In lieu of an abstract, here is a brief excerpt of the content:Journal of the History of Philosophy 41.2 (2003) 277-278 [Access article in PDF] John Hedley Brooke, Margaret J. Osler, and Jitse M. van der Meer, editors. Science in Theistic Contexts: Cognitive Dimensions. Chicago: University of Chicago Press Journals Division, 2001. Pp. xiii + 376. Cloth, $39.00. Paper, $25.00. Some twenty years ago, when I submitted a dissertation proposal to explore connections between theologies of creation and views of scientific (...) knowledge in the seventeenth century, my doctoral committee was not initially enthusiastic—my idea might make a good dissertation in religion, but was it really history of science? I doubt I would have a similar experience today. Not only has the "warfare" thesis of science and religion been laid permanently to rest, historians have begun seriously to question whether it makes sense even to treat "religion" and "science" in an essentialist manner as separate ways of thinking that do not ordinarily interact. Many detailed case studies demonstrating a variety of fascinating, often important connections between science and religion have appeared from leading scholars in the past two decades. This trend continues in the latest volume of Osiris, which contains sixteen essays documenting various ways in which religious beliefs have influenced the actual content and presentation of science.The volume opens with two companion essays laying out the terrain. First, Brooke engages the new methodological and conceptual problems that confront historians following the demise of the "warfare" thesis. Then Stephen Wykstra offers criteria for sorting out the various roles for metaphysical and religious beliefs (which he distinguishes) in shaping scientific knowledge. The case studies begin with E. Jamil Ragep's essay on medieval Islamic astronomy, arguing that religion sometimes had a constructive role—a rather novel claim for Islamic science, he points out. Noah J. Efron and Menachem Fisch show how early modern Jewish exegetical practices influenced David b. Solomon Gans's interpretations of astronomical texts, and quite possibly his interpretation of nature also. A Christian astronomer is next, as Peter Barker and Bernard R. Goldstein detail how Johannes Kepler's theology contributed directly to the discovery of scientific laws. Maurice A. Finnocchiaro then reviews various accounts of the Galileo affair, finding far more conflict in the subsequent historiography of the events than in the trial itself.Moving from astronomy to natural philosophy, Margaret G. Cook's essay on Robert Boyle examines the web of connections between theology, the mechanical philosophy, and [End Page 277] "the Aristotelian philosophy that he sought to replace." She demonstrates that Boyle used the classical art/nature distinction "to interpret the biblical account of the Creation and to argue that chemical techniques offered experimental confirmation that the world, created by art, worked by the same mechanical principles as artificial objects, not by the inherent agency of Aristotelian nature" (136). Margaret J. Osler also writes about Boyle. Contrary to the traditional view that final causes were expunged from science by the mechanical philosophy—a view that originated in the "positivism and scientific optimism" of the postwar period (168)—she proves that final causality remained central to the thought of Boyle and Pierre Gassendi. The essay by Stephen D. Snobelen presents substantial evidence that the famous General Scholium, appended to the second edition of Isaac Newton's Principia, was a carefully worded declaration of Newton's heterodox theology. "A Trinitarian," Snobelen concludes, "could not have written the General Scholium" (186). He also shows the degree to which Newton's theology shaped his overall natural philosophy, decisively debunking the late Richard S. Westfall's view that such influences could not be found.The final seven essays are mainly devoted to nineteenth-century science. Michael J. Crowe documents several ways in which Christian beliefs about divine goodness and the Incarnation affected astronomy. Martin Fichman shows how Alfred Russel Wallace's theism—not merely a vague spiritualism, as traditional accounts claim—"shaped the cognitive content of his mature evolutionary synthesis, which included a theoretical reconceptualization of the scope of natural selection" (227). In a revisionist account of Charles Darwin's philosophy of "nature," Phillip R. Sloan challenges the received view that... (shrink)

Do we directly perceive physical objects? What is the significance of the qualification ‘directly’ here? Austin famously denied that there was a unique interpretation by which we could make sense of the traditional debate in the philosophy of perception. I look here at Thompson Clarke’s discussion of G. E. Moore and surface perception to answer Austin’s scepticism.

Feature selection is a widely studied technique whose goal is to reduce the dimensionality of the problem by removing irrelevant features. It has multiple benefits, such as improved efficacy, efficiency and interpretability of almost any type of machine learning model. Feature selection techniques may be divided into three main categories, depending on the process used to remove the features known as Filter, Wrapper and Embedded. Embedded methods are usually the preferred feature selection method that efficiently obtains a selection of the (...) most relevant features of the model. However, not all models support an embedded feature selection that forces the use of a different method, reducing the efficiency and reliability of the selection. Neural networks are an example of a model that does not support embedded feature selection. As neural networks have shown to provide remarkable results in multiple scenarios such as classification and regression, sometimes in an ensemble with a model that includes an embedded feature selection, we attempt to embed a feature selection process with a general-purpose methodology. In this work, we propose a novel general-purpose layer for neural networks that removes the influence of irrelevant features. The Feature-Aware Drop Layer is included at the top of the neural network and trained during the backpropagation process without any additional parameters. Our methodology is tested with 17 datasets for classification and regression tasks, including data from different fields such as Health, Economic and Environment, among others. The results show remarkable improvements compared to three different feature selection approaches, with reliable, efficient and effective results. (shrink)

We show that dynamical clustering, where a system segregates into distinguishable subsets of synchronized elements, and chimera states, where differentiated subsets of synchronized and desynchronized elements coexist, can emerge in networks of globally coupled robust-chaos oscillators. We describe the collective behavior of a model of globally coupled robust-chaos maps in terms of statistical quantities and characterize clusters, chimera states, synchronization, and incoherence on the space of parameters of the system. We employ the analogy between the local dynamics of a system (...) of globally coupled maps with the response dynamics of a single driven map. We interpret the occurrence of clusters and chimeras in a globally coupled system of robust-chaos maps in terms of windows of periodicity and multistability induced by a drive on the local robust-chaos map. Our results show that robust-chaos dynamics does not limit the formation of cluster and chimera states in networks of coupled systems, as it had been previously conjectured. (shrink)

Listening to someone from some distance in a crowded room you may experience the following phenomenon: when looking at them speak, you may both hear and see where the source of the sounds is; but when your eyes are turned elsewhere, you may no longer be able to detect exactly where the voice must be coming from. With your eyes again fixed on the speaker, and the movement of her lips a clear sense of the source of the sound will (...) return. This ‘ventriloquist’ effect reflects the ways in which visual cognition can dominate auditory perception. And this phenomenological observation is one what you can verify or disconfirm in your own case just by the slightest reflection on what it is like for you to listen to someone with or without visual contact with them. (shrink)

A long-standing theme in discussion of perception and thought has been that our primary cognitive contact with individual objects and events in the world derives from our perceptual contact with them. When I look at a duck in front of me, I am not merely presented with the fact that there is at least one duck in the area, rather I seem to be presented withthisthing (as one might put it from my perspective) in front of me, which looks to (...) me to be a duck. Furthermore, such a perception would seem to put me in a position not merely to make the existential judgment that there is some duck or other present, but rather to make a singular, demonstrative judgment, that that is a duck. My grounds for an existential judgment in this case derives from my apprehension of the demonstrative thought and not vice versa. (shrink)

The usual way for new cells to come into being is by division of old cells. So the zygote, which is a—new—single cell formed from two, the sperm and ovum, is an exception. Textbooks of human genetics usually say that this new cell is beginning of a new human individual. What this indicates is that they suddenly forget about identical twins.