The aim of this research is to find the relationship between self efficacy and work performance of marketing employee refers to a person’s evaluation of his or her ability or competency to perform a task and reach a goal. Work performance is personal outcome that he or she performs in an organization. The participant for this study is 35 marketing employee of X Company. Using Pearson Correlation Product Moment, the result shows that there is a positive relationship between marketing employee (...) self efficacy and their work performance.  . (shrink)

El propósito del trabajo es exponer las reflexiones epistemológicas hechas por investigadores que integran un grupo interdisciplinario y que elaboran un diagnóstico durante la primera fase de una Investigación Acción Participativa (IAP). El proyecto se centra en la atención a la salud integral de cuatro comunidades en estado de alta y muy alta marginación, ubicadas en la Meseta Comiteca-Tojolabal, Chiapas, México, durante el periodo 2021-2022. Este artículo, de corte cualitativo, descriptivo y crítico reflexivo, permite repensar la investigación fundada en las (...) relaciones lineales. Se entiende que, una filosofía de la educación transdisciplinar, delinea una praxis compleja que genera transformaciones sociales. Primero, se define el método de IAP y sus desafíos. Luego, se exponen los retos experimentados por los investigadores, desde que planean acciones para atender a las solicitudes de la convocatoria emitida por el Consejo Nacional de Ciencia y Tecnología (CONACYT), hasta el momento de una segunda reflexividad en el que comprenden lo que hicieron en tanto hicieron (Giddens, 2011). Los principales resultados revelan que el acercamiento y diálogo constante entre el cuerpo de investigadores y de éstos con las comunidades genera sensibilidad intercultural cuando coexisten diferentes epistemologías y formas plurales de entenderlas. Lo anterior, favorece la proyección de diversas estrategias metodológicas que tejen esfuerzos a favor del bienestar comunitario y permite que el investigador asuma una actitud socialmente responsable. (shrink)

Effective vaccines for COVID‐19 are already available to humankind. In Peru, 86 million doses were administered to cover the demand for 33 million Peruvian people. Hence, vaccination has been prioritized in groups: health personnel, subjects with pre‐existing health conditions and those over 65 years of age. However, given the social problems and the public health situation in Peru, this work defends that the priority of vaccination should be focused on the population living in extreme poverty. The method used was an (...) ethical argumentation on the distribution of scarce antiSARS‐CoV2 vaccine in Peru. This argument is based on the analysis of the Peruvian population living in extreme poverty, which presents different layers of vulnerability, and that, in the face of an eventual SARS‐CoV2 infection, these would be exacerbated one after the other, through a cascade effect. This scenario would give rise to new vulnerabilities to those already existing, causing greater damage. Vaccination efforts on this key population would give them the opportunity to continue to find ways to bring food to their homes, significantly reducing the risk of contagion in their environment and mitigating the devastating effect of the local diseases to which they are already exposed. Four objections related to this argument are raised with their corresponding responses. Priority access to the vaccine would significantly reduce the humanitarian harm to people living in extreme poverty, prevailing the principles of justice and equity. (shrink)

There is a phrase by Paul Klee that insists and repeats itself in Deleuze's writing: "We are missing this last force. We are missing a people". However, the contemporary world is defined precisely by the fullness and the becoming population of peoples. This is why the concept of people constitutes an amphibology that is revealed in Deleuze's work as an appearance between people and thought. In this sense, the relationship between both concepts shows a set of aesthetic, political, and ontological (...) consequences that these notes attempt to address in Deleuze's thought and beyond. Hay una frase de Paul Klee que insiste y se repite en la mano de Deleuze: “Nos falta esta última fuerza. Nos falta un pueblo”. Sin embargo, el mundo contemporáneo se define justamente por el lleno y el devenir población de los pueblos. Es por esto que el concepto de pueblo constituye una anfibología que se revela en el trabajo de Deleuze como una comparecencia entre pueblo y pensamiento. En este sentido, la relación entre ambas categorías muestran un conjunto de consecuencias estéticas, políticas y ontológicas que estas notan intentan abordar en el pensamiento de Deleuze y más allá de éste. (shrink)

La humanidad ya dispone de vacunas eficaces contra el COVID‐19. En Perú se administraron 86 millones de dosis para cubrir la demanda de 33 millones de peruanos. Para ello, se ha priorizado la vacunación en grupos clave: personal de salud, sujetos con condiciones de salud preexistentes y mayores de 65 años. Sin embargo, dada la problemática social y la situación de la salud pública en Perú, este trabajo defiende que la prioridad de la vacunación debe centrarse en la población que (...) vive en extrema pobreza. El método utilizado fue una argumentación ética sobre la distribución de la vacuna contra el COVID‐19 en Perú. Esta argumentación se basa en el análisis de la población peruana que vive en extrema pobreza, la cual presenta diferentes estratos de vulnerabilidad, y que, ante una eventual infección por SARS‐CoV‐2, se irían agravando uno tras otro, a través de un efecto en cascada. Este escenario daría lugar a nuevas vulnerabilidades de las ya existentes, causando mayores daños. Los esfuerzos de vacunación en esta población clave les brindaría oportunidad de seguir encontrando formas de llevar alimentos a sus hogares, reduciendo significativamente el riesgo de contagio en su entorno y mitigando el efecto devastador de las enfermedades locales a las que ya está expuesta. Se plantean cuatro objeciones relacionadas con este argumento, con sus correspondientes respuestas. El acceso prioritario a la vacuna reduciría significativamente el daño a las personas que viven en la extrema pobreza, haciendo prevalecer los principios de justicia y equidad. (shrink)

Many pragmatist and non-representational approaches to cognition, such as the enactivist, have focused on the relations between actions, affectivity, and habits from an intersubjective perspective. For those adopting such approaches, all these aspects are inextricably connected; however, many questions remain open regarding the dynamics by which they unfold and shape each other over time. This paper addresses a specific topic that has not received much attention: the impact on future behavior of not fulfilling possibilities for social interaction even though their (...) fulfillment is desirable within a given context. Inspired by Gibson’s theory of affordances and Dewey’s account of habits, these situations will be characterized as events where an agent does not act upon an inviting affordance for social interaction due to a conflict which he or she experiences between given concerns, needs, and social norms. This conflict leads to a sense of unfulfillment that may eventually bring about a crisis and revision of habits. Through specific examples, this work presents the potential impact of the connection between affordances, habits, and affectivity on everyday situations. It therefore represents an exploration of the common ground between pragmatism and enactivism and an attempt to contribute to a process-based approach to social interaction. (shrink)

Many of the computing systems programmed using Machine Learning are opaque: it is difficult to know why they do what they do or how they work. Explainable Artificial Intelligence aims to develop analytic techniques that render opaque computing systems transparent, but lacks a normative framework with which to evaluate these techniques’ explanatory successes. The aim of the present discussion is to develop such a framework, paying particular attention to different stakeholders’ distinct explanatory requirements. Building on an analysis of “opacity” from (...) philosophy of science, this framework is modeled after accounts of explanation in cognitive science. The framework distinguishes between the explanation-seeking questions that are likely to be asked by different stakeholders, and specifies the general ways in which these questions should be answered so as to allow these stakeholders to perform their roles in the Machine Learning ecosystem. By applying the normative framework to recently developed techniques such as input heatmapping, feature-detector visualization, and diagnostic classification, it is possible to determine whether and to what extent techniques from Explainable Artificial Intelligence can be used to render opaque computing systems transparent and, thus, whether they can be used to solve the Black Box Problem. (shrink)

Hors du temps d’Alain Boyer est l’un de ces livres qui prêtent volontiers à la critique et à la discussion, non seulement en raison des thèses soutenues par l’auteur, qui sont, de son propre aveu, controversées, mais à cause également du ton employé, souvent polémique, parfois même irrévérencieux ou iconoclaste. Et sans doute l’un des buts essentiels de l’ouvrage consiste-t-il à déboulonner une statue, non pas tant celle du philosophe Kant, dont l’auteur reconnaît le génie et l’importance, mais celle d’un (...) certain Kant élevé au rang de chantre des modernes ou d’apôtre du pluralisme, de la liberté d’expression et du dialogue intersubjectif. Bien qu’il ne conteste pas complètement la vision poppérienne d’un Kant Aufklärer, Alain Boyer entend néanmoins la nuancer: maints aspects de la philosophie de Kant s’éloignent effectivement de l’Aufklärung. Il s’agira pour lui de montrer que Kant est un philosophe tant de l’ordre que de la liberté et que bien qu’il soit le père du criticisme, il n’en est pas moins lui-même un métaphysicien dogmatique cherchant avant tout à sauver la morale et la religion du péril que lui font courir ses principaux ennemis: les sceptiques empiriques, les rêveurs délirants ou les librespenseurs. Il entend également dénoncer l’imposture de certains interprètes de Kant qui passent volontiers sous silence les aspects les plus problématiques de sa pensée pour ne retenir que ce qui s’accorde avec leurs propres convictions, projetant ainsi sur sa pensée, de manière anachronique, leurs propres idées. Parmi les thèses kantiennes que l’on tente prudemment d’écarter se trouvent entre autres la condamnation absolue du mensonge, le refus du droit de résistance, la liberté intelligible ou encore l’énigmatique chose en soi. (shrink)

Hors du temps d'Alain Boyer est l'un de ces livres qui prêtent volontiers à la critique et à la discussion, non seulement en raison des thèses soutenues par l'auteur, qui sont, de son propre aveu, controversées, mais à cause également du ton employé, souvent polémique, parfois même irrévérencieux ou iconoclaste. Et sans doute l'un des buts essentiels de l'ouvrage consiste-t-il à déboulonner une statue, non pas tant celle du philosophe Kant, dont l'auteur reconnaît le génie et l'importance, mais celle d'un (...) certain Kant élevé au rang de chantre des modernes ou d'apôtre du pluralisme, de la liberté d'expression et du dialogue intersubjectif. Bien qu'il ne conteste pas complètement la vision poppérienne d'un Kant Aufklärer, Alain Boyer entend néanmoins la nuancer: maints aspects de la philosophie de Kant s'éloignent effectivement de l'Aufklärung. Il s'agira pour lui de montrer que Kant est un philosophe tant de l'ordre que de la liberté et que bien qu'il soit le père du criticisme, il n'en est pas moins lui-même un métaphysicien dogmatique cherchant avant tout à sauver la morale et la religion du péril que lui font courir ses principaux ennemis: les sceptiques empiriques, les rêveurs délirants ou les libres-penseurs. (shrink)

Résumé Nous entendons démontrer dans cet article l’importance souvent méconnue que revêt dans la morale kantienne l’analogie entre la nature sensible et la nature morale. Nous y soutiendrons en effet que sans la présence d’une telle analogie, il serait impossible pour le jugement pratique de déterminer pour des cas particuliers quelles sont les actions qu’autorise l’impératif catégorique. A cet égard, la typique du jugement pur pratique s’avérera déterminante en ceci qu’elle fournira à la loi morale le prolongement intuitif nécessaire pour (...) que soient subsumées sous elle des actions particulières. Bien qu’elle esquisse un pont entre la nature et la liberté, la typique ne saurait se réduire, comme le suggère néanmoins Yovel, à n’être qu’une forme inférieure de la synthèse achevée de la moralité et du bonheur, telle qu’on la retrouve dans le concept du souverain bien. Son caractère incontournable pour le jugement moral s’illustre en outre dans le recours systématique à ce principe par Kant lui-même lors de la discussion et de la solution des quatre dilemmes moraux présentés dans les Fondements de la métaphysique des mœurs. (shrink)

ABSTRACTThe aim of this article is to discuss the transcendental status of Kant's moral philosophy. Despite what is usually thought among scholars, we intend to demonstrate that morality for Kant is not part of transcendental philosophy. We shall at first recall the reasons that have driven Kant to separate morality from the transcendental philosophy. Kant's position seems both firm and clear: morality, although involving a priori concepts such as the moral law, is not a transcendantal knowledge because its major concept, (...) the will, is not pure enough; it refers somehow to experience. On the other hand, after considering the positions of renowned scholars such as Gueroult, Delbos, and Höffe, who claim that Kant's morality became partially or totally transcendantal since the writing of the Grundlegung zur Metaphysik der Sitten, we suggest that Kant had then found the right way to establish on a critical basis a future metaphysics of morals. (shrink)

Notre intention dans cet article est de montrer qu’il existe deux versions différentes du souverain bien politique chez Kant et de déterminer laquelle est la plus cohérente avec l’ensemble de sa philosophie pratique. Ayant d’abord soutenu une version forte et étatique du Völkerbund conçu comme un Völkerstadt, Kant s’en éloigne progressivement jusqu’à soutenir une version non étatique de l’ordre juridique et politique international sous la forme d’une association d’États libres. Les arguments d’ordre moral avancés par Kant pour soutenir cette nouvelle (...) version de la Société des Nations ne sont rationnellement acceptables que si nous convenons qu’il a désormais abandonné l’analogie individu / État qui se trouvait pourtant à la base de l’argumentation visant à rendre nécessaire l’institution d’un ordre international. La faillite de l’analogie individu / État annonce que le modèle vers lequel doit s’orienter l’ordre politique international n’est pas l’État de droit coercitif et légal, mais l’idéal de la communauté éthique qui repose sur l’autonomie et l’intention morale des États.The purpose of this article is to determine which of the two representations of the highest political good in Kant’s philosophy is the more consistent with his whole practical philosophy. After having defended a strong version of the highest politicaI good, in which the Völkerbund was more like a Völkerstadt, Kant went on to affirm a non-state version of the international political and juridical order, now conceived as an association of free states. The arguments Kant proposes to ground his new conception of the international political order cannot be very convincing unless we admit that he has definitively abandoned the earlier analogy he made between the individual and the state. The collapsing of this analogy, which he had first proposed in order to justify a legalization of the international political order, shows that the model he has in mind for the highest political good is not the power of the national state but the ideal of an ethical commonwealth which relies only on the autonomy and the moral intentions of the states. (shrink)

Cet article plaide en faveur de l’unité de la philosophie kantienne de l’histoire qui apparaît trop souvent scindée en deux lectures antagonistes : l’une qui fait de l’histoire le lieu du développement continu de la disposition morale de l’homme, l’autre qui ne perçoit au contraire dans l’histoire qu’un progrès politique et juridique. Notre intention sera alors de présenter l’histoire comme le lieu où s’effectue chez Kant la réconciliation entre la moralité et la politique. Nous verrons à cet égard que la (...) position intermédiaire qu’occupe l’histoire lui confère par rapport au développement de l’espèce humaine une dimension pédagogique indéniable. A travers l’établissement d’un État de droit, l’histoire favoriserait donc l’émergence d’une culture de l’autonomie et de la liberté, préparant l’homme à réaliser sa tâche morale qui consiste dans l’accomplissement d’une communauté éthique du genre humain. (shrink)

The received view of dynamical explanation is that dynamical cognitive science seeks to provide covering law explanations of cognitive phenomena. By analyzing three prominent examples of dynamicist research, I show that the received view is misleading: some dynamical explanations are mechanistic explanations, and in this way resemble computational and connectionist explanations. Interestingly, these dynamical explanations invoke the mathematical framework of dynamical systems theory to describe mechanisms far more complex and distributed than the ones typically considered by philosophers. Therefore, contemporary dynamicist (...) research reveals the need for a more sophisticated account of mechanistic explanation. (shrink)

Models developed using machine learning are increasingly prevalent in scientific research. At the same time, these models are notoriously opaque. Explainable AI aims to mitigate the impact of opacity by rendering opaque models transparent. More than being just the solution to a problem, however, Explainable AI can also play an invaluable role in scientific exploration. This paper describes how post-hoc analytic techniques from Explainable AI can be used to refine target phenomena in medical science, to identify starting points for future (...) investigations of causal relationships, and to generate possible explanations of target phenomena in cognitive science. In this way, this paper describes how Explainable AI—over and above machine learning itself—contributes to the efficiency and scope of data-driven scientific research. (shrink)

In a context of pervasive digitalization of the social world, both before and during the COVID-19 pandemic, the field of education has undergone major changes with the development of digital practices and settings. However, the physical presence of the subjects and the body remain something primordial and irreplaceable in traditional educational processes. Thus, it is often assumed that virtuality is opposed to the corporeal reality of the subjects involved in teaching, learning and studying. In this paper we aim to critically (...) challenge this assumption by addressing the phenomenon of virtuality in a more original sense: as a fundamental dimension of corporeality itself. Drawing on Merleau-Ponty’s phenomenological insights, we argue that the experience of the virtual is inherently embodied and fully real. We understand corporeality and virtuality as entangled and multidimensional phenomena. At the same time, this leads us to rethink the digital as only one possible medium in which virtuality can appear as inherent to embodied experience. We develop our phenomenological approach in three instances. First, we question and bracket two common assumptions about corporeality. From our critical perspective, assumptions about a disembodied digitality and a devirtualized corporeality represent extremes within which educational discourses currently move. Second, we address the inherent virtuality of embodied experience. We outline the heuristic concept of the virtual body to describe corporeality and virtuality as entangled and multidimensional phenomena that encompass extension, intercorporeality and intermediality. Finally, we make some remarks on the relationships of corporeality and virtuality considering the challenges of digital education. (shrink)

Bayesian reverse-engineering is a research strategy for developing three-level explanations of behavior and cognition. Starting from a computational-level analysis of behavior and cognition as optimal probabilistic inference, Bayesian reverse-engineers apply numerous tweaks and heuristics to formulate testable hypotheses at the algorithmic and implementational levels. In so doing, they exploit recent technological advances in Bayesian artificial intelligence, machine learning, and statistics, but also consider established principles from cognitive psychology and neuroscience. Although these tweaks and heuristics are highly pragmatic in character and (...) are often deployed unsystematically, Bayesian reverse-engineering avoids several important worries that have been raised about the explanatory credentials of Bayesian cognitive science: the worry that the lower levels of analysis are being ignored altogether; the challenge that the mathematical models being developed are unfalsifiable; and the charge that the terms ‘optimal’ and ‘rational’ have lost their customary normative force. But while Bayesian reverse-engineering is therefore a viable and productive research strategy, it is also no fool-proof recipe for explanatory success. (shrink)

The philosophical conception of mechanistic explanation is grounded on a limited number of canonical examples. These examples provide an overly narrow view of contemporary scientific practice, because they do not reflect the extent to which the heuristic strategies and descriptive practices that contribute to mechanistic explanation have evolved beyond the well-known methods of decomposition, localization, and pictorial representation. Recent examples from evolutionary robotics and network approaches to biology and neuroscience demonstrate the increasingly important role played by computer simulations and mathematical (...) representations in the epistemic practices of mechanism discovery and mechanism description. These examples also indicate that the scope of mechanistic explanation must be re-examined: With new and increasingly powerful methods of discovery and description comes the possibility of describing mechanisms far more complex than traditionally assumed. (shrink)

This chapter subsumes David Marr’s levels of analysis account of explanation in cognitive science under the framework of mechanistic explanation: Answering the questions that define each one of Marr’s three levels is tantamount to describing the component parts and operations of mechanisms, as well as their organization, behavior, and environmental context. By explicating these questions and showing how they are answered in several different cognitive science research programs, this chapter resolves some of the ambiguities that remain in Marr’s account, and (...) shows that many different areas and traditions of cognitive scientific research can be unified under the mechanistic framework. (shrink)

Whereas most branches of neuroscience are thought to provide mechanistic explanations, systems neuroscience is not. Two reasons are traditionally cited in support of this conclusion. First, systems neuroscientists rarely, if ever, rely on the dual strategies of decomposition and localization. Second, they typically emphasize organizational properties over the properties of individual components. In this paper, I argue that neither reason is conclusive: researchers might rely on alternative strategies for mechanism discovery, and focusing on organization is often appropriate and consistent with (...) the norms of mechanistic explanation. Thus, many explanations in systems neuroscience can also be viewed as mechanistic explanations. (shrink)

This paper considers the way mathematical and computational models are used in network neuroscience to deliver mechanistic explanations. Two case studies are considered: Recent work on klinotaxis by Caenorhabditis elegans, and a longstanding research effort on the network basis of schizophrenia in humans. These case studies illustrate the various ways in which network, simulation and dynamical models contribute to the aim of representing and understanding network mechanisms in the brain, and thus, of delivering mechanistic explanations. After outlining this mechanistic construal (...) of network neuroscience, two concerns are addressed. In response to the concern that functional network models are non-explanatory, it is argued that functional network models are in fact explanatory mechanism sketches. In response to the concern that models which emphasize a network’s organization over its composition do not explain mechanistically, it is argued that this emphasis is both appropriate and consistent with the principles of mechanistic explanation. What emerges is an improved understanding of the ways in which mathematical and computational models are deployed in network neuroscience, as well as an improved conception of mechanistic explanation in general. (shrink)

This article discusses the relation between empirical and normative approaches in bioethics. The issue of dwarf tossing, while admittedly unusual, is chosen as a point of departure because it challenges the reader to look with fresh eyes upon several central bioethical themes, including human dignity, autonomy, and the protection of vulnerable people. After an overview of current approaches to the integration of empirical and normative ethics, we consider five ways that the empirical and normative can be brought together to speak (...) to the problem of dwarf tossing: prescriptive applied ethics, theoretical ethics, critical applied ethics, particularist ethics and integrated empirical ethics. We defend a position of critical applied ethics that allows for a two-way relation between empirical and normative theories. Against efforts fully to integrate the normative and the empirical into one synthesis, we propose that the two should stand in tension and relation to one another. The approach we endorse acknowledges that a social practice can and should be judged both by the gathering of empirical data and by normative ethics. Critical applied ethics uses a five stage process that includes: (a) determination of the problem, (b) description of the problem, (c) empirical study of effects and alternatives, (d) normative weighing and (e) evaluation of the effects of a decision. In each stage, we explore the perspective from both the empirical (sociological) and the normative ethical point of view. We conclude by applying our five-stage critical applied ethics to the example of dwarf tossing. (shrink)

This article aims to clarify the sharp contrast between the “short path” of Heideggerian ontology and the “long path” adopted by Ricoeur as a representation of the many necessary mediations in the constitution of his philosophical anthropology. Heidegger breaks into contemporary thought with the publication of his treatise “Being and Time” (1927) as a kind of direct settlement in the field of ontology. In contrast, Ricoeur is seen - and sees himself - as a thinker of conceptual mediations in his (...) long itinerary, since adherence to Husserlian phenomenology and subsequent hermeneutic inflection, passing through confrontations with Freudian psychoanalysis, structuralism and analytical philosophy, to the creation of the book “Oneself as Another” (1990). However, the two philosophers built their works on the common horizon of hermeneutics; therefore, are there possible points of convergence between them? And how could we interpret the relevance of this possible interlocution? These questions cannot be answered without a thorough comparative reading. This text does not intend to answer them, but only to suggest elements for further investigations. (shrink)

The so-called “intentional object” occupies a central position in the debates about intentionality in Brentano and the Brentano School. How does it relate to the correlate, the content, or the intended, possibly external, transcendent object? Does it perhaps even coincide with one of these? There was no clear consensus on this neither in Brentano’s time nor today. In order to develop a new perspective on the problem of the intentional object, I would like to introduce a deliberately radical interpretation and (...) related terminological change: what if we were to avoid any talk of “object” in this context altogether? Perhaps this could help avoid the ambiguities and misunderstandings associated with talk of “intentional objects.” In my contribution I would like to sketch such an interpretation and consider whether this attempt could be useful to reframe the debate. (shrink)

The complex world of thought and sensitivity in the sphere of contemporary art has entailed the revision and exclusion of disciplines aimed at providing a model to explain and conceptualize reality. Art history, as one such discipline, has had many of its contributions questioned from Gombrich’s epistemological reformulation to the postmodern discourses, which extol the death of the author, the post-structuralist idea of tradition as a textual phenomenon, and the declaration of the death of history as a consequence of the (...) hybridization of disciplines and of other bran- ches of human knowledge. Nevertheless, it can be demonstrated that proposals as those by Julius von Schlosser and Giulio Carlo Argan enclose reflections and methodological aspects which can help us face the task of understanding and visualizing the mediating role of historians in the culture of sensitivity, and the art modulations that have resulted from the blows of history and that, in turn, have shaped both art and art history into what they are or can be to us today. (shrink)

The concept of dignity is notoriously vague. In this paper it is argued that the reason for this is that there are three versions of dignity that are often confused. First we will take a short look at the history of the concept of dignity in order to demonstrate how already from Roman Antiquity two versions of dignity can be distinguished. Subsequently, the third version will be introduced and it will be argued that although the three versions of dignity hang (...) together, they should also be clearly distinguished in order to avoid confusion. The reason for distinguishing the three versions is because all three of them are only partially effective. This will be demonstrated by taking the discussion about voluntary ‘dying with dignity’ as an example. Inspired by both Paul Ricoeur’s concept of ethics and the ethics of care a proposition will be done as to how the three versions of dignity may sustain each other and help achieve what neither one of the versions can do on its own. (shrink)

This chapter provides an overview of the basic research strategies and analytic techniques deployed in computational cognitive neuroscience. On the one hand, “top-down” strategies are used to infer, from formal characterizations of behavior and cognition, the computational properties of underlying neural mechanisms. On the other hand, “bottom-up” research strategies are used to identify neural mechanisms and to reconstruct their computational capacities. Both of these strategies rely on experimental techniques familiar from other branches of neuroscience, including functional magnetic resonance imaging, single-cell (...) recording, and electroencephalography. What sets computational cognitive neuroscience apart, however, is the explanatory role of analytic techniques from disciplines as varied as computer science, statistics, machine learning, and mathematical physics. These techniques serve to describe neural mechanisms computationally, but also to drive the process of scientific discovery by influencing which kinds of mechanisms are most likely to be identified. For this reason, understanding the nature and unique appeal of computational cognitive neuroscience requires not just an understanding of the basic research strategies that are involved, but also of the formal methods and tools that are being deployed, including those of probability theory, dynamical systems theory, and graph theory. (shrink)

This volume is a broad anthology addressing many if not most major topics in phenomenology and philosophy in general: from foundational and methodological ...