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Dynamic Interrogation of Stochastic Transcriptome Trajectories Using Disease Associated Genes Reveals Distinct Origins of Neurological and Psychiatric Disorders
2022
Frontiers in Neuroscience
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HEV genes have large hubs and a fragile topology, whereas LEV genes show more distributed code during the maturation toward neuronal state. ...
The advent of open access to genomic data offers new opportunities to revisit old clinical debates while approaching them from a different angle. ...
We next explore a full probabilistic graphical model and visualize the global behavior of these genes. ...
doi:10.3389/fnins.2022.884707
pmid:35720720
pmcid:PMC9201694
fatcat:qambex6lxrezfjjj7ujz2o7fxi
A Comprehensive Review on Classification, Energy Management Strategy, and Control Algorithm for Hybrid Electric Vehicles
2020
Energies
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In this research, a comprehensive, multi-level classification for HEVs is introduced in detail from the aspects of the degree of hybridization (DoH), the position of the motor, the components and configurations ...
Finally, some discussions about potential directions and challenges for future research on the energy management systems of HEVs are presented. ...
the stage of scientific research. ...
doi:10.3390/en13205355
fatcat:pbc7o6bbebbwhmywojeyjkj7j4
High Efficiency Video Coding Compliant Perceptual Video Coding Using Entropy Based Visual Saliency Model
2019
Entropy
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In the context of perceptual video coding (PVC), computational visual saliency models that utilize the charactertistics of the human visual system to improve the compression ratio are of paramount importance ...
To date, only a few PVC schemes have been reported that use the visual saliency model. ...
MS-SSIM takes into account the mechanism of processing in the early vision system and implements it on multiple scales. ...
doi:10.3390/e21100964
fatcat:ssh6qdzvqbglpmxwisumenj7t4
Practical Product Path Guiding Using Linearly Transformed Cosines
2020
Computer graphics forum (Print)
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Despite the computational efficiency of LTCs, several optimizations are needed to make our method cost effective. ...
Path guiding has recently emerged as a powerful strategy to counter the notoriously long computation times required to render such images. ...
The authors are grateful to Inria Sophia Antipolis -Méditerranée "Nef" computation cluster (https://wiki.inria.fr/ClustersSophia/ Clusters_Home) and National Systems of Compute Canada for providing resources ...
doi:10.1111/cgf.14051
fatcat:3psao64qofesvjhlmnrymgma6i
Scanning the Issue
2022
IEEE transactions on intelligent transportation systems (Print)
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With the development of deep representation learning, the domain of reinforcement learning (RL) has become a powerful learning framework now capable of learning complex policies in high-dimensional environments ...
This review summarizes deep reinforcement learning (DRL) algorithms and provides a taxonomy of automated driving tasks where (D)RL methods have been employed, while addressing key computational challenges ...
The static model is fast to compute and gives a good estimation of the energy consumption for conventional railway systems. ...
doi:10.1109/tits.2022.3174254
fatcat:o6z3ncdkgbh5dmvvywtok7hwke
Deep Learning for fault diagnostics in Bearings, Insulators, PV panels, Power Lines and Electric Vehicle applications The State-of-the-Art Approaches
2021
IEEE Access
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This work puts forward the importance of DL and its application in a few critical electrical segments. ...
A summary of different techniques used in DL is outlined, and finally, a review on the application of deep learning techniques in some popular electrical applications is presented. ...
In DL, exploitation of multiple stages of processed non-linear information in a hierarchical pattern is done for feature learning and pattern classification. ...
doi:10.1109/access.2021.3064360
fatcat:cwdnnduwabbqpnxldzi2bdpxkm
Editorial
2018
Journal of Intelligent & Fuzzy Systems
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The next paper entitled "Early warning classification of cluster supply chain emergency based on cloud model and data stream clustering algorithm" by Xue Hong proposes a cloud model based algorithm for ...
generating early warning indicators for cluster supply chain. ...
doi:10.3233/jifs-169562
fatcat:2qknpgafxjdaza2ppepzpwxreu
Toward Holistic Energy Management Strategies for Fuel Cell Hybrid Electric Vehicles in Heavy-Duty Applications
2021
Proceedings of the IEEE
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Das et al. [7] give a thorough survey of the FCHEV drivetrain, various energy storage systems (ESSs), and topologies for FCHEVs that are in the focus of the contribution. ...
Finally, the findings lead to a guideline toward holistic EMSs, encouraging the co-optimization of system design, and EMS development for FCHEVs. ...
For the development of a holistic EMS, a hierarchical MPC approach seems to be promising. ...
doi:10.1109/jproc.2021.3055136
fatcat:wtumpga3ifdwfiqou4gh2voaoq
Intravital Microscopy
2004
Immunity
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J. to Peyer's patch-HEV in situ: The multistep model confirmed and ...
(Springer, 1994), in situ, there is now a plethora of IVM models and in vitro systems that could conceivably be useful to access vir-adhesive strength is also thought to play a role for stable synapse ...
Acknowledgments photon tissue imaging: seeing the immune system in a fresh light. Nat. Rev. Immunol. 2, 872-880. ...
doi:10.1016/j.immuni.2004.08.006
pmid:15357943
fatcat:x267hv2renbirawm5jestx2lea
Intravital MicroscopyVisualizing Immunity in Context
2004
Immunity
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J. to Peyer's patch-HEV in situ: The multistep model confirmed and ...
(Springer, 1994), in situ, there is now a plethora of IVM models and in vitro systems that could conceivably be useful to access vir-adhesive strength is also thought to play a role for stable synapse ...
Acknowledgments photon tissue imaging: seeing the immune system in a fresh light. Nat. Rev. Immunol. 2, 872-880. ...
doi:10.1016/s1074-7613(04)00237-7
pmid:15357943
fatcat:o4vzfkrtofeg5cm7coav6kcjq4
Toward a multiscale model of antigen presentation in immunity
2007
Immunological Reviews
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Despite a wealth of information in the biological literature regarding each of these scales, no single representation synthesizing this information into a model of the overall immune response as it depends ...
The immune system and the process of antigen presentation in particular encompass events that occur at multiple length and time scales. ...
The authors thank Simeone Marino and Seema Bajaria for use of results from their published work. ...
doi:10.1111/j.1600-065x.2007.00490.x
pmid:17367337
fatcat:dy4xeaaxnzd4jejudvgqhdoqyy
Multifarious hierarchies of mechanical models for artist assigned levels-of-detail
2015
Proceedings of the 14th ACM SIGGRAPH / Eurographics Symposium on Computer Animation - SCA '15
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The models are ordered to apply their deformations hierarchically, and we enforce the uniqueness of the dynamics solutions using a novel kinetic filtering operator designed to ensure that each child only ...
Abstract We present a new framework for artist driven level of detail in solid simulations. ...
Acknowledgments The authors wish to thank Laura Paiardini for her help with the models, textures, renderings and video editing and Romain Testylier for his help with the rod simulation. ...
doi:10.1145/2786784.2786800
dblp:conf/sca/MalgatGLNF15
fatcat:vcgw6tpfsvhvhlemiw3af3hce4
Scanning the Issue
2022
IEEE transactions on intelligent transportation systems (Print)
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This article investigates the influence of an external humanmachine interface (eHMI) for automated vehicles on pedestrian behavior in a parking lot. ...
The efficiency and perceived safety of different signal types on the eHMI are analyzed by collecting data on the subjects' movement behavior and ratings via questionnaires. ...
In this article, we design a visual analysis system for flight delay propagation. ...
doi:10.1109/tits.2022.3160062
fatcat:4gklzaonfzcehnvps6oge35fwe
Separable Roles for Attentional Control Sub-Systems in Reading Tasks: A Combined Behavioral and fMRI Study
2013
Cerebral Cortex
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First, RTevidence was found in support of the 2-mechanism model, corroborating the previous study. ...
both behaviorally and neuroanatomically; and that the 2 mechanisms involve functionally separable control systems. ...
We also thank David Balota and Rebecca Treiman for helpful discussions of the interpretation of the Behavioral study at early stages, and Jessica Church and Steve Nelson for careful reading and fruitful ...
doi:10.1093/cercor/bht313
pmid:24275830
pmcid:PMC4397571
fatcat:jhrvu3owhzerhkszvfjudocy3m
Network representations of immune system complexity
2015
Wiley Interdisciplinary Reviews: Systems Biology and Medicine
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The mammalian immune system is a dynamic multi-scale system composed of a hierarchically organized set of molecular, cellular and organismal networks that act in concert to promote effective host defense ...
We illustrate the power of integrating 'omics' and network modeling approaches for unbiased reconstruction of signaling and transcriptional networks with a focus on applications involving the innate immune ...
Acknowledgments This work was generously supported by the Intramural Research Program of the National Institute of Allergy and Infectious Diseases, and institutional support funds from the Institute for ...
doi:10.1002/wsbm.1288
pmid:25625853
pmcid:PMC4339634
fatcat:pe7eqjaqijhgrhhz5wtfep42ju
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