Scalable Low Power Accelerator for Sparse Recurrent Neural Network by Panshi JIN, Junjie LI, Jingyi WANG, Pengchong LI, Lei XING, Xiaodong LI

“…The use of edge computing devices in bank outlets for passenger flow analysis, security protection, risk prevention and control is increasingly widespread, among which the performance and power consumption of AI reasoning chips have become a very important factor in the selection of edge computing devices.Aiming at the problems of recurrent neural network, such as high power consumption, weak reasoning performance and low energy efficiency, which were caused by data dependence and low data reusability, this paper realized a sparse RNN low-power accelerator with scalable voltage by using FPGA, and verifies it on the edge design and calculation equipment.Firstly, the sparse -RNN was analyzed and the processing array was designed by network compression.Secondly, due to the unbalanced workload of sparse RNN, it introduced voltage scaling method to maintain low power consumption and high throughput.Experiments show that this method could significantly improve the RNN reasoning speed of the system and reduce the processing power consumption of the chip.…”
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MANTIKÎ KIYAS İLE FIKHÎ KIYASIN KARŞILAŞTIRILMASI by Nazim Hasırcı

“…In this article in which logical syllogism and Juridical Qıyas are compared two reasoning types are first researched with the main lines, and then compared. …”
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Integrating Knowledge Graphs with Symbolic AI: The Path to Interpretable Hybrid AI Systems in Medicine by Maria-Esther Vidal, Yashrajsinh Chudasama, Hao Huang, Disha Purohit, Maria Torrente

“…Knowledge Graphs (KGs) are graph-based structures that integrate heterogeneous data, capture domain knowledge, and enable explainable AI through symbolic reasoning. This position paper examines the challenges and research opportunities in integrating KGs with neuro-symbolic AI, highlighting their potential to enhance explainability, scalability, and context-aware reasoning in hybrid AI systems. …”
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Z-Distance Based IF-THEN Rules by R. A. Aliev, O. H. Huseynov, R. X. Zulfugarova

“…Decision making, reasoning, and analysis in real-world problems are complicated by imperfect information. …”
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Understanding Large-Scale Social Relationship Data by Combining Conceptual Graphs and Domain Ontologies by Zhao Huang, Liu Yuan

“…Using the term-define capability of ontologies and the graphical structure of the conceptual graph, this paper presents a social relationship description with formal syntax and semantics. The reasoning procedure working on this formal representation can exploit the capability of ontology reasoning and graph homomorphism-based reasoning. …”
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Building a Knowledge Base of Bridge Maintenance Using Knowledge Graph by Yang Zhang, Jia Liu, Kepeng Hou

“…Thirdly, ontology reasoning is adopted to perform consistency check on the BMDO. …”
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LEGAL ADJUDICATION, MATERIAL CORECCTNESS, AND MORAL OBJECTIVITY by Jorge L. Rodríguez

“…In this regard, Carlos Nino's claim that legal reasoning is a form of moral reasoning will be critically assessed by showing that it ultimately conflates the nature of norms with the nature of the reasons for their acceptance. …”
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W poszukiwaniu rozumowania matematycznego najmłodszych uczniów – doniesienie z badań wdrożeniowych by Alina Kalinowska-Iżykowska

“… Mathematical reasoning is a crucial competence for the construction of useful knowledge. …”
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Non-interference trusted model based on processes by ZHANG Xing1, CHEN You-lei2, SHEN Chang-xiang2

“…A novel abstract model for the design of trusted computing platform system was proposed.By using the basic idea of non-interference theory as reference and introduces the reasoning method of process algebra, thus abstracting the system as processes, actions, states and outputs, and giving the formal definition of the trusted of process running.Process isolation trusted theorem was verified formally.Furthermore, by associating process with system state, the definition and the theorem of system running trusted was proposed.The model was established by logic reasoning and independent of special security mechanism and enforcement.The trust of the running system can be realized by any method which satisfies the conditions of the model.…”
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REVITALISASI NALAR HUKUM ISLAM: DARI GERAKAN POLITIK MENUJU KESADARAN ETIK by Hijrian A. Prihantoro

“…This paper aims to discuss the revitalization of the logical reasoning’s epistemology of Islamic Jurisprudence using the sociology of knowledge' approach as the reconstructive effort to see the relation of the religious text and political context of Indonesian social reality. …”
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SCIENTIA SACRA IN SUFISM AS WELTANSCHAUUNG CONTEMPORARY MUSLIM SPIRITUALITY by Imron Mustofa

“…The Sufis have built the concept of Scientia sacra based on the integration of theosophical reasoning, ascetic praxis, and philosophical nature. …”
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Research on dual process theory based telecom augmented cognition by Xiaoxing LIAN, Yong SONG, Jun ZHU, Shuling WANG, Xiaozhou YE, Ye OUYANG

“…Incorporating the current works in augmented large language models (LLM), a dual process theory based telecom augmented cognition architecture (TACA) was proposed.This architecture addressed challenges faced by LLM in the field of telecom, such as lack of domain-specific knowledge and limited reasoning capabilities.It aims to enhance cognitive reasoning, knowledge integration, tooling, and autonomous decision-execution capabilities for complex telco-scenarios.Technical application references for different telco-scenarios were provided, and the effectiveness and feasibility of the augmented cognition solution were preliminarily validated in addressing complex problems through experiments.The proposed TACA can serve as a future reference architecture for the application of LLMs in the telecom industry.…”
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An evidence perspective on topical relevance types and its implications for exploratory and task-based retrieval by Xiaoli Huang, Dagobert Soergel

“…They can also be used in teaching reasoning skills.…”
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Document-level relation extraction via dual attention fusion and dynamic asymmetric loss by Xiaoyao Ding, Dongyan Ding, Gang Zhou, Jicang Lu, Taojie Zhu

“…Abstract Document-level relation extraction (RE), which requires integrating and reasoning information to identify multiple possible relations among entities. …”
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Fra novice til oldtimer – domsmandsrollen som læringsproces by Louise Victoria Johansen

“…Lay judges are supposed to contribute with their mundane, common sense, untouched by legal reasoning and knowledge. These ideals are also prevalent in Denmark. …”
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Jak nauczyciele i uczniowie rozwiązują zadania matematyczne, czyli o poprawnych i niepoprawnych rozumowaniach by Monika Czajkowska, Beata Bugajska-Jaszczołt

“…The most significant are those which contribute to the development of mathematical reasoning in students. In this paper, we present the results of the research carried out to check the extent to which students’ and teachers’ reasoning (correct and incorrect) coincide with each other. …”
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Moral development in preschool children according to Kohlberg’s stages: A revised analysis from the perspective of Positive Psychotherapy by Elmedina Cesco

“… This study investigates the moral development of preschool children aged 3 to 6 in Kosovo, framed within Kohlberg’s theory of moral reasoning and principles of Positive Psychotherapy. …”
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Physical Activity and Individual Cognitive Function Parameters: Unique Exercise-Induced Mechanisms by Emily Frith, Paul D. Loprinzi

“…Cognitive-based parameters, including memory, reasoning, concentration and planning are key cognitions essential for optimal daily function. …”
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The Critique and Examination of the Book: Islamic Thought 1 by Morteza Shajari

“…The authors of this book have presented their own accepted opinions with theological attitudes and with very weak reasons. When they realized the weaknesses of traditional theology reasoning, and and when they could not provide rational  proofs for it, they drew on some terms  and reasoning of transcendental wisdom, which per se led to some contradictions in represented opinions in this book. …”
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