The deadline for abstract submissions has been extended to the end of April. SynX performance was most influenced by the choice of synergy analysis algorithm and number of synergies. 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. Please check back frequently for updates. 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. News • OCNS is now a member of the INCF. ISSN: 1662-5188 (Electronic) 1662-5188 (Linking) Publisher country is Switzerland. Total Cites. See Frontiers in Computational Neuroscience journal impact factor, SJR, SNIP, CiteScore, H-index metrics. Using a large-scale, computational neuronal network model of the entorhinal-dentate-CA3 system, the effects of the perforant path, mossy fibers, and associational system on the propagation and transformation of network spiking patterns were investigated. Issues per year n/a Articles published last year n/a Specifically, we used the population sparseness index, which is widely-used in neurophysiological studies on primates' brain, to characterize the degree of sparseness at each layer in representative DCNNs pretrained for object categorization. Another way to prevent getting this page in the future is to use Privacy Pass. 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. Deep neural networks (DNNs) have attained human-level performance on dozens of challenging tasks via an end-to-end deep learning strategy. I like Frontiers Computational Neuroscience a lot, but I won’t pretend they have an impressive impact factor (if that matters). LEADER: 02172cas a2200505 a 4500: 001: 399527: 005: 20200609044755.0: 006: m d : 007: cr n : 008: 080915c20079999sz uu ss 0 0eng c: 010 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. Analysis of differential involvement was then performed to compute voxel-wise significant differences (p-value < 0.05) across the atlases. 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. 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. It is used for the recognition of journals, newspapers, periodicals, and magazines … Search for Library Items Search for Lists ... Internet Resource, Computer File, Journal / Magazine / Newspaper: All Authors / Contributors: Frontiers Research Foundation. Cloudflare Ray ID: 605e4ac708e62875 An International Standard Serial Number (ISSN) is a unique code of 8 digits. Completing the CAPTCHA proves you are a human and gives you temporary access to the web property. • In this paper, we adopt a log-linear model to describe network response activities evoked by different acupuncture manipulations. Frontiers in Computational Neuroscience citation style guide with bibliography and in-text referencing examples: Journal articles Books Book chapters Reports Web pages. Published: (2017) Frontiers in neuroinformatics Published: (2007) Neuroscience … The main subject areas of published articles are Neuroscience (miscellaneous), Cellular and Molecular Neuroscience. Click on a pathway for a more detailed view. Reitsma, P and Doiron, B and Rubin, J (2011) Correlation transfer from basal ganglia to thalamus in Parkinson's disease. Find the right academic journal to publish your paper. Frontiers in Computational Neuroscience. Use Read by QxMD to access full text via your institution or open access sources. Comprehending how the brain functions requires an understanding of the dynamics of neuronal assemblies. In addition, simulation data are also used to analyze the relationship between spike correlations and synchronous spike events. In order to identify these network collaborative activities, we analyze the underlying spike correlation in the synchronous spike event. Statistically significant clusters were finally mapped to a structural atlas to provide anatomic localization of their location. 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. A toolbox specifically designed as a mechanism for cognitive neuroscientists to map both DNNs and brains is urgently needed. WorldCat Home About WorldCat Help. Two sets of simulation data are used to test the effectiveness of the estimation algorithm and the model goodness-of-fit. The evaluation process started with full calibration of a lower-body EMG-driven model using 16 measured EMG channels (collected using surface and fine wire electrodes) per leg. (2016) Parasuram et al. Gene J. Yu, Jean-Marie C. Bouteiller, Theodore W. Berger, Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.588881. Frontiers in computational neuroscience.. [Frontiers Research Foundation. Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.578158. Frontiers in evolutionary neuroscience; Neurology, neurophysiology, and neuroscience; Translational psychiatry; Neuroreport; Neurology & clinical neurophysiology : NCN; BMC bioinformatics; Journal of neurological sciences ; Reviews in the neurosciences; In silico biology; Journal of bioinformatics and computational biology Journal Abbreviation: FRONT COMPUT NEUROSC. Papers that combine theoretical and experimental work are especially encouraged. Recently, deep convolutional neural networks (DCNNs) have attained human-level performances on challenging object recognition tasks owing to their complex internal representation. Published Version 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. 7 - ?. Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.569049. We found that the sparse coding scheme was adopted at all layers of the DCNNs, and the degree of sparseness increased along the hierarchy. 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. Search. However, a critical challenge for practical deployment of this approach is missing EMG data from muscles that contribute substantially to joint moments. 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. Frontiers in Neuroinformatics. 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. Journal Information. These include extracting DNN activation, probing and visualizing DNN representations, and mapping DNN representations onto the brain. 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. Neural Regeneration Research The Frontiers in Neuroscience journal series — the #1 most-cited in Neuroscience — continued to grow in 2017. Frontiers in Computational Neuroscience [English] ISSNs. Frontiers in Neurology. Review this journal Show reviews. Bioxbio Journal Impact*. Electromyography (EMG)-driven musculoskeletal modeling relies on high-quality measurements of muscle electrical activity to estimate muscle forces. SynX may facilitate the assessment of human neuromuscular control and biomechanics when important EMG signals are missing. The scientific journal Frontiers in Computational Neuroscience is included in the Scopus database. Here we asked whether DCNNs adopted any of these coding schemes to represent objects. The ISSN of Frontiers in Computational Neuroscience journal is 16625188. Primarily, theoretical papers should deal with issues of obvious relevance … 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. In this study, 74 pre-treatment Glioblastoma MRI scans with PsP (33) and tumor recurrence (41) were analyzed. 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. Total Articles. Di Ao, Mohammad S. Shourijeh, Carolynn Patten, Benjamin J. Fregly, Frontiers in Computational Neuroscience, Volume 14; doi:10.3389/fncom.2020.588943.s001. 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. Performance & security by Cloudflare, Please complete the security check to access. doi: 10.1371/journal.pcbi.1003376. 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. 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 Computational Neuroscience publishes rigorously peer-reviewed research that promotes theoretical modeling of brain function and fosters multidisciplinary interactions between theoretical and experimental neuroscience. News • CNS*2020 abstract submission period extended further. Cognitive Computation. 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. These preliminary results suggest that lateralization of pre-treatment lesions toward certain anatomical areas of the brain may allow to provide early cues regarding assessing likelihood of occurrence of pseudo-progression from tumor recurrence on MRI scans. | Read 1100 articles with impact on ResearchGate, the coding scheme shifted from distributed-like coding at lower to. Issn of Frontiers in Computational Neuroscience, Volume 14 ; doi:10.3389/fncom.2020.578158 with of. A toolbox specifically designed as a mechanism for cognitive neuroscientists to map both DNNs and brains is urgently needed evaluated! Please reach us at correlation in the synchronous spike events a member of the Fano on. 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