A survey on deep learning based joint source-channel coding by Tianjie MU, Xiaohui CHEN, Yiyun WANG, Lupeng MA, Dong LIU, Jing ZHOU, Wenyi ZHANG

“…Classical information theory shows that separate source-channel coding is asymptotically optimal over a point-to-point channel.As modern communication systems are becoming more sensitive to delays and bandwidth,it becomes difficult to adopt the assumption that such separate designs have unlimited computing power for encoding and decoding.Compared to joint source-channel coding,separate coding has proven to be sub-optimal when the bandwidth is limited.However,conventional joint source-channel coding schemes require complicated design.In contrast,data-driven deep learning brings new designing ideas into the paradigm.A summary of relevant research results was provided,which will help to clarify the way in which deep learning methods solve the joint source-channel coding problem and to provide an overviewof new research directions.Source compression schemes and end-to-end communication system models were firstly introduced,both based on deep learning,then two kinds of joint coding designs under different types of source,and potential problems of joint source-channel coding based on deep learning and possible future research directions were introduced.…”
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CHILDREN LANGUAGE ACQUISITION PROCESS by Loli Safitri

“…To find out the answer of the problem in this research, the researcher uses the related theories, they are Lyons (1981), Varshney (2003), Chomsky (2009), Bolinger (2002), Gleason (1998), Steinberg (2003), Fromkin (1983), Bolinger (2002) and Steinberg (2003). …”
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THE RACIAL FACTOR AND PAN-AFRICANISM IN NIGERIAN FOREIGN POLICY by JOHN TOR TSUWA, AFONGU AONDOAKAA IORNUMBE

“…The paper adopts secondary sources of data and the role theory as a framework of analysis. The building of transnational and transcontinental solidarity among the people of African descent has been central to Nigerian foreign policy direction. …”
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Business ecosystem sustainability management by Yu. N. Kafiyatullina, E. E. Panfilova

“…The methodology of scientific research is based on the assessment of the digital maturity of business processes, the theory of interaction between organizations and the platform approach. …”
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Social Paradigms Shaping Leisure Research Designs: A Systematic Review by Tennur Yerlisu Lapa, Elif Köse, İlhan Günbayı

“…These philosophical hypotheses stand out in every stage of the research including conducting the theory, type and method of the research and reporting. …”
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Explaining complexity to power. A failed mission? by Gloria Regonini

“…At the heart of Dente’s scientific vision lie theories and methods of policy evaluation that are sensitive to two different sources of complexity: the nature of policy problems and the relationship between the evaluator and the evaluated. …”
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A simple model for Behavioral Time Scale Synaptic Plasticity (BTSP) provides content addressable memory with binary synapses and one-shot learning by Yujie Wu, Wolfgang Maass

“…We introduce a transparent model for the core function of this learning rule and establish a theory that enables a principled understanding of the system of memory traces that it creates. …”
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Effect of Contact Preference among Heterogeneous Individuals on Social Contagions by Yining Xu, Jinghua Xiao, Xiaochen Wang

“…Thus, we propose a social contagion model which takes the heterogeneity of individual influence and contact preference into account, and make a theoretical analysis of the social spreading process by developing an edge-based compartmental theory. We find that the competition between simple contagion and complex contagion leads to the emergence of crossover phase transition phenomena when the influence of ordinary individuals is low: it changes from being hybrid to continuous, then to hybrid, and eventually to continuous phase transition with the increase of the contact probability of homogeneous individuals. …”
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BUILDING COMPETITIVE ADVANTAGE OF THE COMPANY BASED ON CHANGING ORGANIZATIONAL CULTURE by Hariz Muratović

“… In the theory and practice of the organization and management in the developed countries, the organizational culture becomes more and more important source of discreet, obscure but powerful and long sustainable competitive advantage, if it is developed as especially effective and established to strengthen its content which enables value creation in accordance with the selected way of competing. …”
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The role of the research phase in information seeking behaviour of Jewish studies scholars: a modification of Ellis's behavioural characteristics by Jenny Bronstein

“…</b> Data were analysed using the grounded theory approach. This method consists of identifying incidents, events and activities and coding them into their respective categories by constantly comparing them to the properties of the emerging category to develop and saturate the category. …”
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Evaluating the Role of Professional Identity and Future Orientation in Enhancing Learning Engagement Among Special Education Majored Students: A Moderated Mediation Effect by Tan Shaojie

“…These research results enrich the theory of special education and have practical significance for improving the quality of special education teacher training.…”
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AN APPRAISAL OF THE EFFECTIVENESS AND EFFICIENCY OF NIGERIA'S COUNTER-TERRORISM APPROACH IN THE NORTH EAST - 2009-2021 by Roberts Anya Nkata

“…The discussion applied Sir Gerald Templer's Heart and Mind counter-insurgency theory. The paper employed a quantitative approach to data collection and analysis. …”
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Second-Order Sliding Mode Guidance Law considering Second-Order Dynamics of Autopilot by Kuanqiao Zhang, Suochang Yang

“…Combined with the dynamic surface control theory, we proposed a second-order sliding mode guidance law considering the second-order dynamic characteristics of the autopilot and proved its finite-time convergence characteristics. …”
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Photovoltaic MPPT control and improvement strategies considering environmental factors: based on PID-type sliding mode control and improved grey wolf optimization by Leijia Liu

“…This study lays the groundwork for applying IGWO and new SMC control theories in the field of renewable energy generation. …”
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Improved 2D Discrete Hyperchaos Mapping with Complex Behaviour and Algebraic Structure for Strong S-Boxes Generation by Musheer Ahmad, Eesa Al-Solami

“…This paper proposes to present a novel method of generating cryptographic dynamic substitution-boxes, which makes use of the combined effect of discrete hyperchaos mapping and algebraic group theory. Firstly, an improved 2D hyperchaotic map is proposed, which consists of better dynamical behaviour in terms of large Lyapunov exponents, excellent bifurcation, phase attractor, high entropy, and unpredictability. …”
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On ∼n Notion of Conjugacy in Some Classes of Epigroups by Aftab Hussain Shah, Amal S. Alali, Mohd Rafiq Parray

“…The action of any group on itself by conjugation and the corresponding conjugacy relation plays an important role in group theory. Generalizing the group theoretic notion of conjugacy to semigroups is one of the interesting problems, and semigroup theorists had produced substantial amount of research in this direction. …”
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Legal analysis of the procedure for the formation of the law of the republic of Indonesia by Mustamin Mustamin, Muhammad Azhar Nur

“…This research uses a descriptive normative approach, namely by explaining or legislation, legal theories, the teachings of the science of law as well as the opinions of leading scholars. …”
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TECHNOLOGICAL POTENTIAL FOR DEVELOPMENT OF INNOVATION ECONOMY IN RUSSIA: THE LIMITS AND LIMITATIONS OF THE SIXTH TECHNOLOGICAL ORDER by I. S. Prokhorova

“…The methodological basis is the theory of technological structures. The research methodology is based on the analysis of the main indicators of technological innovation potential of the country’s economy to overcome the technological gap and implement the strategy of equal entry into the sixth technological order. …”
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Kinematics Analysis of 1T3R Parallel Mechanism with Decoupling-reducing Structure based on Hybrid Drive by Guowang Chen, Li Du, Linxian Che, Junkun Hong, Mafei Bao

“…Based on the position feature set theory and decoupling principle of parallel mechanism, a new kind of structure decoupled parallel mechanism with hybrid driving and local motion decoupling is designed and its movement is one translation and three rotations (1T3R). …”
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On the Constant Partition Dimension of Some Generalized Families of Toeplitz Graph by Ali N. A. Koam, Ali Ahmad, Maryam Salem Alatawi, Adnan Khalil, Muhammad Azeem

“…The use of graph theory is prevalent in the field of network design, whereby it finds utility in several domains such as the development of integrated circuits, communication networks, and transportation systems. …”
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