Results for 'developmental encoding'

733 found
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  1. Genotype–phenotype mapping and the end of the ‘genes as blueprint’ metaphor.Massimo Pigliucci - 2010 - Philosophical Transactions Royal Society B 365:557–566.
    In a now classic paper published in 1991, Alberch introduced the concept of genotype–phenotype (G!P) mapping to provide a framework for a more sophisticated discussion of the integration between genetics and developmental biology that was then available. The advent of evo-devo first and of the genomic era later would seem to have superseded talk of transitions in phenotypic space and the like, central to Alberch’s approach. On the contrary, this paper shows that recent empirical and theoretical advances have only (...)
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  2. Genes and the Agents of Life: The Individual in the Fragile Sciences Biology.Robert A. Wilson - 2005 - New York, NY, USA: Cambridge University Press.
    Genes and the Agents of Life undertakes to rethink the place of the individual in the biological sciences, drawing parallels with the cognitive and social sciences. Genes, organisms, and species are all agents of life but how are each of these conceptualized within genetics, developmental biology, evolutionary biology, and systematics? The 2005 book includes highly accessible discussions of genetic encoding, species and natural kinds, and pluralism above the levels of selection, drawing on work from across the biological sciences. (...)
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  3. Ontogenesis of the socially extended mind.Joel Krueger - 2013 - Cognitive Systems Research 25:40-46.
    I consider the developmental origins of the socially extended mind. First, I argue that, from birth, the physical interventions caregivers use to regulate infant attention and emotion (gestures, facial expressions, direction of gaze, body orientation, patterns of touch and vocalization, etc.) are part of the infant’s socially extended mind; they are external mechanisms that enable the infant to do things she could not otherwise do, cognitively speaking. Second, I argue that these physical interventions encode the norms, values, and patterned (...)
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  4. Memory as Skill.Seth Goldwasser - 2022 - Review of Philosophy and Psychology 14 (3):833-856.
    The temporal structure for motivating, monitoring, and making sense of agency depends on encoding, maintaining, and accessing the right contents at the right times. These functions are facilitated by memory. Moreover, in informing action, memory is itself often active. That remembering is essential to and an expression of agency and is often active suggests that it is a type of action. Despite this, Galen Strawson (Proceedings of the Aristotelian Society, 103, 227–257, 2003) and Alfred Mele (2009) deny that remembering (...)
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  5. Developmental Systems Theory as a Process Theory.Paul Edmund Griffiths & Karola Stotz - 2018 - In Daniel J. Nicholson & John Dupré (eds.), Everything Flows: Towards a Processual Philosophy of Biology. Oxford, United Kingdom: Oxford University Press. pp. 225-245.
    Griffiths and Russell D. Gray (1994, 1997, 2001) have argued that the fundamental unit of analysis in developmental systems theory should be a process – the life cycle – and not a set of developmental resources and interactions between those resources. The key concepts of developmental systems theory, epigenesis and developmental dynamics, both also suggest a process view of the units of development. This chapter explores in more depth the features of developmental systems theory that (...)
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  6. A Developmental Systems Account of Human Nature.Karola Stotz & Paul Griffiths - 2018 - In Elizabeth Hannon & Tim Lewens (eds.), Why We Disagree About Human Nature. Oxford: Oxford University Press. pp. 00-00.
    It is now widely accepted that a scientifically credible conception of human nature must reject the folkbiological idea of a fixed, inner essence that makes us human. We argue here that to understand human nature is to understand the plastic process of human development and the diversity it produces. Drawing on the framework of developmental systems theory and the idea of developmental niche construction we argue that human nature is not embodied in only one input to development, such (...)
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  7. Developmental Programming, Evolution, and Animal Welfare: A Case for Evolutionary Veterinary Science.Walter Veit & Heather Browning - 2021 - Journal of Applied Animal Welfare Science 1.
    The conditions animals experience during the early developmental stages of their lives can have critical ongoing effects on their future health, welfare, and proper development. In this paper we draw on evolutionary theory to improve our understanding of the processes of developmental programming, particularly Predictive Adaptive Responses (PAR) that serve to match offspring phenotype with predicted future environmental conditions. When these predictions fail, a mismatch occurs between offspring phenotype and the environment, which can have long-lasting health and welfare (...)
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  8. Developmental Systems Theory.Paul Griffiths & Adam Hochman - 2015 - eLS:1-7.
    Developmental systems theory (DST) is a wholeheartedly epigenetic approach to development, inheritance and evolution. The developmental system of an organism is the entire matrix of resources that are needed to reproduce the life cycle. The range of developmental resources that are properly described as being inherited, and which are subject to natural selection, is far wider than has traditionally been allowed. Evolution acts on this extended set of developmental resources. From a developmental systems perspective, development (...)
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  9. Encoder-Decoder Based Long Short-Term Memory (LSTM) Model for Video Captioning.Adewale Sikiru, Tosin Ige & Bolanle Matti Hafiz - forthcoming - Proceedings of the IEEE:1-6.
    This work demonstrates the implementation and use of an encoder-decoder model to perform a many-to-many mapping of video data to text captions. The many-to-many mapping occurs via an input temporal sequence of video frames to an output sequence of words to form a caption sentence. Data preprocessing, model construction, and model training are discussed. Caption correctness is evaluated using 2-gram BLEU scores across the different splits of the dataset. Specific examples of output captions were shown to demonstrate model generality over (...)
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  10. Shared encoding and the costs and benefits of collaborative recall.Celia Harris, Amanda Barnier & John Sutton - 2013 - Journal of Experimental Psychology: Learning, Memory, and Cognition 39 (1):183-195.
    We often remember in the company of others. In particular, we routinely collaborate with friends, family, or colleagues to remember shared experiences. But surprisingly, in the experimental collaborative recall paradigm, collaborative groups remember less than their potential, an effect termed collaborative inhibition. Rajaram and Pereira-Pasarin (2010) argued that the effects of collaboration on recall are determined by “pre-collaborative” factors. We studied the role of 2 pre-collaborative factors—shared encoding and group relationship—in determining the costs and benefits of collaborative recall. In (...)
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  11.  28
    Developmental Channeling and Evolutionary Dappling.Grant Ramsey & Cristina Villegas - forthcoming - Philosophy of Science.
    The developmental properties of organisms play important roles in the generation of variation necessary for evolutionary change. But how can individual development steer the course of evolution? To answer this question, we introduce developmental channeling as a disposition of individual organisms that shapes their possible developmental trajectories and evolutionary dappling as an evolutionary outcome in which the space of possible organismic forms is dappled—it is only partially filled. We then trace out the implications of the channeling-dappling framework (...)
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  12. Developmental Level of Moral Judgment Influences Behavioral Patterns during Moral Decision-making.Hyemin Han, Kelsie J. Dawson, Stephen J. Thoma & Andrea L. Glenn - forthcoming - Journal of Experimental Education.
    We developed and tested a behavioral version of the Defining Issues Test-1 revised (DIT-1r), which is a measure of the development of moral judgment. We conducted a behavioral experiment using the behavioral Defining Issues Test (bDIT) to examine the relationship between participants’ moral developmental status, moral competence, and reaction time when making moral judgments. We found that when the judgments were made based on the preferred moral schema, the reaction time for moral judgments was significantly moderated by the moral (...)
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  13. Developmental phenotypic plasticity: where internal programming meets the external environment.Massimo Pigliucci - 1998 - Current Biology 1:87-91.
    Developmental plasticity as the nexus between genetics and ecology.
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  14. The Encoding of Spatial Information During Small-Set Enumeration.Harry Haladjian, Manish Singh, Zenon Pylyshyn & Randy Gallistel - 2010 - In S. Ohlsson & R. Catrambone (eds.), Proceedings of the 32nd Annual Conference of the Cognitive Science Society. Cognitive Science Society.
    Using a novel enumeration task, we examined the encoding of spatial information during subitizing. Observers were shown masked presentations of randomly-placed discs on a screen and were required to mark the perceived locations of these discs on a subsequent blank screen. This provided a measure of recall for object locations and an indirect measure of display numerosity. Observers were tested on three stimulus durations and eight numerosities. Enumeration performance was high for displays containing up to six discs—a higher subitizing (...)
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  15. Developmental Reaction Norms: the interactions among allometry, ontogeny and plasticity.Massimo Pigliucci, Carl Schlichting, Cynthia Jones & Kurt Schwenk - 1996 - Plant Species Biology 11:69-85.
    How micro- and macroevolutionary evolutionary processes produce phenotypic change is without question one of the most intriguing and perplexing issues facing evolutionary biologists. We believe that roadblocks to progress lie A) in the underestimation of the role of the environment, and in particular, that of the interaction of genotypes with environmental factors, and B) in the continuing lack of incorporation of development into the evolutionary synthesis. We propose the integration of genetic, environmental and developmental perspectives on the evolution of (...)
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  16. Developmental Democracy in Africa: A Review.Samuel Akpan Bassey & Mfonobong David Udoudom - 2018 - OmniScience: A Multi-Disciplinary Journal 8 (2):1-9.
    Democracy is one of the virtues we ache for, as many now observe an undemocratic society as a savage society. Richard L. Sklar built up a hypothesis called developmental democracy in which he opines that democracy will essentially prompts the improvement of African people and states. For the most part, there has been contention whether development precedes democracy or rather democracy helps development, which is very much unclear. Regardless of the answer, since the prodemocracy charges hit Africa since 1990s, (...)
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  17. Embryology, Developmental Biology, Evo-Devo.Bhakti Madhava Puri - 2013 - The Harmonizer.
    The study of organisms within the range of their existence from fertilization to birth is referred to as embryology. The process of progressive change during that period is called development. That development does not stop at birth but continues on throughout the entire life-span of the organism as the process of growth and decay — catabolism, anabolism, and metabolism. The study of this entire range of life has recently become known as developmental biology. The belief that the development from (...)
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  18. Developmental phenotypic plasticity: where ecology and evolution meet molecular biology.Hilary S. Callahan, Massimo Pigliucci & Carl D. Schlichting - 1997 - Bioessays 19 (6):519-525.
    An exploration of the nexus between ecology, evolutionary biology and molecular biology, via the concept of phenotypic plasticity.
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  19. Evolutionary Developmental Biology Meets Levels of Selection: Modular Integration or Competition, or Both?Rasmus Grønfeldt Winther - 2005 - In Werner Callebaut & Diego Rasskin-Gutman (eds.), Modularity. Understanding the Development and Evolution of Natural Complex Systems. MIT Press.
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  20. Classifying emotion: A developmental account.Alexandra Zinck & Albert Newen - 2008 - Synthese 161 (1):1 - 25.
    The aim of this paper is to propose a systematic classification of emotions which can also characterize their nature. The first challenge we address is the submission of clear criteria for a theory of emotions that determine which mental phenomena are emotions and which are not. We suggest that emotions as a subclass of mental states are determined by their functional roles. The second and main challenge is the presentation of a classification and theory of emotions that can account for (...)
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  21. The developmental origin of metacognition.Ingar Brinck & Rikard Liljenfors - 2013 - Infant and Child Development 22:85-101.
    We explain metacognition as a management of cognitive resources that does not necessitate algorithmic strategies or metarepresentation. When pragmatic, world-directed actions cannot reduce the distance to the goal, agents engage in epistemic action directed at cognition. Such actions often are physical and involve other people, and so are open to observation. Taking a dynamic systems approach to development, we suggest that implicit and perceptual metacognition emerges from dyadic reciprocal interaction. Early intersubjectivity allows infants to internalize and construct rudimentary strategies for (...)
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  22. Why Desire Reasoning is Developmentally Prior to Belief Reasoning.Asbjørn Steglich-Petersen & John Michael - 2015 - Mind and Language 30 (5):526-549.
    The predominant view in developmental psychology is that young children are able to reason with the concept of desire prior to being able to reason with the concept of belief. We propose an explanation of this phenomenon that focuses on the cognitive tasks that competence with the belief and desire concepts enable young children to perform. We show that cognitive tasks that are typically considered fundamental to our competence with the belief and desire concepts can be performed with the (...)
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  23.  55
    Captioning Deep Learning Based Encoder-Decoder through Long Short-Term Memory (LSTM).Grimsby Chelsea - forthcoming - International Journal of Scientific Innovation.
    This work demonstrates the implementation and use of an encoder-decoder model to perform a many-to-many mapping of video data to text captions. The many-to-many mapping occurs via an input temporal sequence of video frames to an output sequence of words to form a caption sentence. Data preprocessing, model construction, and model training are discussed. Caption correctness is evaluated using 2-gram BLEU scores across the different splits of the dataset. Specific examples of output captions were shown to demonstrate model generality over (...)
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  24. Preserving Electronically Encoded Evidence.E. Davis Robert - 2009 - ISACA Journal 1:1-2.
    Seeking to preserve electronically encoded evidence implies that an incident or event has occurred requiring fact extrapolation for presentation, as proof of an irregularity or illegal act. Whether target data are in transit or at rest, it is critical that measures be in place to prevent the sought information from being destroyed, corrupted or becoming unavailable for forensic investigation.
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  25. Color perception and neural encoding: Does metameric matching entail a loss of information?Gary Hatfield - 1992 - In David Hull & Mickey Forbes (eds.), PSA 1992: Proceedings of the Biennial Meeting of the Philosophy of Science Association, Volume One: Contributed Papers. Philosophy of Science Association. pp. 492-504.
    It seems intuitively obvious that metameric matching of color samples entails a loss of information, for spectrophotometrically diverse materials appear the same. This intuition implicitly relies on a conception of the function of color vision and on a related conception of how color samples should be individuated. It assumes that the function of color vision is to distinguish among spectral energy distributions, and that color samples should be individuated by their physical properties. I challenge these assumptions by articulating a different (...)
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  26. Developmental Biology as a Science of Dependent Co-origination.Scott Gilbert - manuscript
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  27. Mendel on Developmental Information.Yafeng Shan - 2021 - In Chris Meyns (ed.), Information and the History of Philosophy. London: Routledge. pp. 262-280.
    It has been widely received that one of Gregor Mendel’s most important contributions to the history of genetics is his novel work on developmental information (for example, the proposal of the famous Mendelian ratios like 1:2:1, 3:1, and 9:3:3:1). This view is well evidenced by the fact that much of early Mendelians’ work in the 1900s focuses on the retrodiction (viz. the re-analysis of the pre-exist data with Mendel’s approach). However, there is no consensus on what Mendel meant by (...)
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  28. Language as Encoding Thought vs. Language as Medium of Thought.David Vessey - 2006 - Idealistic Studies 36 (3):219-234.
    In this paper I take up the question of the possible influence of J. G. Fichte on Wilhelm von Humboldt’s theory of language. I first argue that the historical record is unclear, but show that there is a deep philosophical difference between the two views and, as a result of this difference, we should conclude that the influence was small. Drawing on a distinction made by Michael Dummett, I show that Fichte understands language as encoding thought while Humboldt understands (...)
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  29. Developmental Social Work in Disability Issues: Research and Practice for Promoting Participation in Rural Sri Lanka.Masateru Higashida - 2019 - Ashoka Disability Research Forum.
    In this ambitious book composed of the author’s published articles, he develops practical and theoretical frameworks for social work in disability issues. He explores practical strategies for promoting social and economic participation of disabled people from the perspective of developmental social work, whilst examining the situation of their socioeconomic participation in rural Sri Lanka. Based on these theoretical and practical frameworks, together with policy analysis of community-based rehabilitation (CBR), the field research was undertaken collaboratively with local stakeholders in three (...)
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  30. Aristotle on constitutive, developmental, and resultant moral luck.Nafsika Athanassoulis - 2019 - In Ian M. Church & Robert J. Hartman (eds.), The Routledge Handbook of the Philosophy and Psychology of Luck. Abington: Routledge. pp. 13-24.
    This chapter offers a definition of luck from Aristotle's Physics, considers how this definition of luck from the Physics relates to Aristotle's treatment of luck in his works on ethics and the good life, as well as how it compares with the modern understanding of moral luck.
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  31. Psychopathic Personalities and Developmental Systems.Hane Htut Maung - 2021 - Philosophical Psychology 34 (4):502-528.
    Is psychopathy born or made? Contemporary psychopathy research shows that there is much wrong with this question. It is increasingly accepted that the development of psychopathy is dependent on multiple causal factors interacting with one another. However, there remains the major theoretical challenge of understanding the relations between these multiple causal factors in the developmental process. In this paper, I argue that the conventional picture of gene-environment interactionism does not offer an adequate account of psychopathy development. Instead, I propose (...)
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  32. Developmental theism: From pure will to unbounded love – by Peter Forrest. [REVIEW]Graham Oppy - 2008 - Dialectica 62 (4):549-553.
    Review of Peter Forrest's "Development Theism".
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  33. An enactive-developmental systems framing of cognizing systems.Amanda Corris - 2022 - Biology and Philosophy 37 (4):1-21.
    Organisms live not as discrete entities on which an independent environment acts, but as members of a reproductive lineage in an ongoing series of interactions between that lineage and a dynamic ecological niche. These interactions continuously shape both systems in a reciprocal manner, resulting in the emergence of reliably co-occurring configurations within and between both systems. The enactive approach to cognition describes this relationship as the structural coupling between an organism and its environment; similarly, Developmental Systems Theory emphasizes the (...)
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  34. Group Cognition, Developmental Psychology and Aesthetics.Matthew Crippen - 2017 - Pragmatism Today 8:185-197.
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  35. The proximate–ultimate distinction and evolutionary developmental biology: causal irrelevance versus explanatory abstraction.Massimo Pigliucci & Raphael Scholl - 2015 - Biology and Philosophy 30 (5):653-670.
    Mayr’s proximate–ultimate distinction has received renewed interest in recent years. Here we discuss its role in arguments about the relevance of developmental to evolutionary biology. We show that two recent critiques of the proximate–ultimate distinction fail to explain why developmental processes in particular should be of interest to evolutionary biologists. We trace these failures to a common problem: both critiques take the proximate–ultimate distinction to neglect specific causal interactions in nature. We argue that this is implausible, and that (...)
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  36. A Third Way to the Selected Effect/Causal Role Distinction in the Great Encode Debate.Ehud Lamm & Sophie Veigl - 2023 - Theoretical Biology Forum 2023 (1-2):53-74.
    Since the ENCODE project published its final results in a series of articles in 2012, there is no consensus on what its implications are. ENCODE’s central and most controversial claim was that there is essentially no junk DNA: most sections of the human genome believed to be «junk» are functional. This claim was met with many reservations. If researchers disagree about whether there is junk DNA, they have first to agree on a concept of function and how function, given a (...)
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  37. How development changes evolution: Conceptual and historical issues in evolutionary developmental biology.Stavros Ioannidis - 2008 - Biology and Philosophy 23 (4):567-578.
    Evolutionary developmental biology (Evo-Devo) is a new and rapidly developing field of biology which focuses on questions in the intersection of evolution and development and has been seen by many as a potential synthesis of these two fields. This synthesis is the topic of the books reviewed here. Integrating Evolution and Development (edited by Roger Sansom and Robert Brandon), is a collection of papers on conceptual issues in Evo-Devo, while From Embryology to Evo-Devo (edited by Manfred Laubichler and Jane (...)
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  38. Towards the developmental pathway of face perception abilities in the human brain.Simon van Rysewyk - 2010 - In A. Freitas-Magalhães (ed.), ‘Emotional Expression: The Brain and the Face’ (V. II, Second Series). University of Fernando Pessoa Press. pp. 111-131.
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  39.  53
    Genetic Causal Beliefs and Developmental Context: Parents’ Beliefs Predict Psychologically Controlling Approaches to Parenting.Matt Stichter, Tristin Nyman, Grace Rivera, Joseph Maffly-Kipp, Rebecca Brooker & Matthew Vess - 2022 - Journal of Social and Personal Relationships 39 (11):3487-3505.
    We examined the association of parents’ genetic causal beliefs and parenting behaviors, hypothesizing a positive association between parents’ genetic causal beliefs and their use of psychological control. Study 1 (N = 394) was a cross-sectional survey and revealed that parents’ genetic essentialism beliefs were positively associated with their self-reported use of harsh psychological control, but only for parents who reported relatively high levels of problem behaviors in their children. Study 2 (N = 293) employed a 4-day longitudinal design and revealed (...)
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  40. The neural, evolutionary, developmental, and bodily basis of metaphor.Jay Seitz - 2005 - New Ideas in Psychology 23 (2):74-95.
    We propose that there are four fundamental kinds of metaphor that are uniquely mapped onto specific brain ‘‘networks’’ and present preliterate (i.e., evolutionary, including before the appearance of written language in the historical record), prelinguistic (i.e., developmental, before the appearance of speech in human development), and extralinguistic (i.e., neuropsychological, cognitive) evidence supportive of this view. We contend that these basic metaphors are largely nonconceptual and entail (a) perceptual–perceptual, (b) cross-modal, (c) movement–movement, and (d) perceptual-affective mappings that, at least, in (...)
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  41. NEW PRINCIPLE FOR ENCODING INFORMATION TO CREATE SUBJECTIVE REALITY IN ARTIFICIAL NEURAL NETWORKS.Alexey Bakhirev - manuscript
    The paper outlines an analysis of two types of information - ordinary and subjective, consideration is given to the difference between the concepts of intelligence and perceiving mind. It also provides description of some logical functional features of consciousness. A technical approach is proposed to technical obtaining of subjective information by changing the signal’s time degree of freedom to the spatial one in order to obtain the "observer" function in the system and information signals appearing in relation to it, that (...)
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  42. Seeing and speaking: How verbal 'description length' encodes visual complexity.Zekun Sun & Chaz Firestone - 2021 - Journal of Experimental Psychology: General (1):82-96.
    What is the relationship between complexity in the world and complexity in the mind? Intuitively, increasingly complex objects and events should give rise to increasingly complex mental representations (or perhaps a plateau in complexity after a certain point). However, a counterintuitive possibility with roots in information theory is an inverted U-shaped relationship between the “objective” complexity of some stimulus and the complexity of its mental representation, because excessively complex patterns might be characterized by surprisingly short computational descriptions (e.g., if they (...)
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  43. The Transformation of Emotion: First and Third Person Perspectives in Developmental Context.Brandon Yip - 2021 - Australasian Philosophical Review 5 (4):389-395.
    Shun argues that the distinction made between emotions experienced from the first-person perspective and those from the third-person perspective does not capture our everyday emotional experience. My proposal is that even if we accept this claim, first- and third-person perspective taking is still crucial in the development of our emotional psychology. This is so in two respects. First, the features of intimacy and impartiality that mark adult emotional response are a product of a developmental process that involves perspective taking. (...)
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  44. Iconicity in the lab: a review of behavioral, developmental, and neuroimaging research into sound-symbolism.Gwilym Lockwood & Mark Dingemanse - 2015 - Frontiers in Psychology 6:1-14.
    This review covers experimental approaches to sound-symbolism—from infants to adults, and from Sapir’s foundational studies to twenty-first century product naming. It synthesizes recent behavioral, developmental, and neuroimaging work into a systematic overview of the cross-modal correspondences that underpin iconic links between form and meaning. It also identifies open questions and opportunities, showing how the future course of experimental iconicity research can benefit from an integrated interdisciplinary perspective. Combining insights from psychology and neuroscience with evidence from natural languages provides us (...)
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  45. Ernst Mally’s Anticipation of Encoding.Bernard Linsky - 2014 - Journal for the History of Analytical Philosophy 2 (5).
    Ernst Mally’s Gegenstandstheoretische Grundlagen der Logik und Logistik (1912) proposes that the abstract object “the circle” does not satisfy the properties of circles, but instead “determines” the class of circles. In this he anticipates the notion of “encoding” that Edward Zalta proposes for his theory of Abstract Objects. It is argued that Mally did anticipate the notion of “encoding”, but sees it as a way of taking the concept as the subject of a proposition, rather than as a (...)
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  46. Managers’ Citizenship Behaviors for the Environment: A Developmental Perspective.Olivier Boiral, Nicolas Raineri & David Talbot - 2018 - Journal of Business Ethics 149 (2):395-409.
    The objective of this longitudinal study is to analyze the intrinsic drivers and values underlying managers’ organizational citizenship behaviors for the environment from a developmental psychology perspective based on measuring the stages of consciousness that shape the meaning-making systems of individuals. At time 1, the stages of consciousness of 138 managers were qualitatively assessed using the Leader Development Profile test. At time 2, a quantitative survey measured the environmental beliefs and OCBEs of these managers. The links between stages of (...)
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  47. The Priority of Intentional Action: From Developmental to Conceptual Priority.Yair Levy - forthcoming - The Philosophical Quarterly.
    Philosophical orthodoxy has it that intentional action consists in one’s intention appropriately causing a motion of one’s body, placing the latter as (conceptually and/or metaphysically) prior to the former. Here I argue that this standard schema should be reversed: acting intentionally is at least conceptually prior to intending. The argument is modelled on a Williamsonian argument for the priority of knowledge developed by Jenifer Nagel. She argues that children acquire the concept KNOWS before they acquire BELIEVES, building on this alleged (...)
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  48.  40
    Deep Learning Based Video Captioning through Encoder-Decoder Based Long Short-Term Memory (LSTM).Grimsby Chelsea - forthcoming - International Journal of Advanced Computer Science and Applications:1-6.
    This work demonstrates the implementation and use of an encoder-decoder model to perform a many-to-many mapping of video data to text captions. The many-to-many mapping occurs via an input temporal sequence of video frames to an output sequence of words to form a caption sentence. Data preprocessing, model construction, and model training are discussed. Caption correctness is evaluated using 2-gram BLEU scores across the different splits of the dataset. Specific examples of output captions were shown to demonstrate model generality over (...)
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  49.  24
    Deep Learning Based Video Captioning through Encoder-Decoder Based Long Short-Term Memory (LSTM).Grimsby Chelsea - forthcoming - International Journal of Advance Computer Science and Application.
    This work demonstrates the implementation and use of an encoder-decoder model to perform a many-to-many mapping of video data to text captions. The many-to-many mapping occurs via an input temporal sequence of video frames to an output sequence of words to form a caption sentence. Data preprocessing, model construction, and model training are discussed. Caption correctness is evaluated using 2-gram BLEU scores across the different splits of the dataset. Specific examples of output captions were shown to demonstrate model generality over (...)
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  50. Sextus Empiricus on Isotheneia_ and _Epoche: A Developmental Model.Roger Eichorn - 2020 - Sképsis: Revista de Filosofia 21 (11):188-209.
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