Relevant bibliographies by topics / OUT OF MEMORY

Academic literature on the topic 'OUT OF MEMORY'

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Published: 11 September 2023

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Journal articles on the topic "OUT OF MEMORY"

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López, Juan Carlos. "Weeding out memory extinction." Nature Reviews Neuroscience 3, no. 9 (September 2002): 676. http://dx.doi.org/10.1038/nrn923.

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López, Juan Carlos. "Weeding out memory extinction." Nature Reviews Drug Discovery 1, no. 9 (September 2002): 662. http://dx.doi.org/10.1038/nrd906.

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Bray, Natasha. "Working out working memory." Nature Reviews Neuroscience 18, no. 2 (December 22, 2016): 68. http://dx.doi.org/10.1038/nrn.2016.181.

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Liang, Y. C., A. S. Dvornikov, and P. M. Rentzepis. "Nonvolatile read-out molecular memory." Proceedings of the National Academy of Sciences 100, no. 14 (June 26, 2003): 8109–12. http://dx.doi.org/10.1073/pnas.0832270100.

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Ferrarelli, Leslie K. "Sorting out memory and learning." Science Signaling 10, no. 477 (May 2, 2017): eaan5454. http://dx.doi.org/10.1126/scisignal.aan5454.

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Siegler, Robert S. "Turning memory development inside out." Developmental Review 24, no. 4 (December 2004): 469–75. http://dx.doi.org/10.1016/j.dr.2004.08.007.

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Zablotskiy, Kostyantyn. "Practical aspects of applying squeeze-out and sell-out procedures." Ukrainian Journal of International Law 3 (September 30, 2020): 154–59. http://dx.doi.org/10.36952/uail.2020.3.154-159.

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The process of application of squeeze-out and sell-out procedures in Ukraine is determined, as well as some practical aspects of application of these procedures in practice. The statistics of application of squeeze-out and sell-out procedures in Ukraine from the moment of fixing the possibility of their use at the legislative level are analysed. Some conflicts governing the application of squeeze-out and sell-out procedures have been identified in the Ukrainian legislation, as well as key issues that arise in practice and ways of managing conflict situations that arise in the process of implementation of squeeze-out and sell-out procedures in Ukraine. This article is dedicated to the memory of a prominent lawyer, scientist, academic and my teacher, doctor of jurisprudence, professor – Vasyl Ivanovych Kisil.
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Bower, B. "Memory Boost from Spaced-out Learning." Science News 131, no. 16 (April 18, 1987): 244. http://dx.doi.org/10.2307/3971622.

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Bierejszyk-Kubiak, Joanna. "Airing out the non-memory storage." Autobiografia 5 (2015): 167–76. http://dx.doi.org/10.18276/au.2015.2.5-14.

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Allen, Mark, Mikko Aronniemi, Tomi Mattila, Panu Helistö, Hannu Sipola, Anssi Rautiainen, Jaakko Leppäniemi, Ari Alastalo, Raimo Korhonen, and Heikki Seppä. "Contactless read-out of printed memory." Microelectronic Engineering 88, no. 9 (September 2011): 2941–45. http://dx.doi.org/10.1016/j.mee.2011.04.026.

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Dissertations / Theses on the topic "OUT OF MEMORY"

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Ernstedt, Pontus. "Avoiding Out-Of-Memory Errors in ThinGC." Thesis, Uppsala universitet, Institutionen för informationsteknologi, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-424094.

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A new garbage collector, called ThinGC, is producing out-of-memory errors when applied to certain user applications. ThinGC introduces a classification of objects as either hot or cold, where hot objects are currently in use by the application and cold objects are not. The heap is partitioned into two isolated areas, hot storage and coldstorage, separating the differently classified objects. When cold objects are needed bythe application again, they are first moved back into hot storage - a process called reheating. Reheating requires that space is available in hot storage to accommodate the object. If the reheating fails, ThinGC crashes reporting an out-of-memory error, as ThinGC disallows hot objects to reside in cold storage. As it stands, ThinGC's approach in performing the reheat is flawed, leading to manyfailed reheats when running reheat-prone applications with limited memory space.This thesis sets out to reduce the amount of out-of-memory errors produced byreheats in ThinGC. A strategy which reserves hot storage space specifically forreheats is proposed, and implemented into ThinGC. Evaluation shows that the strategy is successful in avoiding applications crashing. Our implementation comes of short, however, as it puts the burden on the user to configure the amount of memory to reserve for the strategy to work well - a task for which there is no obvious optimal approach.
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St, Croix Bradley. "Fighting It Out: Canadian Troops At Hong Kong and In Memory." Thesis, Université d'Ottawa / University of Ottawa, 2021. http://hdl.handle.net/10393/42553.

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This dissertation examines how the Battle of Hong Kong’s negative legacy has developed in Canada. By using the concept of “zombie myths,” which was first introduced in Zombie Myths of Australian Military History, this study will examine how many individuals, including historians, journalists, and authors, contributed to these myths’ creation and propagation for starting from the Second World War and continuing today. The study draws its conclusions from official texts and histories, personal recollections, newspaper articles, popular historical works, and academic monographs and articles, all relating to the battle. This thesis is separated into two halves. The first part of the study focuses on the history of the battle by exploring several myths that surround it. One of the most contentious myths concerns why the Canadian troops were sent to the colony in the first place. The relationship between the British and Canadian armies from 1914 to 1941 plus the defence planning of Hong Kong from 1841 to 1941, are two crucial elements that will be analyzed in order to vital context about the Canadian reinforcement. The selection of the units of “C” Force and their training are subject to many myths that seek to present the Canadian units as untrained. These will be dispelled through an investigation of training records. The memory of the battle itself has been influenced by overtly nationalistic myths that seek to blame the other nationalities in the garrison for the fall of the colony while simultaneously presenting one’s own national troops as the garrison’s best fighters. Canadian authors and historians are no exception to this trend. Records created by various soldiers, including British, Canadian, and Indian sources, demonstrate that the iii Canadians at Hong Kong fought just as well as the rest of the garrison. The second part of the dissertation focuses on the memory of the battle. Discussions of the Hong Kong Inquiry and the television miniseries The Valour and the Horror bookend a discussion of the factors relating to the battle’s legacy since the Second World War including the Canadian government’s treatment of the Hong Kong veterans and the lack of official recognition. This study delivers a much-needed re-examination of the battle and its legacy in Canada. By explaining and dispelling the numerous myths related to the Battle of Hong Kong, a clearer understanding of the battle’s legacy can be achieved.
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Watt, K. Jane. "Passing out of memory, Georgina Sime and the politics of literary recuperation." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1997. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp04/nq21651.pdf.

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Jaleel, Aamer. "The effects of aggressive out-of-order mechanisms on the memory sub-system." College Park, Md. : University of Maryland, 2005. http://hdl.handle.net/1903/3371.

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Thesis (Ph. D.) -- University of Maryland, College Park, 2005.
Thesis research directed by: Electrical Engineering. Title from t.p. of PDF. Includes bibliographical references. Published by UMI Dissertation Services, Ann Arbor, Mich. Also available in paper.
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Mark, Anthony Wayne. "Comprehending and carrying out instructions : the role of descriptive information." Thesis, McGill University, 1987. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=63989.

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Holder, Elizabeth Suzanne. "No Way Out: A Historical Documentary." Thesis, University of North Texas, 2003. https://digital.library.unt.edu/ark:/67531/metadc4320/.

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No Way Out: A Historical Documentary is the written companion to a forty-minute documentary film entitled "No Way Out". The film deals with a 1974 inmate standoff at a prison in Huntsville, Texas known as the Carrasco Incident. The film examines the prison takeover through the eyes of those who lived through it. Composed of five interviews, "No Way Out" is a compilation of various points of view ranging from former hostages, members of the press, and law enforcement. The written companion for this piece discusses the three phases of the production for this film. These chapters are designed to share with the reader the various intricacies of documentary filmmaking. The thesis also explores theoretical issues concerning collective memory, coping behavior, and the ethics of historical documentary filmmaking.
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Burnett, Lynn Patricia. "Purple poppies in/and fields of green: young lesbians speak out." Thesis, Queensland University of Technology, 2007. https://eprints.qut.edu.au/16317/1/Lynn_Burnett_Thesis.pdf.

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Non-heterosexually identified young people, particularly those with a lesbian identity, have always experienced a marginalised position within Australian culture (Burnett, 1997; Gamson, 2000; Signorile, 1995; Thonneman, 1999). There is very little empirical research available which explores the experiences of lesbian, gay, bisexual and transgender lives (Brown, 1995; Burnett, 1997; Gamson, 2000). Hence myths, stereotypes, invisibility, lack of understanding and marginalisation of non-heterosexual identified people continue to be perpetuated in mainstream Australian society (Baird, 2005; Burnett, 1997; MacBride-Steward, 2004). The anthropological study presented in this dissertation was designed to explore and theorise the lived experiences of young lesbians post-initial coming-out within an Australian context using Memory Work methodology (Haug, 1987). The first goal of this project was to describe and provide details of the under researched and misunderstood lives of young lesbians between the ages of 23 and 33 years of age who had identified as lesbian for between two and ten years; what is termed here as post-initial coming-out. The second goal of the study was to gain insight into how young lesbians, post-initial coming-out, make sense of their lives, selves and identities, and positioning within society given the negative myths and stereotypes which currently exist within the general population in relation to people with non-heterosexual identities. The literature and data presented throughout the dissertation highlight the issues of invisibility, marginalisation, and homophobia experienced by each of the participants within a predominately heterosexual society. They also emphasised the inner strength and resilience developed by each of the participants in the face of adversity as they attempted to construct and make sense of their self narrative and positioning as defined by themselves and the positioning and identity imposed upon them by significant others. The data have been organised into four main focus areas; negotiating the family, work, heterosexual and lesbian landscapes. Lastly, the study sought to further develop and refine the Memory Work methodology (Haug, 1987), particularly as it pertains to a doctoral research program. This study has been able, via the use of Memory Work methodology, to provide richly descriptive and in-depth snap-shots of the lives of young lesbians post-initial coming-out in an Australian context which represents a unique contribution to the research literature. The study concludes with reflections on the methodology as it pertains to a doctoral research program and recommendations for further research which have developed as a result of this investigation. The five participants in this study were strong, independent, brave young wimmin searching for acceptance and an understanding of their post-initial coming-out lesbian identities in an Australian context. While there were only a small number of participants, their memories and experiences yield rich new insights into the everyday lives and experiences of young lesbians.
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Burnett, Lynn Patricia. "Purple poppies in/and fields of green: young lesbians speak out." Queensland University of Technology, 2007. http://eprints.qut.edu.au/16317/.

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Non-heterosexually identified young people, particularly those with a lesbian identity, have always experienced a marginalised position within Australian culture (Burnett, 1997; Gamson, 2000; Signorile, 1995; Thonneman, 1999). There is very little empirical research available which explores the experiences of lesbian, gay, bisexual and transgender lives (Brown, 1995; Burnett, 1997; Gamson, 2000). Hence myths, stereotypes, invisibility, lack of understanding and marginalisation of non-heterosexual identified people continue to be perpetuated in mainstream Australian society (Baird, 2005; Burnett, 1997; MacBride-Steward, 2004). The anthropological study presented in this dissertation was designed to explore and theorise the lived experiences of young lesbians post-initial coming-out within an Australian context using Memory Work methodology (Haug, 1987). The first goal of this project was to describe and provide details of the under researched and misunderstood lives of young lesbians between the ages of 23 and 33 years of age who had identified as lesbian for between two and ten years; what is termed here as post-initial coming-out. The second goal of the study was to gain insight into how young lesbians, post-initial coming-out, make sense of their lives, selves and identities, and positioning within society given the negative myths and stereotypes which currently exist within the general population in relation to people with non-heterosexual identities. The literature and data presented throughout the dissertation highlight the issues of invisibility, marginalisation, and homophobia experienced by each of the participants within a predominately heterosexual society. They also emphasised the inner strength and resilience developed by each of the participants in the face of adversity as they attempted to construct and make sense of their self narrative and positioning as defined by themselves and the positioning and identity imposed upon them by significant others. The data have been organised into four main focus areas; negotiating the family, work, heterosexual and lesbian landscapes. Lastly, the study sought to further develop and refine the Memory Work methodology (Haug, 1987), particularly as it pertains to a doctoral research program. This study has been able, via the use of Memory Work methodology, to provide richly descriptive and in-depth snap-shots of the lives of young lesbians post-initial coming-out in an Australian context which represents a unique contribution to the research literature. The study concludes with reflections on the methodology as it pertains to a doctoral research program and recommendations for further research which have developed as a result of this investigation. The five participants in this study were strong, independent, brave young wimmin searching for acceptance and an understanding of their post-initial coming-out lesbian identities in an Australian context. While there were only a small number of participants, their memories and experiences yield rich new insights into the everyday lives and experiences of young lesbians.
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Berberich, Martin [Verfasser], and Frank [Akademischer Betreuer] Würthner. "Rylene Bisimide-Diarylethene Photochromic Systems for Non-Destructive Memory Read-out / Martin Berberich. Betreuer: Frank Würthner." Würzburg : Universitätsbibliothek der Universität Würzburg, 2012. http://d-nb.info/1027669379/34.

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Yakopcic, Chris. "Memristor Device Modeling and Circuit Design for Read Out Integrated Circuits, Memory Architectures, and Neuromorphic Systems." University of Dayton / OhioLINK, 2014. http://rave.ohiolink.edu/etdc/view?acc_num=dayton1398725462.

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Books on the topic "OUT OF MEMORY"

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Gross, Steve. Time wearing out memory: Schoharie County. New York: W. W. Norton & Company, 2008.

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Čekić, Jovan. Out of memory: Art works 1994-1999. Čačak: "Nadežda Petrović", 2000.

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Donald, James. Out of place: Memory, imagination and the city. Salford Quays: Lowry, 2000.

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Loose theatre: In and out of my memory. Victoria, BC: Trafford Press, 2005.

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Robinson, Phillip R. Using QEMM: Get the most out of Quaterdeck's best-sellingmemory management system. San Mateo, CA: M&T Books, 1992.

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Robinson, Phillip R. Using QEMM: Get the most out of Quarterdeck's best-selling memory management system. San Mateo, Calif: M&T, 1992.

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A memory of rivers: Poems out of the Niger Delta. Bayelsa State, Nigeria: A Daylight Verse Publication, 2006.

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K, Sikorski, Ma Kwan-liu, and Langley Research Center, eds. Out-of-core streamline visualization on large unstructured meshes: [final report]. Hampton, Va: National Aeronautics and Space Administration, Langley Research Center, 1997.

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K, Sikorski, Ma Kwan-Liu, and Langley Research Center, eds. Out-of-core streamline visualization on large unstructured meshes: [final report]. Hampton, Va: National Aeronautics and Space Administration, Langley Research Center, 1997.

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James, Westerhoven, ed. The stones cry out. New York: Harcourt Brace, 1998.

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Book chapters on the topic "OUT OF MEMORY"

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Cohen, Jeffrey J. "Time Out of Memory." In The Post-Historical Middle Ages, 37–61. New York: Palgrave Macmillan US, 2009. http://dx.doi.org/10.1057/9780230621558_3.

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Barker, Timothy. "Television in and out of Time." In Digital Memory Studies, 173–89. New York : Routledge, 2017.: Routledge, 2017. http://dx.doi.org/10.4324/9781315637235-8.

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Portelli, Alessandro. "Politics of Memory." In The Order Has Been Carried Out, 231–76. New York: Palgrave Macmillan US, 2003. http://dx.doi.org/10.1007/978-1-4039-8169-1_9.

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Brunker, Nicole. "“Having a Clean Out are You?”." In The Memory of Clothes, 117–20. Rotterdam: SensePublishers, 2015. http://dx.doi.org/10.1007/978-94-6209-953-1_20.

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Horton, John, and Peter Kraftl. "Clearing out a Cupboard: Memory, Materiality and Transitions." In Geography and Memory, 25–44. London: Palgrave Macmillan UK, 2012. http://dx.doi.org/10.1057/9781137284075_2.

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Sen, Hia. "The Children From Memory." In 'Time-Out' in the Land of Apu, 239–65. Wiesbaden: Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-658-02223-5_9.

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Copeman, Jacob. "The Art of Bleeding: Memory, Martyrdom, and Portraits in Blood." In Blood Will Out, i—xxiv. Oxford, UK: John Wiley & Sons, Ltd, 2013. http://dx.doi.org/10.1002/9781118656235.ch8.

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Taylor, John R. "10 Linguistic Theory and the Multiple-Trace Model of Memory." In Linguistics Inside Out, 208. Amsterdam: John Benjamins Publishing Company, 1997. http://dx.doi.org/10.1075/cilt.148.14tay.

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Toledo, Sivan. "A survey of out-of-core algorithms in numerical linear algebra." In External Memory Algorithms, 161–79. Providence, Rhode Island: American Mathematical Society, 1999. http://dx.doi.org/10.1090/dimacs/050/09.

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Makaryk, Irena R. "Shakespeare Inside Out: Hamlet as Intertext in the USSR 1934–43." In History, Memory, Performance, 116–34. London: Palgrave Macmillan UK, 2015. http://dx.doi.org/10.1057/9781137393890_8.

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Conference papers on the topic "OUT OF MEMORY"

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Nakagawa, Gaku, Hirotaka Kawata, and Shuichi Oikawa. "Out of Memory Prevention Based on Memory Allocation Rate." In 2015 Third International Symposium on Computing and Networking (CANDAR). IEEE, 2015. http://dx.doi.org/10.1109/candar.2015.41.

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Schlichting, Wolfgang, Sadeg Faris, Bunsen Fan, John Haag, Zhijian Lu, Le Li, Tom Milster, and Hui Luo. "Recording And Read-Out Of A Cholesteric Liquid Crystal Based Multilayer Disk." In Symposium on Optical Memory. Washington, D.C.: Optica Publishing Group, 1996. http://dx.doi.org/10.1364/isom.1996.owb.3.

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Numerous applications demand terabyte data storage capacities and data rates exceeding 1 gigabyte/sec (GB/s). The logical means of avoiding the wavelength bottleneck associated with conventional optical disks is by layering. In current state-of-the-art layered disk technology, semi-reflective-layers and depth of focus is used for addressing. The inherent problem with this approach is a loss of light, as high as 70% per semi-reflective layer.
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Stark, Lawrence W., Claudio M. Privitera, Huiyang Yang, Michela Azzariti, Yeuk F. Ho, Angie Chan, Christof Krischer, and Adam Weinberger. "Scanpath memory binding: multiple read-out experiments." In Electronic Imaging '99, edited by Bernice E. Rogowitz and Thrasyvoulos N. Pappas. SPIE, 1999. http://dx.doi.org/10.1117/12.348470.

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Haidar, Azzam, Khairul Kabir, Diana Fayad, Stanimire Tomov, and Jack Dongarra. "Out of memory SVD solver for big data." In 2017 IEEE High Performance Extreme Computing Conference (HPEC). IEEE, 2017. http://dx.doi.org/10.1109/hpec.2017.8091029.

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Mukherjee, Niloy, Kartik Kulkarni, Hui Jin, Jesse Kamp, and Tirthankar Lahiri. "How does Oracle Database In-Memory Scale out?" In 10th International Conference on Software Engineering and Applications. SCITEPRESS - Science and and Technology Publications, 2015. http://dx.doi.org/10.5220/0005497900390044.

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Shad, Hamed Mohtasham, Rose Morris-Wright, Erik D. Demaine, Sandor P. Fekete, and Aaron T. Becker. "Particle computation: Device fan-out and binary memory." In 2015 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2015. http://dx.doi.org/10.1109/icra.2015.7139951.

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Son, Ho-Young, Ki-Jun Sung, Bok-Kyu Choi, Jong-Hoon Kim, and Kangwook Lee. "Fan-out Wafer Level Package for Memory Applications." In 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC). IEEE, 2022. http://dx.doi.org/10.1109/ectc51906.2022.00217.

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Kaur, Gurneet, Keval Vora, Sai Charan Koduru, and Rajiv Gupta. "OMR: out-of-core MapReduce for large data sets." In ISMM '18: The International Symposium on Memory Management 2018. New York, NY, USA: ACM, 2018. http://dx.doi.org/10.1145/3210563.3210568.

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Polyakhova, Elena N., Vladimir N. Starkov, and Nikolai A. Stepenko. "Solar sailing out of ecliptic plane." In 2015 International Conference "Stability and Control Processes" in Memory of V.I. Zubov (SCP). IEEE, 2015. http://dx.doi.org/10.1109/scp.2015.7342060.

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Kim, Hahn, Jeremy Kepner, and Crystal Kahn. "Parallel Out-of-Core Matlab for Extreme Virtual Memory." In 2005 IEEE International Conference on Cluster Computing. IEEE, 2005. http://dx.doi.org/10.1109/clustr.2005.347016.

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Reports on the topic "OUT OF MEMORY"

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Williams, Thomas. Microbial Mating-type Matching memory Game. University of Dundee, 2023. http://dx.doi.org/10.20933/100001286.

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Did you know different microbes have different numbers of mating-types? Print and cut out the attached files to see if you can find all the matching mating-types in this fun memory game and discover more about the lives and appearances of viruses, bacteria, fungi, and protists! Play with 1-4 people age 2+, with each game lasting around 5 minutes.
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Camenzind, Lauren, Molly Kafader, Rachel Schwam, Mikayla Taylor, Zoie Wilkes, and Madison Williams. Space Retrieval Training for Memory Enhancement in Adults with Dementia. University of Tennessee Health Science Center, May 2021. http://dx.doi.org/10.21007/chp.mot2.2021.0013.

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The final portfolio contains 8 research articles from national and international journals. Study designs include one systematic review, one randomized control trial with pretest-posttest design, three small-scale randomized control trials, one quasi-experimental study with no control, one time-series study, and one case study. All studies relate directly to components of the evidence-based practice question and will be used to draft new recommendations for implementation regarding spaced retrieval training for memory enhancement in adults with dementia. Seven out of the eight articles looked at the effects of SR techniques on functional tasks. Articles looked at eating difficulty (1), independent use of walkers (1), iADL function (3), use of technology (1), and ADL function (1). One out of eight articles looked at benefits of spaced retrieval techniques on episodic memory, which is not necessarily a functional task, but is needed to perform functional tasks.
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Титаренко, Дмитро Миколайович, and Таня Пентер. Local memory on war, German occupation and postwar years. An oral history project in the Donbass. Cahiers du monde Russe, Vol. 52, No. 2/3, 2011. http://dx.doi.org/10.31812/123456789/6476.

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This article presents the findings of a small oral history project carried out during the years 2001-2010 in the Eastern Ukrainian Donbass region. We learn from the interviews that loyalties were rather fragile and changed quite frequently during the war. The sharp lines of definition and categorisation which historians have created in dealing with the past do not fit wartime reality. Many people collaborated at one time and participated in Soviet resistance or fought in the Red Army at another. There were no clear lines between collaboration and resistance, but rather moral grey zones. Experiences of the occupation were diverse, and besides, experiences of terror and violence also included cultural and working experiences as well as various personal relationships with the German enemy. Therefore the authors argue for much more integrated research approaches trying to combine the wide range of different wartime experiences.
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Geng, Jun, Yaowen Zhang, Junjia Zhu, Hui Chen, Zhehua Huang, JIanqing Chen, and Fuoquan Luo. Are Alzheimer Disease Biomarkers Associated With Postoperative Delirium or Postoperative Cognitive Change: a Meta-analysis with Trial Sequential Analysis of Prospective Observational Clinical Trial. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, May 2023. http://dx.doi.org/10.37766/inplasy2023.5.0001.

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Review question / Objective: We aimed to figure out whether perioperative Alzheimer disease biomarkers are associated with postoperative delirium or postoperative cognitive change. Condition being studied: Delirium is an acute change in mental status, characterized by fluctuations in the level of consciousness and lack of concentration. Postoperative deliriumPOD is a specific subset of delirium that is not related to emergence from anesthesia. postoperative cognitive change is a decline in cognitive function, especially in memory and executive functions, that may last from 1-12 months after surgery or longer.
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Jason R. Finley, Jason R. Finley. How Does Technology Affect Our Memory? Experiment, January 2014. http://dx.doi.org/10.18258/1866.

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Hart, Carl R., D. Keith Wilson, Chris L. Pettit, and Edward T. Nykaza. Machine-Learning of Long-Range Sound Propagation Through Simulated Atmospheric Turbulence. U.S. Army Engineer Research and Development Center, July 2021. http://dx.doi.org/10.21079/11681/41182.

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Conventional numerical methods can capture the inherent variability of long-range outdoor sound propagation. However, computational memory and time requirements are high. In contrast, machine-learning models provide very fast predictions. This comes by learning from experimental observations or surrogate data. Yet, it is unknown what type of surrogate data is most suitable for machine-learning. This study used a Crank-Nicholson parabolic equation (CNPE) for generating the surrogate data. The CNPE input data were sampled by the Latin hypercube technique. Two separate datasets comprised 5000 samples of model input. The first dataset consisted of transmission loss (TL) fields for single realizations of turbulence. The second dataset consisted of average TL fields for 64 realizations of turbulence. Three machine-learning algorithms were applied to each dataset, namely, ensemble decision trees, neural networks, and cluster-weighted models. Observational data come from a long-range (out to 8 km) sound propagation experiment. In comparison to the experimental observations, regression predictions have 5–7 dB in median absolute error. Surrogate data quality depends on an accurate characterization of refractive and scattering conditions. Predictions obtained through a single realization of turbulence agree better with the experimental observations.
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Castro, Carolina Robledo, Piedad Rocio Lerma-Castaño, and Luis Gerardo Pachón-Ospina. Rehabilitation programs based on computational systems: effects in the executive functions in young and middle adulthood: A scoping review. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, October 2022. http://dx.doi.org/10.37766/inplasy2022.10.0052.

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Review question / Objective: To identify empirical studies that measured the feasibility and effect of computer-based executive function stimulation and rehabilitation programs in the young and middle adult population. Background: Reviews that evaluate the effectiveness of computerized cognitive training programs on executive functions in different population groups have shown contradictory results, to a certain extent associated with the methodological characteristics of said studies (Gates et al., 2019; 2020); most of them These reviews have focused on older adults (Ten Brinke et al., 2020; Yoo et al., 2015) with stroke sequelae, and adults with cognitive impairment. These studies have found improvements in general cognitive function in older adults (Ten Brinke et al., 2020); however, the effect on executive functions have not been studied. Only one review was carried out on the average adult (Gates et al., 2019); the authors restricted the search to interventions with more than 12 weeks and only found one article with eligibility criteria. Their work concluded that computerized cognitive training in midlife demonstrated lasting effects on general cognitive function after 12 weeks of training and on memory after 24 weeks of training.
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BARKHATOV, NIKOLAY, and SERGEY REVUNOV. A software-computational neural network tool for predicting the electromagnetic state of the polar magnetosphere, taking into account the process that simulates its slow loading by the kinetic energy of the solar wind. SIB-Expertise, December 2021. http://dx.doi.org/10.12731/er0519.07122021.

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The auroral activity indices AU, AL, AE, introduced into geophysics at the beginning of the space era, although they have certain drawbacks, are still widely used to monitor geomagnetic activity at high latitudes. The AU index reflects the intensity of the eastern electric jet, while the AL index is determined by the intensity of the western electric jet. There are many regression relationships linking the indices of magnetic activity with a wide range of phenomena observed in the Earth's magnetosphere and atmosphere. These relationships determine the importance of monitoring and predicting geomagnetic activity for research in various areas of solar-terrestrial physics. The most dramatic phenomena in the magnetosphere and high-latitude ionosphere occur during periods of magnetospheric substorms, a sensitive indicator of which is the time variation and value of the AL index. Currently, AL index forecasting is carried out by various methods using both dynamic systems and artificial intelligence. Forecasting is based on the close relationship between the state of the magnetosphere and the parameters of the solar wind and the interplanetary magnetic field (IMF). This application proposes an algorithm for describing the process of substorm formation using an instrument in the form of an Elman-type ANN by reconstructing the AL index using the dynamics of the new integral parameter we introduced. The use of an integral parameter at the input of the ANN makes it possible to simulate the structure and intellectual properties of the biological nervous system, since in this way an additional realization of the memory of the prehistory of the modeled process is provided.
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9

Perdigão, Rui A. P., and Julia Hall. Spatiotemporal Causality and Predictability Beyond Recurrence Collapse in Complex Coevolutionary Systems. Meteoceanics, November 2020. http://dx.doi.org/10.46337/201111.

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Causality and Predictability of Complex Systems pose fundamental challenges even under well-defined structural stochastic-dynamic conditions where the laws of motion and system symmetries are known. However, the edifice of complexity can be profoundly transformed by structural-functional coevolution and non-recurrent elusive mechanisms changing the very same invariants of motion that had been taken for granted. This leads to recurrence collapse and memory loss, precluding the ability of traditional stochastic-dynamic and information-theoretic metrics to provide reliable information about the non-recurrent emergence of fundamental new properties absent from the a priori kinematic geometric and statistical features. Unveiling causal mechanisms and eliciting system dynamic predictability under such challenging conditions is not only a fundamental problem in mathematical and statistical physics, but also one of critical importance to dynamic modelling, risk assessment and decision support e.g. regarding non-recurrent critical transitions and extreme events. In order to address these challenges, generalized metrics in non-ergodic information physics are hereby introduced for unveiling elusive dynamics, causality and predictability of complex dynamical systems undergoing far-from-equilibrium structural-functional coevolution. With these methodological developments at hand, hidden dynamic information is hereby brought out and explicitly quantified even beyond post-critical regime collapse, long after statistical information is lost. The added causal insights and operational predictive value are further highlighted by evaluating the new information metrics among statistically independent variables, where traditional techniques therefore find no information links. Notwithstanding the factorability of the distributions associated to the aforementioned independent variables, synergistic and redundant information are found to emerge from microphysical, event-scale codependencies in far-from-equilibrium nonlinear statistical mechanics. The findings are illustrated to shed light onto fundamental causal mechanisms and unveil elusive dynamic predictability of non-recurrent critical transitions and extreme events across multiscale hydro-climatic problems.
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Cárdenas-Cárdenas, Julián Alonso, Deicy J. Cristiano-Botia, and Nicolás Martínez-Cortés. Colombian inflation forecast using Long Short-Term Memory approach. Banco de la República, June 2023. http://dx.doi.org/10.32468/be.1241.

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We use Long Short Term Memory (LSTM) neural networks, a deep learning technique, to forecast Colombian headline inflation one year ahead through two approaches. The first one uses only information from the target variable, while the second one incorporates additional information from some relevant variables. We employ sample rolling to the traditional neuronal network construction process, selecting the hyperparameters with criteria for minimizing the forecast error. Our results show a better forecasting capacity of the network with information from additional variables, surpassing both the other LSTM application and ARIMA models optimized for forecasting (with and without explanatory variables). This improvement in forecasting accuracy is most pronounced over longer time horizons, specifically from the seventh month onwards.
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