The vital data about the electrical activities of the brain are carried by the electroencephalography signals. The recordings of the electrical activity of brain neurons in a rhythmic and spontaneous manner from the scalp surface are measured by EEG. One of the most important aspects in the field of neuroscience and neural engineering is EEG signal analysis, as it aids significantly in dealing with the commercial applications as well. To uncover the highly useful information for neural classification activities, EEG studies (...) incorporated with machine learning provide good results. In this study, a Fusion Hybrid Model with Singular Value Decomposition Based Estimation of Robust Parameters is proposed for efficient feature extraction of the biosignals and to understand the essential information it has for analyzing the brain functionality. The essential features in terms of parameter components are extracted using the developed hybrid model, and a specialized hybrid swarm technique called Hybrid Differential Particle Artificial Bee algorithm is proposed for feature selection. To make the EEG more practical and to be used in a plethora of applications, the robust classification of these signals is necessary thereby relying less on the trained professionals. Therefore, the classification is done initially using the proposed Zero Inflated Poisson Mixture Regression Model and then it is also classified with a deep learning methodology, and the results are compared with other standard machine learning techniques. This proposed flow of methodology is validated on a few standard Biosignal datasets, and finally, a good classification accuracy of 98.79% is obtained for epileptic dataset and 98.35% is obtained for schizophrenia dataset. (shrink)

This article presents a novel control approach, hybrid neuro-fuzzy, for the load frequency control of a four-area interconnected power system. The advantage of this controller is that it can handle nonlinearities, and at the same time, it is faster than other existing controllers. The effectiveness of the proposed controller in increasing the damping of local and inter-area modes of oscillation is demonstrated in a four-area interconnected power system. Areas 1 and 2 consist of a thermal reheat power plant, whereas Areas (...) 3 and 4 consist of a hydropower plant. Performance evaluation is carried out by using fuzzy, artificial neural network, adaptive neuro-fuzzy inference system, and conventional proportional and integral control approaches. Four different models with different controllers are developed and simulated, and performance evaluations are carried out with said controllers. The result shows that the intelligent HNF controller has improved dynamic response and is at the same time faster than ANN, fuzzy, and conventional PI controllers. (shrink)

Lab VIEW is frameworks designing programming for applications that require test, estimation, and control with fast access to equipment and information experiences. Lab VIEW By National Instruments is very good graphical programming tool for Engineers. Lab VIEW can be interface may peripheral devices for getting data from surrounding, different type of sensors and other hardware. In this Paper we are showing interfacing of PLC to Lab VIEW software for our application.

Objectives During the COVID-19 pandemic, healthcare resources including staff were diverted from paediatric services to support COVID-positive adult patients. Hospital visiting restrictions and reductions in face-to-face paediatric care were also enforced. We investigated the impact of service changes during the first wave of the pandemic on children and young people (CYP), to inform recommendations for maintaining their care during future pandemics. Design A multi-centre service evaluation was performed through a survey of consultant paediatricians working within the North Thames Paediatric Network, (...) a group of paediatric services in London. We investigated six areas: redeployment, visiting restrictions, patient safety, vulnerable children, virtual care and ethical issues. Results Survey responses were received from 47 paediatricians across six National Health Service Trusts. Children's right to health was largely believed to be compromised by the prioritisation of adults during the pandemic (81%; n = 33). Sub-optimal paediatric care due to redeployment (61%; n = 28) and the impact of visiting restrictions on CYP's mental health (79%; n = 37) were reported. Decreased hospital attendances of CYP were associated with parental fear of COVID-19 infection-risks (96%; n = 45) and government ‘stay at home’ advice (89%; n = 42). Reductions in face-to-face care were noted to have disadvantaged those with complex needs, disabilities and safeguarding concerns. Conclusion Consultant paediatricians perceived that paediatric care was compromised during the first wave of the pandemic, resulting in harm to children. This harm must be minimised in subsequent pandemics. Recommendations for future practice which were developed from our findings are provided, including maintaining face-to-face care for vulnerable children. (shrink)

The introduction of the notion of family resemblance represented a major shift in Wittgenstein’s thoughts on the meaning of words, moving away from a belief that words were well defined, to a view that words denoted less well defined categories of meaning. This paper presents the use of the notion of family resemblance in the area of machine learning as an example of the benefits that can accrue from adopting the kind of paradigm shift taken by Wittgenstein. The paper presents (...) a model capable of learning exemplars using the principle of family resemblance and adopting Bayesian networks for a representation of exemplars. An empirical evaluation is presented on three data sets and shows promising results that suggest that previous assumptions about the way we categories need reopening. (shrink)

The reluctant revolutionary -- The patent slave -- The golden Dane -- The quantum atom -- When Einstein met Bohr -- The prince of duality -- Spin doctors -- The quantum magician -- A late erotic outburst -- Uncertainty in Copenhagen -- Solvay 1927 -- Einstein forgets relativity -- Quantum reality -- For whom Bell's theorem tolls -- The quantum demon.

Quantum mechanics makes some very significant observations about nature. Unfortunately, these observations remain a mystery because they do not fit into and/or cannot be explained through classical mechanics. However, we can still explore the philosophical and practical implications of these observations. This article aims to explain philosophical and practical implications of one of the most important observations of quantum mechanics – uncertainty or the arbitrariness in the behavior of particles.

In one of his earliest dialogues, the Soliloquia, Augustine identifies the liberal arts (disciplinae) with truth (veritas), and employs this somewhat puzzling identification as a premise in his infamous proof of the immortality of the soul (Sol. 2.24). In this paper, I examine Augustine’s argument for this peculiar identification. Augustine maintains both (1) that the constituent propositions of the liberal arts are true, and (2) that the liberal art of dialectic (disciplina disputandi) is the “truth through which all disciplines are (...) true” (Sol. 2.21). I argue that Augustine identifies the liberal arts with truth because (1) the constituent propositions of the liberal arts are learned, and (2) dialectic’s structure is essential to the liberal arts. I further suggest that the subject matter of each liberal art reflects a distinct segment of intelligible reality, that is, the realm of the intelligible Forms. (shrink)

As the introduction and lead article for a special issue of Theory, Culture & Society, ‘Neutral Life/Late Barthes’, this article offers an overview of the ‘new’ Barthes that emerges from the late writings and recent ‘Barthes Studies’. The account centres upon the posthumous publication of Barthes’ three key lecture courses delivered at the Collège de France, at the end of the 1970s, which reflect his preoccupation with the everyday, yet reveal a new degree of sophistication, both formal and conceptual. Presented (...) in their original note form, the lectures present perhaps the clearest affirmative project of Barthes’ entire career. The Neutral in particular is pivotal in understanding an ethics of the late works. While Barthes is perhaps most cited for his rumination on the temporality of the photograph, the lecture courses give rise to an ethics of space and distance, rather than of time and telos. Crucially, for Barthes, the Neutral is not neutrality; it is not divestment, but ‘an ardent, burning activity’. In establishing Barthes’ ethics of a Neutral Life, the articles closes – with reference to Derrida’s mourning of Barthes – with a reminder to read Barthes again, or rather a reminder of our current postponed reading of him. (shrink)

We propose a rational method for addressing an important question—who deserves to be an author of a scientific article? We review various contentious issues associated with this question and recommend that the scientific community should view authorship in terms of contributions and responsibilities, rather than credits. We propose a new paradigm that conceptually divides a scientific article into four basic elements: ideas, work, writing, and stewardship. We employ these four fundamental elements to modify the well-known International Committee of Medical Journal (...) Editors (ICMJE) authorship guidelines. The modified ICMJE guidelines are then used as the basis to develop an approach to quantify individual contributions and responsibilities in multi-author articles. The outcome of the approach is an authorship matrix, which can be used to answer several nagging questions related to authorship. (shrink)

Reasons and Recognition brings together fourteen new papers on an array of topics from the many areas to which Scanlon has made path-breaking contributions, ...

Basic income and basic capital are two common ideas for redesigning distribution. Basic income provides people with a regular income from government. Basic capital provides people with a lump-sum grant. An important part of scholarly debate concentrates on the merits of basic income versus basic capital. This paper claims that these debates are too narrow. First, current debates overlook the way that a chief inspiration for both ideas, Thomas Paine, wanted basic capital and basic income to be complements not substitutes. (...) Second, it is more instructive to compare basic capital or basic income with a wider set of alternatives than with each other. Widening the debates would benefit the discussion of a basic capital or basic income. (shrink)

The study explored the role of moral identity in the civic engagement of youth through ethical ideology. A total of 217 individuals comprising of 104 girls and 113 boys completed three scales, namely, moral identity scale, ethics position questionnaire and civic engagement scale.The results showed that moral identity internalization significantly predicted civic engagement attitude and moral identity symbolization significantly predicted civic engagement behaviour. Furthermore, idealism partially mediated the relationship between moral identity and civic engagement.

ABSTRACT At first glance, a military life and practising Buddhism may seem like two pursuits at odds. Buddhism sets the moral bar very high and nowhere in its teachings can one find any evidence in support of violence, whether in word, thought or deed. One could therefore argue that Buddhism and the military are two strange bedfellows, and some may find it difficult to conceive of serving in the military whilst adhering to the ethos, values and standards of Buddhism. This (...) article challenges this popular myth and resolves this apparent paradox between Buddhism and the military. By drawing on canonical Buddhist teachings as well as voices from the Sangha and Buddhist military practitioners, we demystify the ‘Buddhist soldier’ and clear common misconceptions regarding: the fundamental teachings of ahiṃsā, karma and skilful (kusala) action; Buddhist teachings being equated to pacifism; the duty of soldiers and the State to protect; soldiering as a ‘right livelihood’; and the karmic implications of military professions. Using international humanitarian law, the body of law regulating the conduct of war, as a natural reference point, we explore what guidance Buddhist teachings provide to soldiers and how they potentially can contribute towards reducing suffering in war, including through application in military training. Buddhism endorses the concept of maintaining disciplined, virtuous and skilled military forces to protect what is good. At all times one needs to aim at not causing suffering to others, but never at the expense of preventing even worse suffering. (shrink)

The volume brings to life a number of the conference themes including corporate social responsibility, culture, academic integrity, vulnerability, health, military ethics, education, leadership, sustainability and philosophy and addresses concerns of many leading applied ethicists.

Mental time travel research emphasizes the connection between past and future thinking, whereas autobiographical memory research emphasizes the interrelationship of self and memory. This study explored the relationship between self and memory when thinking about both past and future events. Participants reported events from the near and distant past and future, for themselves, a close friend, or an acquaintance. Past events were rated higher in phenomenological quality than future events, and near self events were rated higher in quality than those (...) about friends. Although future events were more positive than past events, only valence ratings for self and close friend showed a linear increase in positivity from distant past to future. Content analysis showed that this increase in positivity could not be ascribed to choosing events from the cultural life script. These findings provide evidence for the role of personal goals in imagining the future. (shrink)

The social sciences are at a remarkable confluence of events. Advances in computing have made it feasible to analyze data at the scale of the population of the world. How can we combine the depth of inquiry in the social sciences with the scale and robustness of statistics and computer science? Can we decompose complex questions in the social sciences into simpler, more robustly testable hypotheses? We discuss these questions and the role of machine learning in the social sciences.

In ‘Zones of Indeterminacy: Art, Body and Politics in Daoist Thought’, Peng Yu foregrounds the concept of Xu from Zhuangzi’s philosophical writings, and relates this to questions about the political body. Xu refers to a Daoist notion of ambiguity, though it remains unclear as to how to fully define the term. The article explores its meaning through reference to debates of the body, but also liubai painting, which refers to the idea of ‘leaving blankness’, associated with Chinese ink painting. For (...) Peng Yu, the notion of Xu can help us to consider a ‘politics of indeterminacy’ – a means of redefining the status of subject within power structures, or rather a radical re-articulation of how we refer to power relations in the first place. In this interview, with Sunil Manghani and Cheng-Chu Weng, Peng Yu outlines and elaborates upon the main themes of the article. (shrink)

This commentary introduces a section of the journal titled ‘Notes on Structuralism’. It centres around two interviews. The first, from 1987, is with the structural anthropologist Mary Douglas (who speaks on various aspects of her work, including on Purity and Danger). The second is an interview with Roland Barthes, who, speaking in 1965, was at the height of his structuralist phase. The interview focuses upon the structural analysis of narrative and prefigures the well-known volume of Communications on the subject. The (...) interviews are supplemented with introductions and: a commentary on Barthes’ interview by Jonathan Culler, who contextualizes the development of Barthes’ thinking around narrative (as it leads to the publication of S/Z), The article concludes with reflections on structuralism with regards to contemporary practices of big data, AI and large language models. (shrink)

Documenting how the Japanese state responded to increasing social discontent during initiation of unpopular welfare reforms, this study examines the factors that hindered the political empowerment of civil society despite the timely introduction of participatory policymaking institutions. The Japanese government opted in the early 2000s to introduce a participatory method to initiate the unpopular pension reform. Deliberation councils were established to encourage open discussions among government policymakers and committee members, including citizen representatives. The final outcomes of the deliberations, however, were (...) mostly about parametric adjustments and did not adequately consider the urgent demand of the general public. The participatory measure did not significantly improve the public's trust in the pension programs, but it did justify the government's reform initiatives. The welfare bureaucracy that set the goal, defined the scope of the agenda, and steered the discussions toward technical issues structurally restricted the voices of the citizen members in the deliberation councils. The lack of citizen advocacy groups, which could otherwise have effectively supported the citizen members on the committee, contributed to the limited roles and influences of the citizens. It is argued that the traditional conservative corporatism of Japan was reinforced during this time period, despite the introduction of the idea of participatory governance. (shrink)

Successfully creating polarizing narratives, several populist leaders have come to dominate the global political sphere in recent times. However, the coronavirus pandemic has raised serious questions over their ability to respond to its challenges effectively. Whether they will remain in power after the pandemic is an intriguing question. The key to understanding the dynamics of power among populist leaders lies in analyzing the tactics they employ for the appropriation of political power. In this context, reading Christopher Marlowe’s Tamburlaine the Great (...) (1587) can play an important role. This essay, therefore, argues that through a unique characterization of Tamburlaine the Great, Marlowe critiques Queen Elizabeth’s aggressive political maneuvers of improvisation, which enabled her to reinforce her divine claim over the throne of England. Yet striking historical and literary references suggest that Queen Elizabeth and Marlowe’s Tamburlaine attempted to achieve improvisation through similar means but in the end encountered the transience and limits of their temporal powers, while facing the biological realities of barrenness and heredity – a fact that should serve as a warning to the current populist leaders across the world. (shrink)

By his own admission, Roland Barthes was seemingly remiss in not placing Georges Bataille within his account of ‘zero degree’ writing. This article draws inference from this fact, but specifically examines commonalities between Bataille’s heterology and Barthes’ late project on the Neutral. The article works through Barthes’ two key articles on Bataille, ‘The Metaphor of the Eye’ and ‘Outcomes of the Text’, and also considers Bataille’s statement on informe, a concept that can be said to resonate with Barthes’ use of (...) the Neutral. Neither term refers to specific ‘forms’, but rather an ‘operation’ of writing, as a means of undoing knowledge without its disavowal. An account is given of the commonalities of Bataille’s ‘general economy’ and what might be termed Barthes’ Neutral economy. Emphasis is placed upon their practice of writing as ethical responses in the ‘preparations’ of knowledge: to be judicious to what forms in and around knowledge, allowing as much for pauses as the possibilities of thought. (shrink)

The article examines the nature of mobile phone text messaging, or `txting', in the context of a discourse of love. It draws links between the txt message and the much older, revered form of love messaging, Japanese tanka poetry. In cutting across both a historical and technological divide, it seeks to elucidate a more subtle understanding of how text messaging — from a literary perspective — plays its part in amorous exchange and argues how it has the capacity to enable (...) individuals to affirm their own private thoughts, feelings and anxieties. Taking a cue from Michel Foucault's late work, concerned with the philosophical precept of `care of the self', the article argues that these differing forms of exchange — as `tender' technologies of the self and inter-subjectivity — go beyond any one medium or age of media. Aspects of our relationships are worked out in the silent confines of being alone with text and, in the case today, with text messaging, making for the potential of a new poetics of time and space. While we cannot free ourselves from the lover's code or discourse, there is the potential for an affirmation of our part in its production, which prompts a question about how we might go on to research the currently missing archive of text messaging. (shrink)

This text was first published in Theory, Culture & Society, May 13, 2015. For a special issue of Body & Society on ‘Rhythm, Movement, Embodiment', Paola Crespi presents two previously untranslated texts, Rudolf Bode's ‘Rhythm and its Importance for Education' and Rudolf Laban's ‘Eurhythmy and Kakorhythmy'. In the following interview she uncovers further unpublished and untranslated sources and she discusses some of the main themes of these texts in relation to the more widely known text - Danse, théâtre et spectacle (...) vivant – GALERIE – Nouvel article. (shrink)

Covid-19 has sparked calls for a universal basic income as a way of coping with a demand shock caused by the pandemic. Temporary income payments have been part of the emergency response to the pandemic. This paper questions the effectiveness of temporary payments as a way to raise demand. Some observers claim that vouchers are better targeted at sectors hit hard by Covid-19 as people may have a tendency to save than spend from temporary payments. There may be a stronger (...) case for permanent rather than temporary payments if the aim is to boost demand in the economy. (shrink)

Blending classic wisdom with over 100 pop culture references, Singh whimsically switches the lens in this book from the traditional society teaching math to a new and bold math teaching society. With charming buoyancy and intimacy, he takes us on an emotional and surprising journey through the deepest goldmine of mathematics—our personal happiness.

This article suggests that Tagore’s conception of cosmopolitan education can provide the basis for advancing matters of global social justice, when considering the problem posed by Nancy Fraser in her essay ‘Reframing Justice in a Globalizing World’: ‘How can we integrate struggles against maldistribution, misrecognition and misrepresentation within a post-Westphalian frame?’. To this end, the article briefly reflects on the perspective of cosmopolitanism, setting the scene for an exploration of Tagore’s distinctive cosmopolitan educational philosophy. The article develops the argument that (...) framing pedagogy centred on Tagore’s principles of cosmopolitan education to produce cosmopolitan-minded citizens can help bring about social, political, and economic change at local, national, and international level, in order to integrate the three-dimensional struggle for social justice outlined by Fraser. The article concludes by suggesting what can be done at the institutional and curriculum levels to help foster the cosmopolitan attitude. (shrink)