Closed-form interpretation of neural network classifiers with symbolic gradients by Sebastian J Wetzel

“…The interpretation framework is based on embedding trained neural networks into an equivalence class of functions that encode the same concept. I interpret these neural networks by finding an intersection between the equivalence class and human-readable equations defined by a symbolic search space. …”
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Mitochondrial Dysfunction in Parkinson's Disease by P. C. Keane, M. Kurzawa, P. G. Blain, C. M. Morris

“…A number of genes that have been shown to have links with inherited forms of PD encode mitochondrial proteins or proteins implicated in mitochondrial dysfunction, supporting the central involvement of mitochondria in PD. …”
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QoE Perceptive Cross-Layer Energy Efficient Method for Mobile Video Devices by Zhaoming Lu, Hongchun Zhang, Yawen Chen, Hua Shao, Xiangming Wen

“…A specific energy consumption model concerning encoding bitrates and transmitting power level is built. …”
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Advances in RNA-Based Therapeutics: Challenges and Innovations in RNA Delivery Systems by Yuxuan Liu, Yaohui Ou, Linlin Hou

“…Among various types of nucleic acids, RNA offers greater versatility compared to DNA due to its single-stranded structure, ability to directly encode proteins, and high modifiability for targeted therapeutic and regulatory applications. …”
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Re-assembling the Victorians: Steampunk, Cyborgs, and the Ethics of Industry by Helena Esser

“…Its counter-cultural core philosophy is built around a yearning for re-humanised technology that promises accessibility, vulnerability and individuation, following the credo ‘Love the machine, hate the factory’.1 While its machines, hailed as ‘real, breathing, coughing, struggling and rumbling parts of the world’,2 become humanised, humans may in turn become mechanised or fused with technology as steam-cyborgs. Whether these encode ethical trespass or promise to remedy physical trauma, the ambiguous figure of the steam-cyborg may employ Victorian hopes and anxieties in order to reflect back our own concerns about human identity in the age of digital technology and fabricate more flexible alternatives. …”
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Optical Design and Simulation of Snapshot Hyperspectral Dental Imaging Spectrometer with One-Dimensional Random Coding by Jiajing Cao, Jun Chang, Yi Huang, Wenxi Wang, Xinran Guo, Shangnan Zhao

“…In this paper, the optical system of a snapshot hyperspectral dental imaging spectrometer is designed. In particular, to encode images in both the spatial and spectral dimensions, a one-dimensional random coding mask rotated 45 degrees around the optical axis is used. …”
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Next-Generation Sequencing and Epigenomics Research: A Hammer in Search of Nails by Shrutii Sarda, Sridhar Hannenhalli

“…This realization prompted several large-scale efforts to map the epigenome, most notably the Encyclopedia of DNA Elements (ENCODE) project. While there is essentially a single genome in an individual, there are hundreds of epigenomes, corresponding to various types of epigenomic marks at different developmental times and in multiple tissue types. …”
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Manipulation of Type I Interferon Signaling by HIV and AIDS-Associated Viruses by Buyuan He, James T. Tran, David Jesse Sanchez

“…However, as additional studies into the function of Type I Interferons progressed, it was also seen that pathogenic viruses have coevolved to encode potent mechanisms allowing them to evade or suppress the impact of Type I Interferons on their replication. …”
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Implementation of finite state logic machines via the dynamics of atomic systems by Dawit Hiluf Hailu

“…The selection of observables within the Liouville space allows us to encode more variables. Although environmental noise may cause some loss of encoded information, fast computations can still be performed before it dissipates. …”
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Synaptic Plasticity and Excitation-Inhibition Balance in the Dentate Gyrus: Insights from In Vivo Recordings in Neuroligin-1, Neuroligin-2, and Collybistin Knockouts by Peter Jedlicka, Julia Muellerleile, Stephan W. Schwarzacher

“…The hippocampal dentate gyrus plays a role in spatial learning and memory and is thought to encode differences between similar environments. The integrity of excitatory and inhibitory transmission and a fine balance between them is essential for efficient processing of information. …”
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Diamond Blackfan Anemia at the Crossroad between Ribosome Biogenesis and Heme Metabolism by Deborah Chiabrando, Emanuela Tolosano

“…Moreover, it has been reported that cells from DBA patients express alternatively spliced isoforms of FLVCR1 which encode non-functional proteins. Herein, we review the known roles of RPS19 and FLVCR1 in ribosome function and heme metabolism respectively, and discuss how the deficiency of a ribosomal protein or of a heme exporter may result in the same phenotype.…”
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Construction of Mutually Orthogonal Graph Squares Using Novel Product Techniques by A. El-Mesady, Omar Bazighifan

“…Sets of mutually orthogonal Latin squares prescribe the order in which to apply different treatments in designing an experiment to permit effective statistical analysis of results, they encode the incidence structure of finite geometries, they encapsulate the structure of finite groups and more general algebraic objects known as quasigroups, and they produce optimal density error-correcting codes. …”
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Pose Space Surface Manipulation by Yusuke Yoshiyasu, Nobutoshi Yamazaki

“…The rotational control can adjust the local pose intuitively by bending and twisting. We encode example deformations with a rotation-invariant mesh representation which handles large rotations in examples. …”
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Widespread release of translational repression across Plasmodium's host-to-vector transmission event. by Kelly T Rios, James P McGee, Aswathy Sebastian, Sanjaya Aththawala Gedara, Robert L Moritz, Marina Feric, Sabrina Absalon, Kristian E Swearingen, Scott E Lindner

“…Therefore, female gametocytes proactively produce and translationally repress mRNAs that encode essential proteins that the zygote requires to establish a new infection. …”
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Endophytes: Colonization, Behaviour, and Their Role in Defense Mechanism by Anteneh Ademe Mengistu

“…However, they have to survive the oxidative environments, and endophytes like Enterobacter sp. encode superoxide dismutases, catalases, and hydroperoxide reductases to cope up the oxidative stress during colonization. …”
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A conserved class of viral RNA structures regulates translation reinitiation through dynamic ribosome interactions by Madeline E. Sherlock, Conner J. Langeberg, Katherine E. Segar, Jeffrey S. Kieft

“…Summary: Certain viral RNAs encode proteins downstream of their main open reading frame, expressed through “termination-reinitiation” events. …”
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Interferon-Stimulated Genes and Immune Metabolites as Broad-Spectrum Biomarkers for Viral Infections by Chien-Hsin Huang, Maudry Laurent-Rolle, Tyler L. Grove, Jack Chun-Chieh Hsu

“…The type I interferon (IFN-I) response is a critical component of the immune defense against various viral pathogens, triggering the expression of hundreds of interferon-stimulated genes (ISGs). These ISGs encode proteins with diverse antiviral functions, targeting various stages of viral replication and restricting infection spread. …”
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Bifurcation Analysis and Synchronous Patterns between Field Coupled Neurons with Time Delay by Li Zhang, Xinlei An, Jiangang Zhang, Qianqian Shi

“…Neurons encode and transmit signals through chemical synaptic or electrical synaptic connections in the actual nervous system. …”
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‘It’s bawdier in Greek’: A.C. Swinburne’s Subversions of the Hellenic Code by Charlotte Ribeyrol

“…And yet, this public or rather ‘official’ use of the Hellenic tongue to encode cultural excellence may be contrasted with the poet’s subversive treatment of Greek in his correspondence exploring more personal Sadian fantasies. …”
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Causality and Subjectivity in Spanish Connectives: Exploring the Use of Automatic Subjectivity Analyses in Various Text Types by Andrea Santana, Dorien Nieuwenhuijsen, Wilbert Spooren, Ted Sanders

“…The goal is to determine the degree to which Spanish causal connectives encode subjectivity across different text types, by carrying out automatic analyses. …”
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