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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Community Media 2.0: A Report from the ‘Co-Creative Communities’ Forum by Edmond Maura

“…Participatory digital culture presents major challenges to all traditional media outlets, but it presents very direct challenges to the community broadcast sector, which was established from the outset as local, community-driven and participatory. …”
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The Role of Lean Marketing in Achieving Sustainable Competitive Advantage: An Analytical Study at Al-Mosul Dairy Manufactory by Harith Hussein Ali, Shahla Salem Khalil, Rana Jamal Khalil

“…In total (67%) valid completed questionnaires, out of (75) questionnaire forms distributed to the manufacturer’s marketing departments and distribution outlets.  This study is based on a number of conceptual and applied questions concerning the relationship of correlation and its influence between the variables of research. …”
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Analysis of the public catering market in the Penza region by E. V. Kuznetsova, I. A. Strekalovsky

“…The main player in the market in terms of revenue and number of catering outlets is the fast food sector. The main challenges faced by restaurateurs in 2022–2023 have been described. …”
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Exploring self-declared prohibited substance use in combat sports: The Serbian perspective by Vuk Raonić, Ivana Milovanović, Roberto Roklicer, Marko Manojlović, Tatjana Trivić, Patrik Drid

“…Participants highlighted that the availability of information on doping has increased with the advent of the Internet and specialized retail outlets. The testimonies indicate that the culture of doping is driven not only by the pursuit of enhanced sports performance but also by aesthetic considerations and social pressures, underscoring the complexity of doping use in both professional and recreational sports. …”
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Exploring family travel motivation, preference, and decision-making with children of different ages by Tzuhui Angie Tseng, Hsiu-Wen Chien, Ching-Cheng Shen

“…This study also sought to uncover whether differences exist in modes of decision-making concerning family tourism, travel frequency, travel length, dining outlets, accommodation, and modes of transportation among families with children of different ages. …”
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Evaluation of Vision-Language Transformers for Multimodal News Authenticity and Integrity in Journalism: A Multi-Criteria Decision-Making Approach by Juan Liu

“…The results highlight how VLTs may support trustworthy journalism by giving media outlets cutting-edge resources to uphold public confidence. …”
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L’agro-écologie en Montagne limousine : une production alimentaire plus diversifiée et relocalisée, au service de l’emploi et de la préservation des espaces semi-naturels by Nathan Morsel, Nadège Garambois

“…The farmers have therefore had to turn to short supply chains and more local outlets. Local markets nevertheless have their limits and encourage a closer collaboration between breeders and butchers as well as reflection on the stakes of food equity in declining rural areas like the Limousin Mountains.…”
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Discussion on the Application of Water Environment Treatment and Three-water Separation Project in Shenzhen by TANG Yawen, CHEN Wangwang

“…To fulfill the overall requirement of long-term cleanliness and sustainable development of the water environment in Shenzhen,this paper investigates the Longgang River Basin Water Environment Management Project to propose a general three-water separation plan that integrates “closed sewage system,open rainwater system,and efficient interception system”.Tracing to the source and diversion of key outlets and sewage interception transformation are carried out to release the clean base flow,drive the sewage system to be relatively independent from the initial light rain system,and ultimately to slow down non-point source pollution,improve the quality and efficiency of the sewage treatment plant,and strengthen the operation and maintenance scheduling of the pipe network system.With the implementation of the three-water separation project,the influent biochemical oxygen demand (BOD) concentration of the sewage treatment plant in the Longgang River Basin is significantly lower than that in 2019 after the second half of 2020.Therefore,applying the three-water separation project to water environment treatment is essential for fulfilling the assessment requirements on water control and quality improvement in Shenzhen and accomplishing relevant construction tasks.…”
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Consumers' Response to "Neonic-Free" and Other Insect Pollinator Promotions on Ornamental Plants by Hayk Khachatryan, Alicia Rihn

“…This 3-page fact sheet describes the results of a study investigating how consumers’ awareness of neonic insecticides influenced their preferences and purchasing behavior for plants and explores the marketing potential of using alternate pollinator promotions (besides neonic-free) in garden center retail outlets. Written by Hayk Khachatryan and Alicia Rihn, and published by the Food and Resource Economics Department, March 2016. …”
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The Conspiracist Strategy: Lessons from American Alternative Health Promotions by Gad Yair

“…In contemporary America, for example, politicians and media outlets employ conspiracist strategies to raise fears from the 'deep state.' …”
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Les boutiques dans les colonies de Lyon et de Vienne entre le i er s. av. et le iii e s. apr. J.-C. by Marine Lépée

“…More than domestic space or public buildings, retail outlets tended to assert themselves as major interfaces in the urban fabric and therefore as places where the idea of a boundary became a reality and tended to be passed. …”
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The role of the Indonesian child protection commission in the Papua province conflict by Yuspani Asemki, Titin Purwaningsih

“…Employing qualitative methods, data sourced from prominent media outlets including Kompas, Suara Papua, Jubi, Detik, and CNN are meticulously analyzed using the Nvivo 12 Plus Application. …”
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Media Framing of “Ultimatum, No Thanks” Protests in North Macedonia: Analyzing Nationalist Confrontation and Ethnic Solidarity Frames by Samet Yerköy

“…Through a qualitative analysis of media coverage, specifically focusing on online media outlets,the study explores how different frames, such as Nationalist Confrontation and Ethnic Solidarity, shapedpublic discourse and perceptions of the protests. …”
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Numerical and Physical Modeling of Steel Flow Behavior in the Two Strand Tundish During Nonconventional Pouring Conditions by A. Cwudziński, B. Bul'ko, P. Demeter

“…Tundish is a flow reactors, hence there is a strong correlation between its flow control devices such as dam, subflux flow controller, gas permeable barrier or advanced ladle shroud equipped, its shape of the internal working volume and the number of outlets visible in the formation of individual hydrodynamic structures. …”
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A Systematic Overview of Fuzzy-Random Option Pricing in Discrete Time and Fuzzy-Random Binomial Extension Sensitive Interest Rate Pricing by Jorge de Andrés-Sánchez

“…We present a structured review of papers on FROP in discrete time (FROPDT), identifying the principal papers and outlets. The findings reveal that this focus has been applied to price options on stocks, stock indices, and real options. …”
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Introduction of a siphon pump for large-scale irrigation in East Belesa district, Ethiopia by Atikilt Abera Alemayehu, Melkie Desalegn, Melaku Hunie

“…However, the dam was not functional for a long time due to the silting of the bottom sediment and water outlets. Therefore, the study aimed to transfer water over the dam crest using a low-cost siphon pump for large-scale irrigation. …”
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Le Touat dans la globalité médiévale by Hadrien Collet, Ingrid Houssaye Michienzi

“…The second part follows on and offers a synthesis of the state of knowledge on the question of copper in the context of the great trans-Saharan trade and its southern West African outlets (Sahel, forest zone). The main purpose is to show how the data in the Datini collection can shed new light on the geopolitics of copper in the Sahara and the Sahel around 1400 and contribute to enrich a patchy documentation and provide material for the development of new theories and ideas.…”
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La nuit mamelouke.Contribution à l’histoire du quotidien au Caire et à Damas à la fin du Moyen Âge by Mathieu Eychenne

“…Besides, Mamluk power and religious authorities also invested the city through celebrations and ceremonies performed by night which often turned into popular festivals and outlets while urban elites considered night-time as an opportunity to perfect their social role in a more intimate way and to provide evidence of their elevated status. …”
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Analysis of bottleneck technology identification and development characteristics in the electronic manufacturing industry. by Lei Zhou

“…The concept of "bottleneck technology" gained prominence in diverse media outlets. Chinese government acknowledged the importance of identifying pertinent bottleneck technologies in specific sectors, particularly in electronic manufacturing. …”
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