 2019/2020. Access the latest research on COVID-19, including preprints, on Scilit. News • OCNS is now a member of the INCF. Journal Abbreviation: FRONT COMPUT NEUROSC. Frontiers in Computational Neuroscience Publication Information. Frontiers journals have become a conspicuous presence in academic publishing since they started in 2007 with the advent of Frontiers in Neuroscience. The best quartile for this journal is Q2. Recently, deep convolutional neural networks (DCNNs) have attained human-level performances on challenging object recognition tasks owing to their complex internal representation. In this paper, we adopt a log-linear model to describe network response activities evoked by different acupuncture manipulations. Gene J. Yu, Jean-Marie C. Bouteiller, Theodore W. Berger, Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.588881. Marwa Ismail, Virginia Hill, Volodymyr Statsevych, Evan Mason, Ramon Correa, Prateek Prasanna, Gagandeep Singh, Kaustav Bera, Rajat Thawani, Manmeet Ahluwalia, et al. Deep learning's success is appealing to neuroscientists not only as a method for applying DNNs to model biological neural systems but also as a means of adopting concepts and methods from cognitive neuroscience to understand the internal representations of DNNs. ... Open Access pathways permitted by this journal's policy are listed below by article version. Neurosci.”.ISO 4 (Information and documentation – Rules for the abbreviation of title words and titles of publications) is an international standard, defining a uniform system for the abbreviation of serial publication titles. Abbreviation: Front Comput Neurosci. SynX performance was most influenced by the choice of synergy analysis algorithm and number of synergies. Journal ISSN: 1662-5188. News • CNS*2020 abstract submission period extended further. Finally, we use this method to identify network spike correlations evoked by four different acupuncture manipulations. Total Articles. Author; Title; Issue year; Journal title; Type; References of "Frontiers in computational neuroscience" Frontiers in Computational Neuroscience. Frontiers in Computational Neuroscience. Frontiers in Computational Neuroscience publishes rigorously peer-reviewed research that promotes theoretical modeling of brain function and fosters multidisciplinary interactions between theoretical and experimental neuroscience. Journal Information. Frontiers in Computational Neuroscience citation style guide with bibliography and in-text referencing examples: Journal articles Books Book chapters Reports Web pages. Frontiers in Neurology. You may need to download version 2.0 now from the Chrome Web Store. Published Version The scope of Frontiers in Computational Neuroscience covers Neuroscience (miscellaneous) (Q2), Cellular and Molecular Neuroscience (Q3). In this study, 74 pre-treatment Glioblastoma MRI scans with PsP (33) and tumor recurrence (41) were analyzed. • PLUS: Download citation style files for your favorite reference manager. News • CNS*2020 will be held online. SynX may facilitate the assessment of human neuromuscular control and biomechanics when important EMG signals are missing. Guest Edited by: Robert E. Kass. Then the state-space model and Bayesian theory are used to estimate network spike correlations. The Journal of Computational Neuroscience welcomes full length original papers, rapid communications and review articles describing theoretical and experimental work relevant to computations in the brain and nervous system. 【Frontiers in Computational Neuroscience】CiteScore Trend Comments from Authors * All review process metrics, such as acceptance rate and review speed, are limited to … The synergy weights associated with the unmeasured muscle excitation were predicted by solving a nonlinear optimization problem where the errors between inverse dynamics and EMG-driven joint moments were minimized. Frontiers in Computational Neuroscience is a Specialty Journal of Frontiers in Neuroscience. Search for Library Items Search for Lists ... Internet Resource, Computer File, Journal / Magazine / Newspaper: All Authors / Contributors: Frontiers Research Foundation. Cognitive Computation. The prediction process was performed for different synergy analysis algorithms (principal component analysis and non-negative matrix factorization), EMG normalization methods, and numbers of synergies. Journal of mathematical neuroscience Published: (2011) Frontiers in evolutionary neuroscience ; Network neuroscience. In order to identify these network collaborative activities, we analyze the underlying spike correlation in the synchronous spike event. First, enhancing lesion on Gd-T1w MRI and peri-lesional hyperintensities on T2w/FLAIR were segmented by experts and then registered to a brain atlas. These include extracting DNN activation, probing and visualizing DNN representations, and mapping DNN representations onto the brain. Completing the CAPTCHA proves you are a human and gives you temporary access to the web property. The method was evaluated using a gait data set collected from a stroke survivor walking on an instrumented treadmill at self-selected and fastest-comfortable speeds. Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.563439. Please enable Cookies and reload the page. Another way to prevent getting this page in the future is to use Privacy Pass. Frontiers in Neuroanatomy. Frontiers in Computational Neuroscience [English] ISSNs. The Standard Abbreviation (ISO4) of Frontiers in Computational Neuroscience is “Front. Journal list; Help; Journal List; Front Comput Neurosci; Frontiers in Computational Neuroscience Vols. Through the integration of DNN software packages and well-established brain imaging tools, DNNBrain provides application programming and command line interfaces for a variety of research scenarios. The topographic organization of the associational system gave rise to changes in the spatial correlation structure along the longitudinal and transverse axes of the CA3. If you are at an office or shared network, you can ask the network administrator to run a scan across the network looking for misconfigured or infected devices. Frontiers in Computational Neuroscience. Frontiers in computational neuroscience.. [Frontiers Research Foundation. A significant challenge in Glioblastoma (GBM) management is identifying pseudo-progression (PsP), a benign radiation-induced effect, from tumor recurrence, on routine imaging following conventional treatment. LEADER: 02172cas a2200505 a 4500: 001: 399527: 005: 20200609044755.0: 006: m d : 007: cr n : 008: 080915c20079999sz uu ss 0 0eng c: 010 The scientific journal Frontiers in Computational Neuroscience is included in the Scopus database. Our results demonstrate that patients with tumor recurrence showed prominence of their initial tumor in the parietal lobe, while patients with PsP showed a multi-focal distribution of the initial tumor in the frontal and temporal lobes, insula, and putamen. Here we asked whether DCNNs adopted any of these coding schemes to represent objects. An International Standard Serial Number (ISSN) is a unique code of 8 digits. However, it remains unclear how objects are represented in DCNNs with an overwhelming number of features and non-linear operations. I like Frontiers Computational Neuroscience a lot, but I won’t pretend they have an impressive impact factor (if that matters). Here, we present DNNBrain, a Python-based toolbox designed for exploring the internal representations of DNNs as well as brains. Please check back frequently for updates. Use Read by QxMD to access full text via your institution or open access sources. Using patients from the two phenotypes, we construct two atlases by quantifying frequency of occurrence of enhancing lesion and peri-lesion hyperintensities, by averaging voxel intensities across the population. Journal of Computational Neuroscience special issue on Analysis of Neural Data (Volume 29, Numbers 1-2, August 2010) Published by Springer. Neural response activities, especially synchronous spike events, evoked by different acupuncture manipulations have remarkable differences. Qing Qin, Ya-Jiao Liu, Bo-Nan Shan, Yan-Qiu Che, Chun-Xiao Han, Ying-Mei Qin, Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.532193. Statistically significant clusters were finally mapped to a structural atlas to provide anatomic localization of their location. Frontiers in Aging Neuroscience. Previous studies have linked tumor lobar presence and laterality to GBM outcomes, suggesting that disease etiology and progression in GBM may be impacted by tumor location. Gewaltig, M. and Cannon, R.C. Di Ao, Mohammad S. Shourijeh, Carolynn Patten, Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.588943. Search. Performance & security by Cloudflare, Please complete the security check to access. View all articles. IF. Multiple Sclerosis Journal. Total Cites. Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.578158. Principal component analysis with five or six synergies consistently predicted unmeasured muscle excitations the most accurately and with the greatest robustness to EMG normalization method. Muscle synergy analysis (MSA) is a dimensionality reduction approach that decomposes a large number of muscle excitations into a small number of time-varying synergy excitations along with time-invariant synergy weights that define the contribution of each synergy excitation to all muscle excitations. Although general deep learning frameworks, such as PyTorch and TensorFlow, could be used to allow such cross-disciplinary investigations, the use of these frameworks typically requires high-level programming expertise and comprehensive mathematical knowledge. We expect that our toolbox will accelerate scientific research by both applying DNNs to model biological neural systems and utilizing paradigms of cognitive neuroscience to unveil the black box of DNNs. Frontiers in Computational Neuroscience is a peer-reviewed scientific journal. Frontiers in Computational Neuroscience. The main subject areas of published articles are Neuroscience (miscellaneous), Cellular and Molecular Neuroscience. Your IP: 200.111.112.34 doi: 10.1371/journal.pcbi.1003376. The Fano factor, defined as the variance-to-mean ratio of spike counts in a time window, is often used to measure the variability of neuronal spike trains. Comput. Comprehending how the brain functions requires an understanding of the dynamics of neuronal assemblies. Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma?—A Feasibility Study, Hierarchical Sparse Coding of Objects in Deep Convolutional Neural Networks, Evaluation of Synergy Extrapolation for Predicting Unmeasured Muscle Excitations from Measured Muscle Synergies, DNNBrain: A Unifying Toolbox for Mapping Deep Neural Networks and Brains, Topographic Organization of Correlation Along the Longitudinal and Transverse Axes in Rat Hippocampal CA3 Due to Excitatory Afferents, Fano Factor: A Potentially Useful Information, Spiking Correlation Analysis of Synchronous Spikes Evoked by Acupuncture Mechanical Stimulus. Previous work used a mean-field reduction method to determine the collective dynamics of a large heterogeneous network of uniformly and globally coupled theta neurons, which are a canonical formulation of Type I neurons. A correlation map was constructed to characterize the spatial structure and temporal evolution of pairwise correlations which underlie the emergent patterns found in the population activity. The ISSN of Frontiers in Computational Neuroscience journal is 16625188. Finally, with the lesion approach, we demonstrated that both external learning experiences and built-in gating operations were necessary to construct such a hierarchical coding scheme. Neural Regeneration Research Publisher country is Switzerland. Performed to compute voxel-wise significant differences ( p-value < 0.05 ) across the atlases acupuncture manipulations have remarkable differences for! Muscle forces • your IP: 200.111.112.34 • performance & security by cloudflare, reach! 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Has been extended to the Web property 1100 articles with impact on ResearchGate, the professional network for scientists self-selected. Access to the Web property is the unclear dependence of the problems is the dependence! Journal to publish your paper scientific journal Web property, it remains unclear how objects represented... Your institution or open access pathways permitted by this journal 's policy are listed by!