scholarly journals An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks

2020 ◽  
Vol 12 (7) ◽  
pp. 113 ◽  
Author(s):  
Maurizio Capra ◽  
Beatrice Bussolino ◽  
Alberto Marchisio ◽  
Muhammad Shafique ◽  
Guido Masera ◽  
...  
Keyword(s):  
Neural Networks ◽  
High Performance ◽  
Optimization Techniques ◽  
Deep Convolutional Neural Networks ◽  
Computing Power ◽  
The Past ◽  
History Of ◽  
Hardware Architectures ◽  
The One ◽  
Main Components

Deep Neural Networks (DNNs) are nowadays a common practice in most of the Artificial Intelligence (AI) applications. Their ability to go beyond human precision has made these networks a milestone in the history of AI. However, while on the one hand they present cutting edge performance, on the other hand they require enormous computing power. For this reason, numerous optimization techniques at the hardware and software level, and specialized architectures, have been developed to process these models with high performance and power/energy efficiency without affecting their accuracy. In the past, multiple surveys have been reported to provide an overview of different architectures and optimization techniques for efficient execution of Deep Learning (DL) algorithms. This work aims at providing an up-to-date survey, especially covering the prominent works from the last 3 years of the hardware architectures research for DNNs. In this paper, the reader will first understand what a hardware accelerator is, and what are its main components, followed by the latest techniques in the field of dataflow, reconfigurability, variable bit-width, and sparsity.

The Invention of Papal History

2019 ◽  
Author(s):  
Stefan Bauer
Keyword(s):  
Catholic Reformation ◽  
History Writing ◽  
Historical Texts ◽  
The Past ◽  
History Of ◽  
Cultural Standards ◽  
Commissioned Works ◽  
The One ◽  
Late Renaissance ◽  
The Church

How was the history of post-classical Rome and of the Church written in the Catholic Reformation? Historical texts composed in Rome at this time have been considered secondary to the city’s significance for the history of art. The Invention of Papal History corrects this distorting emphasis and shows how history-writing became part of a comprehensive formation of the image and self-perception of the papacy. By presenting and fully contextualizing the path-breaking works of the Augustinian historian Onofrio Panvinio (1530–68), this book shows what type of historical research was possible in the late Renaissance and the Catholic Reformation. Historiography in this period by no means consisted entirely of commissioned works written for patrons; rather, a creative interplay existed between, on the one hand, the endeavours of authors to explore the past and, on the other hand, the constraints of patronage and ideology placed on them. This book sheds new light on the changing priorities, mentalities, and cultural standards that flourished in the transition from the Renaissance to the Catholic Reformation.

Camus's Absurd and the World of Melville's Confidence-Man

PMLA ◽  
1967 ◽  
Vol 82 (1) ◽  
pp. 14-27
Author(s):  
Leon F. Seltzer
Keyword(s):  
Careful Analysis ◽  
The Other ◽  
The Novel ◽  
The Past ◽  
The World ◽  
Critical Attention ◽  
Confidence Man ◽  
Ugly Duckling ◽  
History Of ◽  
The One

In recent years, The Confidence-Man: His Masquerade, a difficult work and for long an unjustly neglected one, has begun to command increasingly greater critical attention and esteem. As more than one contemporary writer has noted, the verdict of the late Richard Chase in 1949, that the novel represents Melville's “second best achievement,” has served to prompt many to undertake a second reading (or at least a first) of the book. Before this time, the novel had traditionally been the one Melville readers have shied away from—as overly discursive, too rambling altogether, on the one hand, or as an unfortunate outgrowth of the author's morbidity on the other. Elizabeth Foster, in the admirably comprehensive introduction to her valuable edition of The Confidence-Man (1954), systematically traces the history of the book's reputation and observes that even with the Melville renaissance of the twenties, the work stands as the last piece of the author's fiction to be redeemed. Only lately, she comments, has it ceased to be regarded as “the ugly duckling” of Melville's creations. But recognition does not imply agreement, and it should not be thought that in the past fifteen years critics have reached any sort of unanimity on the novel's content. Since Mr. Chase's study, which approached the puzzling work as a satire on the American spirit—or, more specifically, as an attack on the liberalism of the day—and which speculated upon the novel's controlling folk and mythic figures, other critics, by now ready to assume that the book repaid careful analysis, have read the work in a variety of ways. It has been treated, among other things, as a religious allegory, as a philosophic satire on optimism, and as a Shandian comedy. One critic has conveniently summarized the prevailing situation by remarking that “the literary, philosophical, and cultural materials in this book are fused in so enigmatic a fashion that its interpreters have differed as to what the book is really about.”

WHY STUDYING THE HISTORY OF PHILOSOPHY MATTERS

Think ◽  
2021 ◽  
Vol 21 (60) ◽  
pp. 5-20
Author(s):  
Anna Marmodoro
Keyword(s):  
Ancient Philosophy ◽  
History Of Philosophy ◽  
Special Focus ◽  
The Past ◽  
History Of ◽  
The One

The debate over whether and how philosophers of today may usefully engage with philosophers of the past is nearly as old as the history of philosophy itself. Does the study of the history of philosophy train or corrupt the budding philosopher's mind? Why study the history of philosophy? And, how to study the history of philosophy? I discuss some mainstream approaches to the study of the history of philosophy (with special focus on ancient philosophy), before explicating the one I adopt and commend.

“A composItIon wrItten wIthout creatIve lImItatIons” – Wanda Landowska and concerto for harpsichord and five instruments by ManueL de Falla (1923)

2021 ◽  
Vol 1 (15) ◽  
pp. 67-107
Author(s):  
Ines R. Artola
Keyword(s):  
Strict Sense ◽  
Sonata Form ◽  
Historical Sources ◽  
Avant Garde ◽  
20Th Century Music ◽  
The Third ◽  
Word Analysis ◽  
The Past ◽  
History Of ◽  
The One

The aim of the present article is the analysis of Concerto for harpsichord and five instruments by Manuel de Falla – a piece which was dedicated by the composer to Wanda Landowska, an outstanding Polish harpsichord player. The piece was meant to commemorate the friendship these two artists shared as well as their collaboration. Written in the period of 1923-1926, the Concerto was the first composition in the history of 20th century music where harpsichord was the soloist instrument. The first element of the article is the context in which the piece was written. We shall look into the musical influences that shaped its form. On the one hand, it was the music of the past: from Cancionero Felipe Pedrell through mainly Bach’s polyphony to works by Scarlatti which preceded the Classicism (this influence is particularly noticeable in the third movement of the Concerto). On the other hand, it was music from the time of de Falla: first of all – Neo-Classicism and works by Stravinsky. The author refers to historical sources – critics’ reviews, testimonies of de Falla’s contemporaries and, obviously, his own remarks as to the interpretation of the piece. Next, Inés R. Artola analyses the score in the strict sense of the word “analysis”. In this part of the article, she quotes specific fragments of the composition, which reflect both traditional musical means (counterpoint, canon, Scarlatti-style sonata form, influence of old popular music) and the avant-garde ones (polytonality, orchestration, elements of neo-classical harmony).

Communication as source and motivator of language evolution

2003 ◽  
Vol 27 (3) ◽  
pp. 249-268 ◽  
Author(s):  
Vilmos Benczik
Keyword(s):  
Language Change ◽  
Language Evolution ◽  
Communication Technologies ◽  
Point Of View ◽  
Syntactic Complexity ◽  
Linguistic Resources ◽  
Human Thought ◽  
The Past ◽  
History Of ◽  
The One

Language emerges and changes primarily through communication; therefore communication technologies play a key role in the history of language change. The most powerful communication technology from this point of view is phonetic writing, which has a double effect on language: on the one hand it impoverishes suprasegmental linguistic resources; on the other hand it evokes in language a profound and sophisticated semantic precision, and also syntactic complexity. The huge progress in abstract human thought that has taken place over the past three or four centuries has come about on the basis of these linguistic changes. Today, when writing seems to be losing its earlier hegemony over communication, the question arises as to whether this will lead to the erosion of human language, and also of human thought.

The Place of Tulsī dās in North Indian Devotional Tradition

1966 ◽  
Vol 98 (2) ◽  
pp. 123-140 ◽  
Author(s):  
F. R. Allchin
Keyword(s):  
Point Of View ◽  
North India ◽  
Considerable Part ◽  
The Past ◽  
Whole Process ◽  
Great Body ◽  
Small Measure ◽  
History Of ◽  
The One ◽  
Relationship Of

To the outside observer the history of Hindu sectarianism often appears as a disorganized tangle, lacking clarity and precision. The whole process is made if anything more complex by the ill-defined relationship of sect and non-sect. As Renou remarks: Though no statistics are available, even for the present day, we have grounds for supposing that the most active sects were themselves only isolated groups within the great body of believers. From another point of view, however, the history is more understandable. A considerable part of sectarian activity during the past 1,500 years has been concerned with the spread and regional development of a single great devotional movement. Seen from this position, the uniformity and theological coherence of the sects, whether they be called Vaiṣṇavite, Śaivite, or by some other name, is remarkable and often overrides the no less real disparities of doctrine or detail at another level. Again, in this process regional variations have arisen in no small measure as a result of the popular character of the writings of particular saints. Thus, for example, Basava or Purandara Dāsa hold pride of place in the Karnāṭka, the one Vīra Śaiva, the other Vaiṣṇava; in Mahārāṣṇra devotion has in no small part been moulded by the thought of Jāân Dev or Tukā Rām; in the Pañjāb by Nānak; and in the Hindī region by Kabīr Dās, Tulsī Dās, and Sūr Dās. Throughout north India the influences which lay behind the movement were largely, but by no means exclusively, Vaiṣṇavite; yet other streams contributed, Śaivite, Buddhist, Tāntrika, Yogī, etc.

Parallel Skyline Computation Exploiting the Lattice Structure

2015 ◽  
Vol 26 (4) ◽  
pp. 18-43 ◽  
Author(s):  
Markus Endres ◽  
Werner Kießling
Keyword(s):  
High Performance ◽  
Lattice Structure ◽  
Multicore Processors ◽  
Optimization Techniques ◽  
Skyline Query ◽  
Research Attention ◽  
Evaluation Strategies ◽  
Hardware Architectures ◽  
Parallel Evaluation ◽  
New Algorithms

The problem of Skyline computation has attracted considerable research attention in the last decade. A Skyline query selects those tuples from a dataset that are optimal with respect to a set of designated preference attributes. Since multicore processors are going mainstream, it has become imperative to develop parallel algorithms, which fully exploit the advantages of such modern hardware architectures. In this paper, the authors present high-performance parallel Skyline algorithms based on the lattice structure generated by a Skyline query. For this, they propose different evaluation strategies and compare several data structures for the parallel evaluation of Skyline queries. The authors present novel optimization techniques for lattice based Skyline algorithms based on pruning and removing one unrestricted attribute domain. They demonstrate through comprehensive experiments on synthetic and real datasets that their new algorithms outperform state-of-the-art multicore Skyline techniques for low-cardinality domains. The authors' algorithms have linear runtime complexity and fully play on modern hardware architectures.

The Natural History of Philosophy in Canada

Dialogue ◽  
1986 ◽  
Vol 25 (1) ◽  
pp. 53-66
Author(s):  
Thomas Mathien
Keyword(s):  
Natural History ◽  
Biological Species ◽  
History Of Philosophy ◽  
The Past ◽  
Evolutionary Study ◽  
Major Study ◽  
History Of ◽  
The Subject ◽  
The One ◽  
Intellectual Discipline

Some writers about the history of philosophy in Canada have wondered why it should be studied. That is a worthy question, but it is not the one I want to discuss here. I am going to assume there are good reasons for doing so because I want to consider some general features of the subject of such studies and to determine what has to be done to establish certain descriptive claims about it. I will also point out some concerns I have about the proper explanation of certain interesting features of Canadian philosophic activity, and I will present a brief evaluation of one major study. I will do this with the aid of a contention that the study of the history of an intellectual discipline is a little like an evolutionary study of a biological species, but I will close by pointing out one reason for doing history which goes beyond description, and even explanation, of the past.

scholarly journals Memory and Alterity in Zar: Religious Contact and Change in the Sudan

2019 ◽  
Vol 8 ◽  
Author(s):  
Susan M Kenyon
Keyword(s):  
Life History ◽  
The Other ◽  
Ethnographic Research ◽  
The Past ◽  
Life History Data ◽  
History Of ◽  
The One ◽  
Ninteenth Century ◽  
Dynamic Interplay

Drawing on long-term ethnographic research in the Blue Nile town of Sennar, supported by archival and historical documentation, this article explores the history of Zar spirit possession in Sudan, and the light this throws on the interplay of religions over the past 150 years. Life history data supports the argument that contemporary Zar is grounded in forms and rituals derived from the ranks of the ninteenth-century Ottoman army, and these remain the basis of ritual events, even as they accommodate ongoing changes in this part of Africa. Many of these changes are linked to the dynamic interplay of Zar with forms of Islam, on the one hand, and Christianity, on the other. In the former colonial periods, political power resided with the British, and Khawaja (European) Christian Zar spirits are remembered as far more important. Today that authority in Zar has shifted to spirits of foreign Muslims and local holy men, on the one hand, and to subaltern Blacks, on the other. These speak to concerns of new generations of adepts even as changes in the larger political and religious landscapes continue to transform the context of Zar.

scholarly journals La genesi del nuovo nella storia della chirurgia tra desiderio di conoscenza e conflitti etici

2012 ◽  
Vol 61 (3) ◽  
Author(s):  
Simona Giardina ◽  
Antonio G. Spagnolo
Keyword(s):  
Scientific Community ◽  
Ethical Dilemmas ◽  
Historical Narrative ◽  
The Other ◽  
History Of Surgery ◽  
The Past ◽  
Salient Points ◽  
History Of ◽  
The One ◽  
Ideological Resistance

L’articolo delinea i momenti salienti nella storia della chirurgia, quali la scoperta dell’anestesia, dell’asepsi e antisepsi che ne hanno consentito l’ascesa dopo secoli di oscurità. Il desiderio di conoscenza appagato da tali scoperte si è spesso accompagnato a dilemmi etici da un lato e a resistenze ideologiche, da parte della comunità scientifica (spesso ostile alla genesi del nuovo nella medicina) dall’altro. È questo uno dei più forti ostacoli che i grandi del passato, coloro che hanno avuto il coraggio di andare controcorrente (rompendo i paradigmi esistenti), hanno dovuto superare. Questi uomini rappresentano uno stimolo per ricondurre il sapere scientifico ad un confronto attivo con l’etica al fine di sanare una dicotomia che ha radici antiche. L’antico, dunque, non è semplicemente passato ma rivive attraverso la narrazione storica di vite esemplari di medici. ---------- This article traces salient points in the history of surgery, such as the discovery of anesthesia, asepsis and antisepsis, which permitted surgery’s ascendancy after centuries of unimportance. Encouraged by such breakthroughs, the yearning to learn was often accompanied by ethical dilemmas on the one hand and on the other by ideological resistance on the part of the scientific community, which was often hostile to new medical findings. This was one of the greatest obstacles of the past for the distinguished individuals who had the courage to go against the tide, to break with existing paradigms, to overcome opposition to innovation. These men functioned as a stimulus to bring scientific knowledge head to head with ethics with the goal of healing ancient irreconcilable differences. The past is not simply the past; it lives on through the historical narrative of exemplary lives of certain physicians.

Sign in / Sign up

Export Citation Format

Share Document