Academic literature on the topic 'Single layer perceptron'

Create a spot-on reference in APA, MLA, Chicago, Harvard, and other styles

Select a source type:

Consult the lists of relevant articles, books, theses, conference reports, and other scholarly sources on the topic 'Single layer perceptron.'

Next to every source in the list of references, there is an 'Add to bibliography' button. Press on it, and we will generate automatically the bibliographic reference to the chosen work in the citation style you need: APA, MLA, Harvard, Chicago, Vancouver, etc.

You can also download the full text of the academic publication as pdf and read online its abstract whenever available in the metadata.

Journal articles on the topic "Single layer perceptron"

1

Shynk, J. J. "Performance surfaces of a single-layer perceptron." IEEE Transactions on Neural Networks 1, no. 3 (1990): 268–74. http://dx.doi.org/10.1109/72.80252.

Full text
APA, Harvard, Vancouver, ISO, and other styles
2

Agung Riansa, Dimas, Widodo, and Bambang Prasetya Adhi. "Pengenalan Tanda Tangan Menggunakan Algoritma Single Layer Perceptron." PINTER : Jurnal Pendidikan Teknik Informatika dan Komputer 3, no. 1 (2019): 1–6. http://dx.doi.org/10.21009/pinter.3.1.1.

Full text
Abstract:
Tanda tangan adalah sebuah tulisan tangan yang digunakan untuk mengesahkan sebuah dokumen atau surat Keterdapatan tanda tangan dalam sebuah dokumen mengartikan bahwa pihak yang menandatangani mengetahui dan menyetujui seluruh isi dari dokumen. Hal ini menyebabkan tanda tangan dapat dipalsukan oleh pihak yang tidak bertanggung jawab. Tanda tangan dapat dikenali keaslianya secara manual atau dengan penggunaan komputer dengan menggunakan jaringan syaraf tiruan (JST). Perceptron adalah salah satu algoritma jaringan syaraf tiruan yang dapat digunakan untuk mengenali tanda tangan dengan akurat. Algoritma Perceptron merupakan sebuah algoritma yang digunakan untuk supervised learning (Pembelajaran Terarah) yang dapat mengklasifikasi sebuah input yang bersifat linearly seperable (dapat dipisahkan secara linier) kedalam kelas-kelas tertentu. Peneliti menggunakan tanda tangan dari 5 pejabat fakultas teknik universitas negeri Jakarta, terdapat 15 tanda tangan asli masing masing pejabat dan terdapat juga 15 tanda tangan palsu masing masing pejabat, secara keseluruhan terdapat 150 tanda tangan yang akan dijadikan sebagai data uji (data test) dan data latih (data train). K fold-cross validation digunakan untuk mendapatkan tingkat akurasi yang valid dari penggunaan algoritma perceptron. Hasil pengenalan tanda tangan menggunakan algoritma perceptron yang tingkat akurasinya diukur dengan menggunakan k fold-cross validation, memiliki rata-rata akurasi algoritma 78.667%
APA, Harvard, Vancouver, ISO, and other styles
3

Hu, Yi-Chung. "Bankruptcy prediction using ELECTRE-based single-layer perceptron." Neurocomputing 72, no. 13-15 (2009): 3150–57. http://dx.doi.org/10.1016/j.neucom.2009.03.002.

Full text
APA, Harvard, Vancouver, ISO, and other styles
4

Takagi, Shiro, Yuki Yoshida, and Masato Okada. "Impact of Layer Normalization on Single-Layer Perceptron — Statistical Mechanical Analysis." Journal of the Physical Society of Japan 88, no. 7 (2019): 074003. http://dx.doi.org/10.7566/jpsj.88.074003.

Full text
APA, Harvard, Vancouver, ISO, and other styles
5

Hu, Yi-Chung, Jen-Hung Wang, and Chia-Ying Chang. "Flow-based grey single-layer perceptron with fuzzy integral." Neurocomputing 91 (August 2012): 86–89. http://dx.doi.org/10.1016/j.neucom.2012.02.022.

Full text
APA, Harvard, Vancouver, ISO, and other styles
6

Uykan, Z. "Clustering-based algorithms for single-hidden-layer sigmoid perceptron." IEEE Transactions on Neural Networks 14, no. 3 (2003): 708–15. http://dx.doi.org/10.1109/tnn.2003.813532.

Full text
APA, Harvard, Vancouver, ISO, and other styles
7

Forsström, J. J., K. Irjala, G. Selén, M. Nyström, and P. Eiuund. "Using data preprocessing and single layer perceptron to analyze laboratory data." Scandinavian Journal of Clinical and Laboratory Investigation 55, sup222 (1995): 75–81. http://dx.doi.org/10.3109/00365519509088453.

Full text
APA, Harvard, Vancouver, ISO, and other styles
8

Saad, D. "Capacity of the single-layer perceptron and minimal trajectory training algorithms." Journal of Physics A: Mathematical and General 26, no. 15 (1993): 3757–73. http://dx.doi.org/10.1088/0305-4470/26/15/025.

Full text
APA, Harvard, Vancouver, ISO, and other styles
9

Hu, Yi-Chung. "A single-layer perceptron with PROMETHEE methods using novel preference indices." Neurocomputing 73, no. 16-18 (2010): 2920–27. http://dx.doi.org/10.1016/j.neucom.2010.08.002.

Full text
APA, Harvard, Vancouver, ISO, and other styles
10

Hu, Yi-Chung. "Nonadditive similarity-based single-layer perceptron for multi-criteria collaborative filtering." Neurocomputing 129 (April 2014): 306–14. http://dx.doi.org/10.1016/j.neucom.2013.09.027.

Full text
APA, Harvard, Vancouver, ISO, and other styles
More sources

Dissertations / Theses on the topic "Single layer perceptron"

1

ITAKURA, Fumitada, Kazuya TAKEDA, Katsunobu ITOU, and Weifeng LI. "Single-Channel Multiple Regression for In-Car Speech Enhancement." Institute of Electronics, Information and Communication Engineers, 2006. http://hdl.handle.net/2237/15051.

Full text
APA, Harvard, Vancouver, ISO, and other styles
2

Kybartas, Rimantas. "Multi-class recognition using pair-wise classifiers." Doctoral thesis, Lithuanian Academic Libraries Network (LABT), 2010. http://vddb.laba.lt/obj/LT-eLABa-0001:E.02~2010~D_20101001_150424-92661.

Full text
Abstract:
There are plenty of solutions for the task of multi-class recognition. Unfortunately, these solutions are not always unanimous. Most of them are based on empirical experiments while statistical data features consideration is often omitted. That’s why questions like when and which method should be used, what the reliability of any chosen method is for solving a multi-class recognition task arise. In this dissertation two-stage multi-class decision methods are analyzed. Pair-wise classifiers able to better exploit statistical data features are used in the first stage of such methods. In the second stage a particular fusion rule of the first stage results is used to fuse the first stage results in order to produce the final classification decision. Complexity issues of pair-wise classifiers, training data size and precision of method quality estimation are pointed out in the research. The precision of algorithm highly depends on the data and the number of experiments performed (data permutation, division into training and testing data). It is shown that the declared superiority of some known algorithms is not reliable due to low precision of estimation. A detailed comparison of well known multi-class classification methods is performed and a new pair-wise classifier fusion method based on similar method used in multi-class classifier fusion is presented. The recommendations for multi-class classification task designer are provided. Methods which allow reducing classification... [to full text]<br>Daugelio klasių atpažinimo uždaviniams spręsti yra sukurta aibė sprendimų ir ne visada vieningų rekomendacijų. Dauguma jų paremta empiriniais bandymais, retai atsižvelgiama į statistines duomenų savybes. Dėl to sprendžiant daugelio klasių klasifikavimo uždavinį kyla klausimų, kurį metodą ir kada geriausia naudoti, koks vieno ar kito metodo patikimumas. Disertacijoje nagrinėjami dviejų pakopų sprendimo priėmimo metodai, kai pirmame etape sudaromi klasifikatoriai poroms (angl. pair-wise), sugebantys geriau išnaudoti klasių tarpusavio statistines savybes, o kitame etape yra atliekamas klasifikatorių poroms rezultatų apjungimas. Tyrime ypatingas dėmesys yra skiriamas klasifikatorių poroms sudėtingumui, mokymo duomenų kiekiui bei algoritmų kokybės įvertinimo tikslumui. Tikslumas labai priklauso nuo duomenų bei atliktų eksperimentų kiekio (duomenų permaišymo klasėse, juos skirstant į mokymo ir testavimo). Parodyta, jog dėl žemo įvertinimo tikslumo kai kurių publikuotų algoritmų deklaruojamas pranašumas prieš žinomus algoritmus nėra patikimas. Darbe atliktas detalus žinomų metodų palyginimas bei pristatytas naujai sukurtas klasifikatorių poroms apjungimo algoritmas, kuris yra paremtas analogišku algoritmu daugelio klasių klasifikatorių rezultatų apjungimui. Pateiktos bendros rekomendacijos, kaip projektuotojui elgtis daugelio klasių atveju. Pasiūlyti metodai, leidžiantys sumažinti klasifikavimo klaidą atliekant klasifikatorių poroms apjungimo koregavimą, kad algoritmas nebūtų... [toliau žr. visą tekstą]
APA, Harvard, Vancouver, ISO, and other styles
3

Kybartas, Rimantas. "Daugelio klasių atpažinimas naudojant klasifikatorius poroms." Doctoral thesis, Lithuanian Academic Libraries Network (LABT), 2010. http://vddb.laba.lt/obj/LT-eLABa-0001:E.02~2010~D_20101001_150435-26873.

Full text
Abstract:
Daugelio klasių atpažinimo uždaviniams spręsti yra sukurta aibė sprendimų ir ne visada vieningų rekomendacijų. Dauguma jų paremta empiriniais bandymais, retai atsižvelgiama į statistines duomenų savybes. Dėl to sprendžiant daugelio klasių klasifikavimo uždavinį kyla klausimų, kurį metodą ir kada geriausia naudoti, koks vieno ar kito metodo patikimumas. Disertacijoje nagrinėjami dviejų pakopų sprendimo priėmimo metodai, kai pirmame etape sudaromi klasifikatoriai poroms (angl. pair-wise), sugebantys geriau išnaudoti klasių tarpusavio statistines savybes, o kitame etape yra atliekamas klasifikatorių poroms rezultatų apjungimas. Tyrime ypatingas dėmesys yra skiriamas klasifikatorių poroms sudėtingumui, mokymo duomenų kiekiui bei algoritmų kokybės įvertinimo tikslumui. Tikslumas labai priklauso nuo duomenų bei atliktų eksperimentų kiekio (duomenų permaišymo klasėse, juos skirstant į mokymo ir testavimo). Parodyta, jog dėl žemo įvertinimo tikslumo kai kurių publikuotų algoritmų deklaruojamas pranašumas prieš žinomus algoritmus nėra patikimas. Darbe atliktas detalus žinomų metodų palyginimas bei pristatytas naujai sukurtas klasifikatorių poroms apjungimo algoritmas, kuris yra paremtas analogišku algoritmu daugelio klasių klasifikatorių rezultatų apjungimui. Pateiktos bendros rekomendacijos, kaip projektuotojui elgtis daugelio klasių atveju. Pasiūlyti metodai, leidžiantys sumažinti klasifikavimo klaidą atliekant klasifikatorių poroms apjungimo koregavimą, kad algoritmas nebūtų... [toliau žr. visą tekstą]<br>There are plenty of solutions for the task of multi-class recognition. Unfortunately, these solutions are not always unanimous. Most of them are based on empirical experiments while statistical data features consideration is often omitted. That’s why questions like when and which method should be used, what the reliability of any chosen method is for solving a multi-class recognition task arise. In this dissertation two-stage multi-class decision methods are analyzed. Pair-wise classifiers able to better exploit statistical data features are used in the first stage of such methods. In the second stage a particular fusion rule of the first stage results is used to fuse the first stage results in order to produce the final classification decision. Complexity issues of pair-wise classifiers, training data size and precision of method quality estimation are pointed out in the research. The precision of algorithm highly depends on the data and the number of experiments performed (data permutation, division into training and testing data). It is shown that the declared superiority of some known algorithms is not reliable due to low precision of estimation. A detailed comparison of well known multi-class classification methods is performed and a new pair-wise classifier fusion method based on similar method used in multi-class classifier fusion is presented. The recommendations for multi-class classification task designer are provided. Methods which allow reducing classification... [to full text]
APA, Harvard, Vancouver, ISO, and other styles

Books on the topic "Single layer perceptron"

1

Ott, Walter. Later Malebranche. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198791713.003.0010.

Full text
Abstract:
This chapter looks at two of Malebranche’s later innovations. I argue that the first (imbuing ideas with causal power) is of no help in explaining perception, for a causal connection is insufficiently fine-grained. The doctrine of intelligible extension exacerbates these problems, since it is uniform; any differences among its ‘regions’ is due to the activity of human minds. The chapter shows that Malebranche’s later work, in his exchanges with Arnauld and Régis, departs from the entire Cartesian picture. Malebranche’s subject does not use an idea to think about the world of extension, for the simple reason that intelligible extension is not a Cartesian idea and plays none of the roles the Cartesians assign to it. Intelligible extension is not a representation; it is not ‘of’ anything. The chapter concludes by arguing that Malebranche’s ‘flattening’ of ideas influenced George Berkeley, who also denies that the immediate objects of experience are representations.
APA, Harvard, Vancouver, ISO, and other styles
2

Harding, Dennis. Iron Age Hillforts in Britain and Beyond. Oxford University Press, 2012. http://dx.doi.org/10.1093/oso/9780199695249.001.0001.

Full text
Abstract:
Widely regarded as major visible field monuments of the Iron Age, hillforts are central to an understanding of later prehistoric communities in Britain and Europe from the later Bronze Age. With such a range of variants represented, no single explanation of their function or social significance could satisfy all possible interpretations of their role. While they are conventionally viewed as defence settlements or regional centres controlled by a social elite, this role has been challenged in recent years, and instead hillforts are being considered primarily as expressions of social identity with strong ritual and cosmological associations. Current hillfort interpretations are in danger of reflecting contemporary social sensitivities more strongly than any recognizable Iron Age priorities, and the need for critical analysis of basic archaeological evidence is paramount. Critically reviewing the evidence of hillforts in Britain, in the wider context of Ireland and continental Europe, the volume focuses on their structural features, chronology, landscape context, and their social, economic and symbolic functions, and is well illustrated throughout with site plans, reconstruction drawings, and photographs. Harding reviews the changing perceptions of hillforts and the future prospects for hillfort research, highlighting aspects of contemporary investigation and interpretation.
APA, Harvard, Vancouver, ISO, and other styles
3

Westfahl, Gary. Journey to the Future. University of Illinois Press, 2017. http://dx.doi.org/10.5406/illinois/9780252037801.003.0002.

Full text
Abstract:
This chapter describes William Gibson's early years based on his autobiographical sketch, “Since 1948,” first posted to his blog on November 6, 2002. There, he relates the generally familiar story of how he was born in South Carolina and, as a child, frequently moved with his parents because of his father's various jobs. In these early years, the major influence on Gibson's life was television. This chapter first considers Gibson's childhood and adolescence before discussing how he discovered science fiction literature, which became his passion. It then considers the change in Gibson's perception of science fiction beginning in 1962, which he often attributes to his chance discovery of William S. Burroughs and, through him, other Beat Generation writers. It also looks at Gibson's publication of fanzines, his enthusiasm about Fritz Leiber, and how he developed an interest in science fiction poetry and later in nonfiction. Finally, the chapter documents the turbulent events of Gibson's first two decades of his life and notes that since the 1980s, his life has been remarkably uneventful.
APA, Harvard, Vancouver, ISO, and other styles
4

Ben-Shalom, Ram. Medieval Jews and the Christian Past. Liverpool University Press, 2015. http://dx.doi.org/10.3828/liverpool/9781904113904.001.0001.

Full text
Abstract:
The focus in this book is on the historical consciousness of the Jews of Spain and southern France in the late Middle Ages, and specifically on their perceptions of Christianity and Christian history and culture. The book shows that in these southern European lands Jews experienced a relatively open society that was sensitive to and knowledgeable about voices from other cultures, and that this had significant consequences for shaping Jewish historical consciousness. Among the topics discussed are what Jews knew of the significance of Rome, of Jesus and the early days of Christianity, of Church history, and of the history of the Iberian monarchies. The book demonstrates that, despite the negative stereotypes of Jewry prevalent in Christian literature, they were more influenced by their interactions with Christian society at the local level. Consequently, there was no single stereotype that dominated Jewish thought, and frequently little awareness of the two societies as representing distinct cultures. The book demonstrates that in Spain and southern France, Jews of the later Middle Ages evinced a genuine interest in history, including the history of non-Jews, and that in some cases they were deeply familiar with Christian and sometimes also classical historiography. The book enriches our understanding of medieval historiography, polemic, Jewish–Christian relations, and the breadth of interests characterizing Provencal and Spanish Jewish communities.
APA, Harvard, Vancouver, ISO, and other styles
5

Muessig, Carolyn. The Stigmata in Medieval and Early Modern Europe. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780198795643.001.0001.

Full text
Abstract:
Francis of Assisi’s reported reception of the stigmata on Mount La Verna in 1224 is often considered to be the first account of an individual receiving the five wounds of Christ. The thirteenth-century appearance of this miracle, however, is not as unexpected as it first seems. Interpretations of Galatians 6:17—I bear the stigmata of the Lord Jesus Christ in my body—had been circulating in biblical commentaries since late antiquity. These works explained stigmata as wounds that martyrs received, like the apostle Paul, in their attempt to spread Christianity in the face of resistance. By the seventh century, stigmata were described as marks of Christ that priests received invisibly at their ordination. In the eleventh century, monks and nuns were perceived as bearing the stigmata in so far as they lived a life of renunciation out of love for Christ. By the later Middle Ages holy women like Catherine of Siena (d. 1380) were more frequently described as having stigmata than their male counterparts. With the religious upheavals of the sixteenth century, the way stigmata were defined reflected the diverse perceptions of Christianity held by Catholics and Protestants. This study traces the birth and evolution of religious stigmata as expressed in theological discussions and devotional practices in Western Europe from the early Middle Ages to the early seventeenth century. It also contains an introductory overview of the historiography of religious stigmata beginning in the second half of the seventeenth century to its treatment and assessment in the twenty-first century.
APA, Harvard, Vancouver, ISO, and other styles
6

Johansen, Bruce, and Adebowale Akande, eds. Nationalism: Past as Prologue. Nova Science Publishers, Inc., 2021. http://dx.doi.org/10.52305/aief3847.

Full text
Abstract:
Nationalism: Past as Prologue began as a single volume being compiled by Ad Akande, a scholar from South Africa, who proposed it to me as co-author about two years ago. The original idea was to examine how the damaging roots of nationalism have been corroding political systems around the world, and creating dangerous obstacles for necessary international cooperation. Since I (Bruce E. Johansen) has written profusely about climate change (global warming, a.k.a. infrared forcing), I suggested a concerted effort in that direction. This is a worldwide existential threat that affects every living thing on Earth. It often compounds upon itself, so delays in reducing emissions of fossil fuels are shortening the amount of time remaining to eliminate the use of fossil fuels to preserve a livable planet. Nationalism often impedes solutions to this problem (among many others), as nations place their singular needs above the common good. Our initial proposal got around, and abstracts on many subjects arrived. Within a few weeks, we had enough good material for a 100,000-word book. The book then fattened to two moderate volumes and then to four two very hefty tomes. We tried several different titles as good submissions swelled. We also discovered that our best contributors were experts in their fields, which ranged the world. We settled on three stand-alone books:” 1/ nationalism and racial justice. Our first volume grew as the growth of Black Lives Matter following the brutal killing of George Floyd ignited protests over police brutality and other issues during 2020, following the police assassination of Floyd in Minneapolis. It is estimated that more people took part in protests of police brutality during the summer of 2020 than any other series of marches in United States history. This includes upheavals during the 1960s over racial issues and against the war in Southeast Asia (notably Vietnam). We choose a volume on racism because it is one of nationalism’s main motive forces. This volume provides a worldwide array of work on nationalism’s growth in various countries, usually by authors residing in them, or in the United States with ethnic ties to the nation being examined, often recent immigrants to the United States from them. Our roster of contributors comprises a small United Nations of insightful, well-written research and commentary from Indonesia, New Zealand, Australia, China, India, South Africa, France, Portugal, Estonia, Hungary, Russia, Poland, Kazakhstan, Georgia, and the United States. Volume 2 (this one) describes and analyzes nationalism, by country, around the world, except for the United States; and 3/material directly related to President Donald Trump, and the United States. The first volume is under consideration at the Texas A &amp; M University Press. The other two are under contract to Nova Science Publishers (which includes social sciences). These three volumes may be used individually or as a set. Environmental material is taken up in appropriate places in each of the three books. * * * * * What became the United States of America has been strongly nationalist since the English of present-day Massachusetts and Jamestown first hit North America’s eastern shores. The country propelled itself across North America with the self-serving ideology of “manifest destiny” for four centuries before Donald Trump came along. Anyone who believes that a Trumpian affection for deportation of “illegals” is a new thing ought to take a look at immigration and deportation statistics in Adam Goodman’s The Deportation Machine: America’s Long History of Deporting Immigrants (Princeton University Press, 2020). Between 1920 and 2018, the United States deported 56.3 million people, compared with 51.7 million who were granted legal immigration status during the same dates. Nearly nine of ten deportees were Mexican (Nolan, 2020, 83). This kind of nationalism, has become an assassin of democracy as well as an impediment to solving global problems. Paul Krugman wrote in the New York Times (2019:A-25): that “In their 2018 book, How Democracies Die, the political scientists Steven Levitsky and Daniel Ziblatt documented how this process has played out in many countries, from Vladimir Putin’s Russia, to Recep Erdogan’s Turkey, to Viktor Orban’s Hungary. Add to these India’s Narendra Modi, China’s Xi Jinping, and the United States’ Donald Trump, among others. Bit by bit, the guardrails of democracy have been torn down, as institutions meant to serve the public became tools of ruling parties and self-serving ideologies, weaponized to punish and intimidate opposition parties’ opponents. On paper, these countries are still democracies; in practice, they have become one-party regimes….And it’s happening here [the United States] as we speak. If you are not worried about the future of American democracy, you aren’t paying attention” (Krugmam, 2019, A-25). We are reminded continuously that the late Carl Sagan, one of our most insightful scientific public intellectuals, had an interesting theory about highly developed civilizations. Given the number of stars and planets that must exist in the vast reaches of the universe, he said, there must be other highly developed and organized forms of life. Distance may keep us from making physical contact, but Sagan said that another reason we may never be on speaking terms with another intelligent race is (judging from our own example) could be their penchant for destroying themselves in relatively short order after reaching technological complexity. This book’s chapters, introduction, and conclusion examine the worldwide rise of partisan nationalism and the damage it has wrought on the worldwide pursuit of solutions for issues requiring worldwide scope, such scientific co-operation public health and others, mixing analysis of both. We use both historical description and analysis. This analysis concludes with a description of why we must avoid the isolating nature of nationalism that isolates people and encourages separation if we are to deal with issues of world-wide concern, and to maintain a sustainable, survivable Earth, placing the dominant political movement of our time against the Earth’s existential crises. Our contributors, all experts in their fields, each have assumed responsibility for a country, or two if they are related. This work entwines themes of worldwide concern with the political growth of nationalism because leaders with such a worldview are disinclined to co-operate internationally at a time when nations must find ways to solve common problems, such as the climate crisis. Inability to cooperate at this stage may doom everyone, eventually, to an overheated, stormy future plagued by droughts and deluges portending shortages of food and other essential commodities, meanwhile destroying large coastal urban areas because of rising sea levels. Future historians may look back at our time and wonder why as well as how our world succumbed to isolating nationalism at a time when time was so short for cooperative intervention which is crucial for survival of a sustainable earth. Pride in language and culture is salubrious to individuals’ sense of history and identity. Excess nationalism that prevents international co-operation on harmful worldwide maladies is quite another. As Pope Francis has pointed out: For all of our connectivity due to expansion of social media, ability to communicate can breed contempt as well as mutual trust. “For all our hyper-connectivity,” said Francis, “We witnessed a fragmentation that made it more difficult to resolve problems that affect us all” (Horowitz, 2020, A-12). The pope’s encyclical, titled “Brothers All,” also said: “The forces of myopic, extremist, resentful, and aggressive nationalism are on the rise.” The pope’s document also advocates support for migrants, as well as resistance to nationalist and tribal populism. Francis broadened his critique to the role of market capitalism, as well as nationalism has failed the peoples of the world when they need co-operation and solidarity in the face of the world-wide corona virus pandemic. Humankind needs to unite into “a new sense of the human family [Fratelli Tutti, “Brothers All”], that rejects war at all costs” (Pope, 2020, 6-A). Our journey takes us first to Russia, with the able eye and honed expertise of Richard D. Anderson, Jr. who teaches as UCLA and publishes on the subject of his chapter: “Putin, Russian identity, and Russia’s conduct at home and abroad.” Readers should find Dr. Anderson’s analysis fascinating because Vladimir Putin, the singular leader of Russian foreign and domestic policy these days (and perhaps for the rest of his life, given how malleable Russia’s Constitution has become) may be a short man physically, but has high ambitions. One of these involves restoring the old Russian (and Soviet) empire, which would involve re-subjugating a number of nations that broke off as the old order dissolved about 30 years ago. President (shall we say czar?) Putin also has international ambitions, notably by destabilizing the United States, where election meddling has become a specialty. The sight of Putin and U.S. president Donald Trump, two very rich men (Putin $70-$200 billion; Trump $2.5 billion), nuzzling in friendship would probably set Thomas Jefferson and Vladimir Lenin spinning in their graves. The road of history can take some unanticipated twists and turns. Consider Poland, from which we have an expert native analysis in chapter 2, Bartosz Hlebowicz, who is a Polish anthropologist and journalist. His piece is titled “Lawless and Unjust: How to Quickly Make Your Own Country a Puppet State Run by a Group of Hoodlums – the Hopeless Case of Poland (2015–2020).” When I visited Poland to teach and lecture twice between 2006 and 2008, most people seemed to be walking on air induced by freedom to conduct their own affairs to an unusual degree for a state usually squeezed between nationalists in Germany and Russia. What did the Poles then do in a couple of decades? Read Hlebowicz’ chapter and decide. It certainly isn’t soft-bellied liberalism. In Chapter 3, with Bruce E. Johansen, we visit China’s western provinces, the lands of Tibet as well as the Uighurs and other Muslims in the Xinjiang region, who would most assuredly resent being characterized as being possessed by the Chinese of the Han to the east. As a student of Native American history, I had never before thought of the Tibetans and Uighurs as Native peoples struggling against the Independence-minded peoples of a land that is called an adjunct of China on most of our maps. The random act of sitting next to a young woman on an Air India flight out of Hyderabad, bound for New Delhi taught me that the Tibetans had something to share with the Lakota, the Iroquois, and hundreds of other Native American states and nations in North America. Active resistance to Chinese rule lasted into the mid-nineteenth century, and continues today in a subversive manner, even in song, as I learned in 2018 when I acted as a foreign adjudicator on a Ph.D. dissertation by a Tibetan student at the University of Madras (in what is now in a city called Chennai), in southwestern India on resistance in song during Tibet’s recent history. Tibet is one of very few places on Earth where a young dissident can get shot to death for singing a song that troubles China’s Quest for Lebensraum. The situation in Xinjiang region, where close to a million Muslims have been interned in “reeducation” camps surrounded with brick walls and barbed wire. They sing, too. Come with us and hear the music. Back to Europe now, in Chapter 4, to Portugal and Spain, we find a break in the general pattern of nationalism. Portugal has been more progressive governmentally than most. Spain varies from a liberal majority to military coups, a pattern which has been exported to Latin America. A situation such as this can make use of the term “populism” problematic, because general usage in our time usually ties the word into a right-wing connotative straightjacket. “Populism” can be used to describe progressive (left-wing) insurgencies as well. José Pinto, who is native to Portugal and also researches and writes in Spanish as well as English, in “Populism in Portugal and Spain: a Real Neighbourhood?” provides insight into these historical paradoxes. Hungary shares some historical inclinations with Poland (above). Both emerged from Soviet dominance in an air of developing freedom and multicultural diversity after the Berlin Wall fell and the Soviet Union collapsed. Then, gradually at first, right wing-forces began to tighten up, stripping structures supporting popular freedom, from the courts, mass media, and other institutions. In Chapter 5, Bernard Tamas, in “From Youth Movement to Right-Liberal Wing Authoritarianism: The Rise of Fidesz and the Decline of Hungarian Democracy” puts the renewed growth of political and social repression into a context of worldwide nationalism. Tamas, an associate professor of political science at Valdosta State University, has been a postdoctoral fellow at Harvard University and a Fulbright scholar at the Central European University in Budapest, Hungary. His books include From Dissident to Party Politics: The Struggle for Democracy in Post-Communist Hungary (2007). Bear in mind that not everyone shares Orbán’s vision of what will make this nation great, again. On graffiti-covered walls in Budapest, Runes (traditional Hungarian script) has been found that read “Orbán is a motherfucker” (Mikanowski, 2019, 58). Also in Europe, in Chapter 6, Professor Ronan Le Coadic, of the University of Rennes, Rennes, France, in “Is There a Revival of French Nationalism?” Stating this title in the form of a question is quite appropriate because France’s nationalistic shift has built and ebbed several times during the last few decades. For a time after 2000, it came close to assuming the role of a substantial minority, only to ebb after that. In 2017, the candidate of the National Front reached the second round of the French presidential election. This was the second time this nationalist party reached the second round of the presidential election in the history of the Fifth Republic. In 2002, however, Jean-Marie Le Pen had only obtained 17.79% of the votes, while fifteen years later his daughter, Marine Le Pen, almost doubled her father's record, reaching 33.90% of the votes cast. Moreover, in the 2019 European elections, re-named Rassemblement National obtained the largest number of votes of all French political formations and can therefore boast of being "the leading party in France.” The brutality of oppressive nationalism may be expressed in personal relationships, such as child abuse. While Indonesia and Aotearoa [the Maoris’ name for New Zealand] hold very different ranks in the United Nations Human Development Programme assessments, where Indonesia is classified as a medium development country and Aotearoa New Zealand as a very high development country. In Chapter 7, “Domestic Violence Against Women in Indonesia and Aotearoa New Zealand: Making Sense of Differences and Similarities” co-authors, in Chapter 8, Mandy Morgan and Dr. Elli N. Hayati, from New Zealand and Indonesia respectively, found that despite their socio-economic differences, one in three women in each country experience physical or sexual intimate partner violence over their lifetime. In this chapter ther authors aim to deepen understandings of domestic violence through discussion of the socio-economic and demographic characteristics of theit countries to address domestic violence alongside studies of women’s attitudes to gender norms and experiences of intimate partner violence. One of the most surprising and upsetting scholarly journeys that a North American student may take involves Adolf Hitler’s comments on oppression of American Indians and Blacks as he imagined the construction of the Nazi state, a genesis of nationalism that is all but unknown in the United States of America, traced in this volume (Chapter 8) by co-editor Johansen. Beginning in Mein Kampf, during the 1920s, Hitler explicitly used the westward expansion of the United States across North America as a model and justification for Nazi conquest and anticipated colonization by Germans of what the Nazis called the “wild East” – the Slavic nations of Poland, the Baltic states, Ukraine, and Russia, most of which were under control of the Soviet Union. The Volga River (in Russia) was styled by Hitler as the Germans’ Mississippi, and covered wagons were readied for the German “manifest destiny” of imprisoning, eradicating, and replacing peoples the Nazis deemed inferior, all with direct references to events in North America during the previous century. At the same time, with no sense of contradiction, the Nazis partook of a long-standing German romanticism of Native Americans. One of Goebbels’ less propitious schemes was to confer honorary Aryan status on Native American tribes, in the hope that they would rise up against their oppressors. U.S. racial attitudes were “evidence [to the Nazis] that America was evolving in the right direction, despite its specious rhetoric about equality.” Ming Xie, originally from Beijing, in the People’s Republic of China, in Chapter 9, “News Coverage and Public Perceptions of the Social Credit System in China,” writes that The State Council of China in 2014 announced “that a nationwide social credit system would be established” in China. “Under this system, individuals, private companies, social organizations, and governmental agencies are assigned a score which will be calculated based on their trustworthiness and daily actions such as transaction history, professional conduct, obedience to law, corruption, tax evasion, and academic plagiarism.” The “nationalism” in this case is that of the state over the individual. China has 1.4 billion people; this system takes their measure for the purpose of state control. Once fully operational, control will be more subtle. People who are subject to it, through modern technology (most often smart phones) will prompt many people to self-censor. Orwell, modernized, might write: “Your smart phone is watching you.” Ming Xie holds two Ph.Ds, one in Public Administration from University of Nebraska at Omaha and another in Cultural Anthropology from the Chinese Academy of Social Sciences, Beijing, where she also worked for more than 10 years at a national think tank in the same institution. While there she summarized news from non-Chinese sources for senior members of the Chinese Communist Party. Ming is presently an assistant professor at the Department of Political Science and Criminal Justice, West Texas A&amp;M University. In Chapter 10, analyzing native peoples and nationhood, Barbara Alice Mann, Professor of Honours at the University of Toledo, in “Divide, et Impera: The Self-Genocide Game” details ways in which European-American invaders deprive the conquered of their sense of nationhood as part of a subjugation system that amounts to genocide, rubbing out their languages and cultures -- and ultimately forcing the native peoples to assimilate on their own, for survival in a culture that is foreign to them. Mann is one of Native American Studies’ most acute critics of conquests’ contradictions, and an author who retrieves Native history with a powerful sense of voice and purpose, having authored roughly a dozen books and numerous book chapters, among many other works, who has traveled around the world lecturing and publishing on many subjects. Nalanda Roy and S. Mae Pedron in Chapter 11, “Understanding the Face of Humanity: The Rohingya Genocide.” describe one of the largest forced migrations in the history of the human race, the removal of 700,000 to 800,000 Muslims from Buddhist Myanmar to Bangladesh, which itself is already one of the most crowded and impoverished nations on Earth. With about 150 million people packed into an area the size of Nebraska and Iowa (population less than a tenth that of Bangladesh, a country that is losing land steadily to rising sea levels and erosion of the Ganges river delta. The Rohingyas’ refugee camp has been squeezed onto a gigantic, eroding, muddy slope that contains nearly no vegetation. However, Bangladesh is majority Muslim, so while the Rohingya may starve, they won’t be shot to death by marauding armies. Both authors of this exquisite (and excruciating) account teach at Georgia Southern University in Savannah, Georgia, Roy as an associate professor of International Studies and Asian politics, and Pedron as a graduate student; Roy originally hails from very eastern India, close to both Myanmar and Bangladesh, so he has special insight into the context of one of the most brutal genocides of our time, or any other. This is our case describing the problems that nationalism has and will pose for the sustainability of the Earth as our little blue-and-green orb becomes more crowded over time. The old ways, in which national arguments often end in devastating wars, are obsolete, given that the Earth and all the people, plants, and other animals that it sustains are faced with the existential threat of a climate crisis that within two centuries, more or less, will flood large parts of coastal cities, and endanger many species of plants and animals. To survive, we must listen to the Earth, and observe her travails, because they are increasingly our own.
APA, Harvard, Vancouver, ISO, and other styles

Book chapters on the topic "Single layer perceptron"

1

Kim, Kwangbaek, Sungshin Kim, Younghoon Joo, and Am-Sok Oh. "Enhanced Fuzzy Single Layer Perceptron." In Advances in Neural Networks — ISNN 2005. Springer Berlin Heidelberg, 2005. http://dx.doi.org/10.1007/11427391_96.

Full text
APA, Harvard, Vancouver, ISO, and other styles
2

Raudys, Sarunas, and Tautvydas Cibas. "Regularization by early stopping in single layer perceptron training." In Artificial Neural Networks — ICANN 96. Springer Berlin Heidelberg, 1996. http://dx.doi.org/10.1007/3-540-61510-5_17.

Full text
APA, Harvard, Vancouver, ISO, and other styles
3

Daqi, Gao, Shangming Zhu, and Wenbing Gu. "A Modular Single-Hidden-Layer Perceptron for Letter Recognition." In Artificial Neural Networks: Biological Inspirations – ICANN 2005. Springer Berlin Heidelberg, 2005. http://dx.doi.org/10.1007/11550822_72.

Full text
APA, Harvard, Vancouver, ISO, and other styles
4

Raudys, Šarūnas. "On The Universality of The Single-Layer Perceptron Model." In Neural Networks and Soft Computing. Physica-Verlag HD, 2003. http://dx.doi.org/10.1007/978-3-7908-1902-1_11.

Full text
APA, Harvard, Vancouver, ISO, and other styles
5

Ahamad, Mohd Vasim, Rashid Ali, Falak Naz, and Sabih Fatima. "Simulation of Learning Logical Functions Using Single-Layer Perceptron." In Advances in Intelligent Systems and Computing. Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-1518-7_10.

Full text
APA, Harvard, Vancouver, ISO, and other styles
6

Urcid, Gonzalo, Gerhard X. Ritter, and Laurentiu Iancu. "Single Layer Morphological Perceptron Solution to the N-Bit Parity Problem." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2004. http://dx.doi.org/10.1007/978-3-540-30463-0_21.

Full text
APA, Harvard, Vancouver, ISO, and other styles
7

Mello, Chad A., Rory Lewis, Amy Brooks-Kayal, Jessica Carlsen, Heidi Grabenstatter, and Andrew M. White. "Supervised Learning for the Neurosurgery Intensive Care Unit Using Single-Layer Perceptron Classifiers." In Brain Informatics and Health. Springer International Publishing, 2014. http://dx.doi.org/10.1007/978-3-319-09891-3_22.

Full text
APA, Harvard, Vancouver, ISO, and other styles
8

Samal, Aryapriyanka, Jagyanseni Panda, and Niva Das. "Performance Comparison of Single-Layer Perceptron and FLANN-Based Structure for Isolated Digit Recognition." In Advances in Intelligent Systems and Computing. Springer India, 2014. http://dx.doi.org/10.1007/978-81-322-2012-1_25.

Full text
APA, Harvard, Vancouver, ISO, and other styles
9

Drake, Barry, Tiffany Huang, and Cari Cistola. "Malware Detection Based on New Implementations of the Moody-Darken Single-Layer Perceptron Architecture: When the Data Speak, Are We Listening?" In Advances in Intelligent Systems and Computing. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-41932-9_34.

Full text
APA, Harvard, Vancouver, ISO, and other styles
10

Raudys, S. "Overtraining in Single-Layer Perceptrons." In Learning, Networks and Statistics. Springer Vienna, 1997. http://dx.doi.org/10.1007/978-3-7091-2668-4_1.

Full text
APA, Harvard, Vancouver, ISO, and other styles

Conference papers on the topic "Single layer perceptron"

1

Sakavicius, Saulius, Darius Plonis, and Arturas Serackis. "Single sound source localization using multi-layer perceptron." In 2017 Open Conference of Electrical, Electronic and Information Sciences (eStream). IEEE, 2017. http://dx.doi.org/10.1109/estream.2017.7950313.

Full text
APA, Harvard, Vancouver, ISO, and other styles
2

Shynk, John J., and Neil J. Bershad. "Nonseparable data models for a single-layer perceptron." In Aerospace Sensing, edited by Dennis W. Ruck. SPIE, 1992. http://dx.doi.org/10.1117/12.140095.

Full text
APA, Harvard, Vancouver, ISO, and other styles
3

Sigit, Riyanto, Elvi Triyana, and Mochammad Rochmad. "Cataract Detection Using Single Layer Perceptron Based on Smartphone." In 2019 3rd International Conference on Informatics and Computational Sciences (ICICoS). IEEE, 2019. http://dx.doi.org/10.1109/icicos48119.2019.8982445.

Full text
APA, Harvard, Vancouver, ISO, and other styles
4

Singh, Jaswinder, and Rajdeep Banerjee. "A Study on Single and Multi-layer Perceptron Neural Network." In 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC). IEEE, 2019. http://dx.doi.org/10.1109/iccmc.2019.8819775.

Full text
APA, Harvard, Vancouver, ISO, and other styles
5

Wang, Guoming, Rongxing Lu, and Cheng Huang. "PSLP: Privacy-preserving single-layer perceptron learning for e-Healthcare." In 2015 10th International Conference on Information, Communications and Signal Processing (ICICS). IEEE, 2015. http://dx.doi.org/10.1109/icics.2015.7459925.

Full text
APA, Harvard, Vancouver, ISO, and other styles
6

Motato, Eliot, and Clark Radcliffe. "Recursive Assembly of Multi-Layer Perceptron Neural Networks." In ASME 2014 Dynamic Systems and Control Conference. American Society of Mechanical Engineers, 2014. http://dx.doi.org/10.1115/dscc2014-5997.

Full text
Abstract:
The objective of this paper is to present a methodology to modularly connect Multi-Layer Perceptron (MLP) neural network models describing static port-based physical behavior. The MLP considered in this work are characterized for an standard format with a single hidden layer with sigmoidal activation functions. Since every port is defined by an input-output pair, the number of outputs of the proposed neural network format is equal to the number of its inputs. This work extends the Model Assembly Method (MAM) used to connect transfer function models and Volterra models to multi-layer perceptron neural networks.
APA, Harvard, Vancouver, ISO, and other styles
7

Hasan, M. R., M. I. Ibrahimy, S. M. A. Motakabber, and Shahjahan Shahid. "Classification of Multichannel EEG Signal by Single Layer Perceptron Learning Algorithm." In 2014 International Conference on Computer & Communication Engineering (ICCCE). IEEE, 2014. http://dx.doi.org/10.1109/iccce.2014.79.

Full text
APA, Harvard, Vancouver, ISO, and other styles
8

Bershad, N. J., and J. J. Shynk. "Performance analysis of a single-layer perceptron for a nonseparable data model." In [Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE, 1992. http://dx.doi.org/10.1109/icassp.1992.226451.

Full text
APA, Harvard, Vancouver, ISO, and other styles
9

Zeng, Xiao-qin, Wing Y. Ng, and Daniel Yeung. "Statistical Sensitivity Measure of Single Layer Perceptron Neural Networks to Input Perturbation." In 2006 International Conference on Machine Learning and Cybernetics. IEEE, 2006. http://dx.doi.org/10.1109/icmlc.2006.258398.

Full text
APA, Harvard, Vancouver, ISO, and other styles
10

Badilini, Tekalp, and Moss. "A Single-Layer Perceptron To Discriminate Non-Sinus Beats In Ambulatory ECG Recordings." In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, 1992. http://dx.doi.org/10.1109/iembs.1992.595689.

Full text
APA, Harvard, Vancouver, ISO, and other styles
We offer discounts on all premium plans for authors whose works are included in thematic literature selections. Contact us to get a unique promo code!