Deep learning models are powerful tools for representing the complex learning processes and decision-making strategies used by humans. Such neural network models make fewer assumptions about the underlying mechanisms thus providing experimental flexibility in terms of applicability. However, this comes at the cost of involving a larger number of parameters requiring significantly more data for effective learning. This presents practical challenges given that most cognitive experiments involve relatively small numbers of subjects. Laboratory collaborations are a natural way to increase overall (...) dataset size. However, data sharing barriers between laboratories as necessitated by data protection regulations encourage the search for alternative methods to enable collaborative data science. Distributed learning, especially federated learning, which supports the preservation of data privacy, is a promising method for addressing this issue. To verify the reliability and feasibility of applying FL to train neural networks models used in the characterization of decision making, we conducted experiments on a real-world, many-labs data pool including experiment data-sets from ten independent studies. The performance of single models trained on single laboratory data-sets was poor. This unsurprising finding supports the need for laboratory collaboration to train more reliable models. To that end we evaluated four collaborative approaches. The first approach represents conventional centralized learning and is the optimal approach but requires complete sharing of data which we wish to avoid. The results however establish a benchmark for the other three approaches, federated learning, incremental learning, and cyclic incremental learning. We evaluate these approaches in terms of prediction accuracy and capacity to characterize human decision-making strategies. The FL-based model achieves performance most comparable to that of the CL-based model. This indicates that FL has value in scaling data science methods to data collected in computational modeling contexts when data sharing is not convenient, practical or permissible. (shrink)

TCCS - Việt Nam đang đứng trước ngưỡng cửa thập niên thứ hai, thế kỷ XXI. Tuy vậy, mốc thời gian không quan trọng bằng những đổi thay chóng mặt của quá trình quốc tế hóa đời sống kinh tế, và những biến đổi sâu sắc nó sẽ mang lại. Quá trình ấy, ngay bây giờ, lại được phóng đại qua lăng kính của những biến động toàn cầu do khủng hoảng kinh tế - tài chính 2007 - 2009, điều (...) có thể dẫn tới những biến đổi lớn về cấu trúc kinh tế nhân loại, cũng như diễn tiến địa - chính trị khắp nơi trên thế giới. (shrink)

La couverture indique :"L'infini est le sujet le plus vaste que l'imagination puisse embrasser. Il a tout le temps fasciné les hommes, qu'ils soient artistes, philosophes ou scientifiques. Mais l'infini se manifeste-t-il vraiment dans la réalité physique, ou est-il seulement un concept de notre imagination, comme le pensait Aristote? Des artistes comme Escher, des écrivains comme Borges ont tenté de le représenter, mais c'est Georg Cantor qui assoit fermement l'infini dans le paysage des mathématiques et nous dévoile ses propriétés étranges (...) et magiques. L'univers est, par excellence, le lieu où l'infini se manifeste. Dans un univers infini, nous serions confrontés au paradoxe de l'éternel retour, où chacun de nous posséderait un nombre infini de sosies. Les avancées en physique de ces dernières décennies ont donné au mot "infini" un sens nouveau. Il se réfère non seulement à notre univers, mais aussi à une infinité d'univers parallèles, le tout formant un vaste et fantastique "multivers". A ces sujets vertigineux, Trinh Xuan Thuan apporte ses réflexions avec la pédagogie lumineuse, à la fois scientifique, philosophique et poétique qui lui est coutumière et qui fait le grand succès de La Mélodie secrète, du Chaos et l'harmonie, et, plus récemment, du Cosmos et le lotus.". (shrink)

Exegetical works on Buddhist doctrines and philosophies according to the interpretation of Sa-skya-pa sect.

Inferences that result from exhaustification of a sentence S depend on the set of alternatives to S. In this paper, we present some inference patterns that are problematic for previous theories of alternatives and propose some structural constraints on the derivation of formal alternatives which derive the observations.

I. Singminji sigi p'yŏn -- II. Chŏnhwan'gi ŭi iron oe.

Thomas Aquinas persistently defended the idea that the soul survives physical death. But what exactly is the rational soul that becomes separated from the body at death? When a person’s body dies, do they cease to exist? Over the past few decades, a nuanced debate has developed between “survivalists” and “corruptionists” over whether or not a separated soul is still a person, leading to impenetrable disagreements in which neither side can seem to sway the other. In this research, I propose (...) a previously unexplored answer to this contentious query: that a person whose soul has been separated from their body is an incomplete human being. (shrink)

In response to the grim realities of the present world Jewish thought has not tended to retreat into eschatological fantasy, but rather to project utopian visions precisely on to the present moment, envisioning redemptions that are concrete, immanent, and necessarily political in nature. In difficult times and through shifting historical contexts, the messianic hope in the Jewish tradition has functioned as a political vision: the dream of a peaceful kingdom, of a country to return to, or of a leader who (...) will administer justice among the nations. Against this background, it is unsurprising that Jewish messianism in modern times has been transposed, and lives on in secular political movements and ideologies. The purpose of this book is to contribute to the deeper understanding of the relationship between Jewish thought, utopia, and revolution, by taking a fresh look at its historical and religious roots. We approach the issue from several perspectives, with differences of opinion presented both in regard to what Jewish tradition is, and how to regard utopia and revolution. These notions are multifaceted, comprising aspects such as political messianism, religious renewal, Zionism, and different forms of Marxist and Anarchistic movements. (shrink)

We investigate the compatibility of I0\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$I_0$$\end{document} with various combinatorial principles at λ+\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\lambda ^+$$\end{document}, which include the existence of λ+\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\lambda ^+$$\end{document}-Aronszajn trees, square principles at λ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\lambda $$\end{document}, the existence of good scales at λ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\lambda $$\end{document}, stationary reflections (...) for subsets of λ+\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\lambda ^{+}$$\end{document}, diamond principles at λ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\lambda $$\end{document} and the singular cardinal hypothesis at λ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\lambda $$\end{document}. We also discuss whether these principles can hold in L\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$L$$\end{document}. (shrink)

Philosophical meditation and images of science.

Lecture on pursuing proper undertsanding of Buddhist moral ethics versus scientific education.

In this collection of her provocative essays on Third World art and culture, award-winning filmmaker and theorist Trinh Minh-ha offers new challenges to Western regimes of knowledge. Bringing to her subjects an acute sense of the many meanings of the marginal, Trinh examines Asian and African texts, the theories of Barthes, questions of spectatorship, the enigmas of art, and the perils of anthropology. In one essay, taking off from ideas raised earlier by Zora Neale Hurston, Trinh considers (...) with astonishment the search by Western "experts" for the hidden values of a person or culture, a process of legitimized voyeurism that, she argues, ultimately equates psychological conflicts with depth , while inner experience is reduced to mere personal feeling. When the Moon Waxes Red is an extended argument against reductive analyses, even those that appear politically adroit. Feminist struggle is heterogeneous. The multiply-hyphenated peoples of color are not simply placed in a duality between two cultural heritages; throughout, Trinh describes the predicament of having to live "a difference that has no name and too many names already." She argues for multicultural revision of knowledge so that a new politics can transform reality rather than merely ideologize it. By rewriting the always emerging, already distorted place of struggle, such work seeks to "beat the master at his own game.". (shrink)

Breheny et al. argue against the structural approach to alternatives. The empirical force of their argument comes mostly from challenges raised against Trinh and Haida. This paper aims to respond to these challenges, showing how they can be met by a natural refinement of Trinh and Haida’s proposal which turns out to capture additional facts previously not accounted for. Another aim of this paper is to recount the debate with enough precision and explicitness in order to enhance understanding (...) and facilitate future discussions. (shrink)

Predominantly on Tibetan Buddhist doctrines and philosophy.

Edmund Husserl published in his lifetime only works which represent a compilation of individual phenomenological analyses or which have the character of an introduction to his phenomenology. It always made him uneasy that he did not publish any systematic work in phenomenology. In his later years, from the beginning of the 1920s, he tried several times to write such a work, but in vain. The masterplan for this work, which his assistant Eugen Fink sketched out in 1930/31 is preserved. According (...) to this plan, the Phänomenologie der Instinkte has attracted very little attention in Husserl studies until now, takes a central and fundamental position in the whole system of his mature transcendental phenomenology. In this book, Nam-In Lee reconstructs the Phänomenologie der Instinkte on the basis of the already published works and, above all, of the unpublished manuscripts of Husserl. Moreover, he draws out the consequences which the Phänomenologie der Instinkte bears for the whole system of phenomenology. Transcendental phenomenology, in its form of a genetic phenomenology of which the Phänomenologie der Instinkte is the concluding part, can, according to him, no longer be considered as one-sided philosophy of consciousness in the traditional sense, as it has often been thought of hitherto. Thus, the author presents a new face of phenomenology; one which has scarcely been noticed in the field of Husserl studies until now. (shrink)

This study contrasts the evidence exclusion principles within the adversarial legal system of the United States, particularly the “fruit of the poisonous tree” doctrine, with the inquisitorial system of Vietnam. The U.S. model, emphasizing the exclusion of unlawfully obtained evidence to protect the presumption of innocence and ensure fair trials, relies on the Fourth Amendment to prevent police misconduct. Conversely, Vietnam, with its focus on uncovering the truth, has started to adopt adversarial elements, including evidence exclusion, to align with international (...) standards and enhance human rights protections within its criminal justice system. The research examines the application of the “fruit of the poisonous tree” doctrine in the U.S. and its implications for Vietnamese legal reforms, especially the proposed amendments to Article 87 of Vietnam's Criminal Procedure Code. These reforms aim to exclude unlawfully obtained evidence while allowing for the use of evidence collected independently from illegal actions. Highlighting the need for a balanced approach that respects procedural rights and promotes justice, the study advocates for comprehensive legal reforms in Vietnam. It suggests amendments to refine evidence exclusion principles, ensuring they reflect both the Vietnamese context and the progressive features of U.S. criminal justice practices, thereby enhancing the fairness and integrity of criminal proceedings. (shrink)

The so-called Baldwin Effect generally says how learning, as a form of ontogenetic adaptation, can influence the process of phylogenetic adaptation, or evolution. This idea has also been taken into computation in which evolution and learning are used as computational metaphors, including evolving neural networks. This paper presents a technique called evolving self-taught neural networks – neural networks that can teach themselves without external supervision or reward. The self-taught neural network is intrinsically motivated. Moreover, the self-taught neural network is the (...) product of the interplay between evolution and learning. We simulate a multi-agent system in which neural networks are used to control autonomous agents. These agents have to forage for resources and compete for their own survival. Experimental results show that the interaction between evolution and the ability to teach oneself in self-taught neural networks outperform evolution and self-teaching alone. More specifically, the emergence of an intelligent foraging strategy is also demonstrated through that interaction. Indications for future work on evolving neural networks are also presented. (shrink)

The life-world is a central topic of Husserl’s phenomenology. He addresses this issue in some of the works published during his lifetime and attempts to analyze the life-world extensively in many of his works and posthumously published research manuscripts. The life-world is one of the topics that have been discussed most extensively in phenomenology. However, there are many misunderstandings of Husserl’s phenomenology of the life-world. One misunderstanding concerns the variety of concepts of the life-world in Husserl and the possibility of (...) developing various fields of the phenomenology of the life-world. It is the aim of this paper to show that Husserl has a pluralistic concept of the life-world, which makes it possible to develop various fields of the phenomenology of the life-world. I will introduce the monistic view and the pluralistic view of the concept of the life-world in Husserl and will clarify what the life-world is, thereby showing that the monistic view of the concept of the life-world in Husserl is not legitimate. However, even though Husserl has a pluralistic concept of the life-world, nowhere does he systematically clarify the various concepts of the life-world. Hence I will sort out and clarify various concepts of the life-world such as the narrower concept and the wider concept, the general concept and the particular concept, the natural concept and the transcendental concept, and the empirical concept and the eidetic concept. Based on the discussion of the various concepts of the life-world in Husserl, I will assess the monistic view and the pluralistic view of Husserl’s concept of the life-world so that we can better understand his various concepts of the life-world. (shrink)

This paper discusses a set of observations, many of which are novel, concerning differences between the adjectival modals _certain_ and _possible_ and their adverbial counterparts _certainly_ and _possibly_. It argues that the observations can be derived from a standard interpretation of _certain_/_certainly_ as universal and _possible_/_possibly_ as existential quantifiers over possible worlds, in conjunction with the hypothesis that the adjectives quantify over knowledge and the adverbs quantify over belief. The claims on which the argument relies include the following: (i) knowledge (...) implies belief, (ii) agents have epistemic access to their belief, (iii) relevance is closed under speakers’ belief, and (iv) commitment is pragmatically inconsistent with explicit denial of belief. (shrink)

I argue that there is tension in Wittgenstein’s position on trivialities (i.e. tautologies and contradictions) in the Tractatus, as it contains the following claims: (A) sentences are pictures; (B) trivialties are not pictures; (C) trivialities are sentences. A and B follow from the “picture theory” of language which Wittgenstein proposes, while C contradicts it. I discuss a way to resolve this tension in light of Logicality, a hypothesis recently developed in linguistic research. Logicality states that trivialities are excluded by the (...) grammar, and that under the right analysis sentences which look trivial are in fact contingent. The tools necessary to support Logicality, I submit, were not available to Wittgenstein at the time, which explains his commitment to C. I end the paper by commenting on some points of contact between analytic philosophy and the generative enterprise in linguistics which are brought into relief by the discussion. (shrink)

Background Nurses providing care to patients with end-of-life or terminal illnesses often encounter ethically challenging situations leading to moral distress. However, existing quantitative studies have examined moral distress using instruments that address general clinical situations rather than those specific to end-of-life care. Furthermore, qualitative studies have often been limited to participants from a single unit or those experiencing moral distress-induced circumstances. A comprehensive and integrated understanding of the overarching process of moral distress is vital to discern the unique circumstances surrounding (...) end-of-life care and its consequential impacts. Research objectives To explore the moral distress experiences of nurses who are frequently involved in caring for patients with end-of-life or terminal illnesses and apply it to two existing theories: the model of moral distress and the ecological model. Research design A qualitative descriptive approach was employed. Participants and research context Seven focus group interviews involving 30 nurses were performed. The subsequent transcriptions underwent rigorous content analysis. Ethical considerations We obtained Institutional Review Board approval from a university. Focus group interviews were conducted with nurses who agreed to participate and signed the consent form. Findings The moral distress-inducing factors and nurses’ perceived impact of moral distress were identified and categorized based on moral distress theories and ecological models. A total of 15 categories and 30 subcategories across the following 4 domains were derived: (1) intrapersonal, (2) interpersonal, (3) organizational, and (4) structural factors. Conclusions End-of-life-specific circumstances induced moral distress among nurses, with both negative and positive impacts identified. Effective organizational and policy support is essential to manage conflicts, form a healthy organizational culture, provide training, and prevent unnecessary expenses due to the negative consequences of moral distress. (shrink)

Collection of lectures delivered by author at Beijing University on Buddhist philosophy and its relevant questions/answers.

Commentary on Sa-skya Paṇḍita Kun-dgaʼ-rgyal-mtshanʼs Tshad ma rigs gter, treatise on Buddhist logic.

Commentary on the Tshad ma rigs gter of Sa-skya Paṇḍita Kun-dgaʾ-rgyal-mtshan; dealing with Buddhist logic.

The so-called “Baldwin Effect” has been studied for years in the fields of Artificial Life, Cognitive Science, and Evolutionary Theory across disciplines. This idea is often conflated with genetic assimilation, and has raised controversy in trans-disciplinary scientific discourse due to the many interpretations it has. This paper revisits the “Baldwin Effect” in Baldwin’s original spirit from a joint historical, theoretical and experimental approach. Social Heredity – the inheritance of cultural knowledge via non-genetic means in Baldwin’s term – is also taken (...) into consideration. I shall argue that the Baldwin Effect can occur via social heredity without necessity for genetic assimilation. Computational experiments are carried out to show that when social heredity is permitted with high fidelity, there is no need for the assimilation of acquired characteristics; instead the Baldwin Effect occurs as promoting more plasticity to facilitate future intelligence. The role of mind and intelligence in evolution and its implications in an extended synthesis of evolution are briefly discussed. (shrink)

Business Ethics: A European Review, EarlyView.