In this paper we defend structural representations, more specifically neural structural representation. We are not alone in this, many are currently engaged in this endeavor. The direction we take, however, diverges from the main road, a road paved by the mathematical theory of measure that, in the 1970s, established homomorphism as the way to map empirical domains of things in the world to the codomain of numbers. By adopting the mind as codomain, this mapping became a boon for all those (...) convinced that a representation system should bear similarities with what was being represented, but struggled to find a precise account of what such similarities mean. The euforia was brief, however, and soon homomorphism revealed itself to be affected by serious weaknesses, the primary one being that it included systems embarrassingly alien to representations. We find that the defense attempts that have followed, adopt strategies that share a common format: valid structural representations come as “homomorphism plus X”, with various “X”, provided in descriptive format only. Our alternative direction stems from the observation of the overlooked departure from homomorphism as used in the theory of measure and its later use in mental representations. In the former case, the codomain or the realm of numbers, is the most suited for developing theorems detailing the existence and uniqueness of homomorphism for a wide range of empirical domains. In the latter case, the codomain is the realm of the mind, possibly more vague and more ill-defined than the empirical domain itself. The time is ripe for articulating the mapping between represented domains and the mind in formal terms, by exploiting what is currently known about coding mechanisms in the brain. We provide a sketch of a possible development in this direction, one that adopts the theory of neural population coding as codomain. We will show that our framework is not only not in disagreement with the “plus X” proposals, but can lead to natural derivation of several of the “X”. (shrink)

According to Papineau’s qualitative view, experiences instantiate both representational and phenomenal properties. The instantiation of phenomenal properties is people undergoing the relevant experience. In contrast, the instantiation of representational properties relies on changing relationships between the person and the environment in which the person is embedded. The upshot is that phenomenal and representational properties are only contingently related: phenomenal properties are neither identical to, nor supervene on, representational properties. In this article, the author gives a detailed criticism of Papineau’s qualitative (...) view. Papineau’s qualitative view left unexplained the relevant causal role of consciousness in accounting for actions—assuming that a mental state only becomes conscious when it is poised to make a direct difference to what the subject believes and later remembers, how the subject reasons, what decisions the subject makes, and what rational actions the subject performs. The author argues that the same reasons that support Papineau’s complaint that it is hard to see how distal particulars and properties make their way into the realm of consciousness—namely some traditional arguments against representationalism—also show that it is hard to see how phenomenal consciousness makes its way back into the outside world in explaining the rational control of actions. (shrink)

In his recent paper "Indeterminacy, empiricism, and the first person" John R. Searle tries to refute Willard V. O. Quine's famous "indeterminacy of translation thesis" by arguing that this thesis is in fact a reductio ad absurdum of Quine's own "linguistic behaviorism". Searle accuses Quine of being "antimentalistic" and suggests that the "absurdity" of Quine's thesis might be avoided if a full-fledged "intentionality" were tolerated in the debate on meaning. - This anti-Quinean approach in some respects reminds of the "improbable (...) debate" between Searle and Jacques Derrida ten years ago, when Derrida had split and "deferred" intentionality by showing that the essential "iterability" of signs inevitably infects every intentional act with an unremovable "non-presence". In this paper it is argued that Searle's attacks on Quine and Derrida have both failed - and that there are structural similarities between these two failures which reveal some interesting parallels between Quine's and Derrida's philosophy. (shrink)

I argue that moral judgement is a natural kind on the grounds that it plays a causal/explanatory role in psychological generalizations. I then develop an empirically grounded theory of its identity as a natural kind. I argue that moral judgement is a hybrid state of moral belief and moral emotion. This hybrid theory supports the role of moral judgement in explanations of reasoning and action and also supports its role in a dual process model of moral cognition. Although it is (...) composed of moral belief and moral emotion, moral judgement is unified, like other natural kinds, in virtue of underlying mechanisms that generate homeostasis among its components. Finally, this theory about the unity of moral judgement resolves a longstanding puzzle about moral motivation. The view explains how it is that moral judgements motivate all on their own but not all the time. (shrink)

Cognitive science and hathayoga both make emphatic claims about the relationship between the body and the mind. To examine this complementary relationship I draw upon the five main approaches currently being used by cognitive science and then consider their implications within the context of three specific points of contact with hathayoga theory: the rejection of dualism, the nature of consciousness, and the role of the nervous and circulatory systems in religious experience. This type of comparative analysis can provide additional information (...) about the nature of consciousness and the potential practices that heighten our awareness or knowledge of it. Consequently, cognitive science offers a new and provocative way to dialogue with Indian yoga traditions in terms of the methods and theories of modernity. (shrink)

Meaning depends on context. This applies in obvious cases like deictics or sarcasm as well as more subtle situations like framing or persuasion. One key aspect of this is the identity of the participants in an interaction. Our interpretation of an utterance shifts based on a variety of factors, including personal history, background knowledge, and our relationship to the source. While obviously an incomplete model of individual differences, demographic factors provide a useful starting point and allow us to capture some (...) of this variance. However, the relevance of specific demographic factors varies between situations—where age might be the key factor in one context, ideology might dominate in another. To address this challenge, we introduce a method for combining demographics and context into situated demographic embeddings—mapping representations into a continuous geometric space appropriate for the given domain, showing the resulting representations to be functional and interpretable. We further demonstrate how to make use of related external data so as to apply this approach in low‐resource situations. Finally, we show how these representations can be incorporated into improve modeling of real‐world natural language understanding tasks, improving model performance and helping with issues of data sparsity. (shrink)

This piece is a commentary on a precis of Maggie Boden's book "The creative mind" published in Behavioral and Brain Sciences.

Sortal concepts are at the center of certain logical discussions and have played a significant role in solutions to particular problems in philosophy. Apart from logic and philosophy, the study of sortal concepts has found its place in specific fields of psychology, such as the theory of infant cognitive development and the theory of human perception. In this monograph, different formal logics for sortal concepts and sortal-related logical notions are characterized. Most of these logics are intensional in nature and possess, (...) in addition, a bidimensional character. That is, they simultaneously represent two different logical dimensions. In most cases, the dimensions are those of time and natural necessity, and, in other cases, those of time and epistemic necessity. Another feature of the logics in question concerns second-order quantification over sortal concepts, a logical notion that is also represented in the logics. Some of the logics adopt a constant domain interpretation, others a varying domain interpretation of such quantification. Two of the above bidimensional logics are philosophically grounded on predication sortalism, that is, on the philosophical view that predication necessarily requires sortal concepts. Another bidimensional logic constitutes a logic for complex sortal predicates. These three sorts of logics are among the important novelties of this work since logics with similar features have not been developed up to now, and they might be instrumental for the solution of philosophically significant problems regarding sortal predicates. The book assumes a modern variant of conceptualism as a philosophical background. For this reason, the approach to sortal predicates is in terms of sortal concepts. Concepts, in general, are here understood as intersubjective realizable cognitive capacities. The proper features of sortal concepts are determined by an analysis of the main features of sortal predicates. Posterior to this analysis, the sortal-related logical notions represented in the above logics are discussed. There is also a discussion on the extent to which the set-theoretic formal semantic systems of the book capture different aspects of the conceptualist approach to sortals. These different semantic frameworks are also related to realist and nominalist approaches to sortal predicates, and possible modifications to them are considered that might represent those alternative approaches. (shrink)

The claims that learning systems must build causal models and provide explanations of their inferences are not new, and advocate a cognitive functionalism for artificial intelligence. This view conflates the relationships between implicit and explicit knowledge representation. We present recent evidence that neural networks do engage in model building, which is implicit, and cannot be dissociated from the learning process.

This essay introduces ‘The Puzzle of Faith,’ which highlights an apparent tension between faith and belief. To resolve this tension, I will present a solution to The Puzzle of Faith by identifying the sort of cognitive attitude that is sufficient for faith. I will argue two theses. That the cognitive attitude in religious faith need not be belief in the philosopher’s regimented sense, but it can be an attitude which I call creedal acceptance. If there are cases in which faith (...) entails belief, then these ‘beliefs’ are different from the evidentially vulnerable beliefs talked about in philosophical literature. My second thesis is a linguistic thesis, which seeks to argue that the way the word belief is used in everyday speech does not typically refer to belief in the philosopher’s sense, but refers to something closer to what I am calling creedal acceptance. (shrink)

This thesis develops methods for representing how the contents of theories of meaning become conceived by their users. These contents are treated as the range of systematically elicited conceptions afforded by a designated corpus of key texts. The approach being taken involves first detailing a formal scheme for the components of situations attributed to various entities. This scheme is then applied as a framing device to form a template which accounts for the shared structure between the mental spaces which embody (...) how people conceive different theories of meaning. For the purposes of this task, cognition is treated as embodied in the sense that both the form and content of personal conceptualisations are largely dependent on what both bodily and ecological factors afford. The purpose of this approach is to help understand how theories operate when viewed as worldly entities within a materialist framework. The significance of such understanding lies in enabling analyses and comparisons which account for the effects of material restrictions such as how a theory’s presentation must necessarily be selective and how human cognition operates on models set by precedent. The framework being provided here allows the conceptions each individual theory of meaning elicits to be reduced to formal, commensurate models which account for differences between typical influences on the conceptions characteristic of different demographics such as experts of related fields. Approaching theories of meaning from this angle also reveals new avenues of comparison concerning otherwise implicit details. One involves theory-internal conditions on the full material identity of meaning-instantiating entities. The other concerns the extent of the domains for aggregating applicable influences for which a theory accounts and the range of those it may accommodate. (shrink)

Proturječnost stavova o položaju biologije unutar ili izvan područja znanosti može se podijeliti na nekoliko osnovnih pristupa. Prvi pristup smješta biologiju izvan znanstvenog područja zbog nedostatka univerzalnosti, nedostatka strogih generalizacija i nedostatka stroge kvantitativne strukture. Drugi pristup smatra biologiju znanošću koju treba svesti na fiziku. Treći pristup vidi značajne razlike između biologije s jedne, i fizike i kemije s druge strane, ali ipak tvrdi da je biologija prava znanost, no samostalna i s vlastitim pojmovnikom i metodologijom. Poredba načela prirodne znanosti (...) s obilježjima biologije ukazuje na nedostatak determinizma, neprikladnost esencijalizma i manjkavosti redukcionističkog pristupa u području biološkog. S druge strane, biologija ima neka posebna obilježja. Biologija je znanost samostalna u određenju svoga područja i biranju prikladnog pojmovnika i metoda proučavanja. Njezino područje, pojmovnik, logika i metodologija ne podudaraju se potpuno s onima ostalih znanosti, ali se u potpunosti ni ne razilaze.Ambiguities of attitudes on the position of biology within or outside of science domain can be divided into few basic approaches. The first approach places biology outside the scientific domain due to its lack of universality, the lack of strong generalizations and the lack of strong quantitative structure. The second approach claims that science of biology should be reduced to physics. The third approach accepts significant differences between biology on one side, and physics and chemistry on the other side, but it still claims that biology is a hard science, autonomous and with its own terminology and methodology. Comparison of principles of natural science with features of biology demonstrates a lack of determinism, inappropriateness of essentialism and pitfalls of reductionist approach in biological sphere. On the other hand, biology has some specific features. Biology is a science that has autonomy in determining its domain and choice of appropriate terminology and inquiry methods. Its domain, terminology, logic and methodology are not entirely in accordance with other sciences, but also are not completely diverse. (shrink)