Précis of Beyond modularity: A developmental perspective on cognitive science

Abstract Beyond modularity attempts a synthesis of Fodor's anticonstructivist nativism and Piaget's antinativist constructivism. Contra Fodor, I argue that: (1) the study of cognitive development is essential to cognitive science, (2) the module/central processing dichotomy is too rigid, and (3) the mind does not begin with prespecified modules; rather, development involves a gradual process of “modularization.” Contra Piaget, I argue that: (1) development rarely involves stagelike domain-general change and (2) domainspecific predispositions give development a small but significant kickstart by focusing the infant's attention on proprietary inputs. Development does not stop at efficient learning. A fundamental aspect of human development (“representational redescription”) is the hypothesized process by which information that is in a cognitive system becomes progressively explicit knowledge to that system. Development thus involves two complementary processes of progressive modularization and progressive “explicitation.” Empirical findings on the child as linguist, physicist, mathematician, psychologist, and notator are discussed in support of the theoretical framework. Each chapter concentrates first on the initial state of the infant mind/brain and on subsequent domain-specific learning in infancy and early childhood. It then goes on to explore data on older children's problem solving and theory building, with particular focus on evolving cognitive flexibility. Emphasis is placed throughout on the status of representations underlying different capacities and on the multiple levels at which knowledge is stored and accessible. Finally, consideration is given to the need for more formal developmental models, and a comparison is made between representational redescription and connectionist simulations of development. In conclusion, I consider what is special about human cognition by speculating on the status of representations underlying the structure of behavior in other species.

[1]  Z. Kuo Giving up Instincts in Psychology , 1921 .

[2]  Z. Kuo,et al.  A psychology without heredity. , 1924 .

[3]  L. Carmichael Heredity and environment: are they antithetical? , 1925 .

[4]  K. Lewin,et al.  Untersuchungen zur Handlungs- und Affektpsychologie , 1927 .

[5]  Jean Piaget,et al.  La representation du monde chez l'enfant , 1928 .

[6]  C. Jung,et al.  Contributions to Analytical Psychology , 2006, Nature.

[7]  D. Lehrman,et al.  A Critique of Konrad Lorenz's Theory of Instinctive Behavior , 1953, The Quarterly Review of Biology.

[8]  J. Piaget,et al.  The Child's Conception of Number , 1953 .

[9]  J. Piaget The child's construction of reality , 1954 .

[10]  K. Popper,et al.  Conjectures and Refutations , 1963 .

[11]  J. Bruner Toward a Theory of Instruction , 1966 .

[12]  L. Hudson Frames of Mind: Ability, Perception and Self-Perception in the Arts and Sciences , 1970 .

[13]  D. Hubel,et al.  The period of susceptibility to the physiological effects of unilateral eye closure in kittens , 1970, The Journal of physiology.

[14]  Jean Piaget,et al.  Psychologie et épistémologie , 1970 .

[15]  C. Read Pre-School Children's Knowledge of English Phonology. , 1971 .

[16]  P. Zelazo,et al.  "Walking" in the Newborn , 1972, Science.

[17]  Hide Ishiguro,et al.  Leibniz's Philosophy of Logic and Language , 1972 .

[18]  E. Rosch,et al.  Family resemblances: Studies in the internal structure of categories , 1975, Cognitive Psychology.

[19]  J. Fodor,et al.  The Language of Thought , 1980 .

[20]  D. Premack,et al.  Putting a face together. , 1975, Science.

[21]  Gilbert Gottlieb,et al.  The Roles of Experience in the Development of Behavior and the Nervous System , 1976 .

[22]  J. Macnamara Stomachs assimilate and accommodate, don't they? , 1976 .

[23]  C. Gallistel,et al.  The Child's Understanding of Number , 1979 .

[24]  D. Premack,et al.  Does the chimpanzee have a theory of mind? , 1978, Behavioral and Brain Sciences.

[25]  Charles J. Brainerd,et al.  The stage question in cognitive-developmental theory , 1978, Behavioral and Brain Sciences.

[26]  J. Piaget Success and Understanding , 1978 .

[27]  Mark H. Bickhard,et al.  The Nature of Developmental Stages , 1978 .

[28]  Annette Karmiloff-Smith,et al.  A Functional Approach to Child Language: A Study of Determiners and Reference , 1979 .

[29]  Annette Karmiloff-Smith,et al.  Micro- and Macrodevelopmental Changes in Language Acquisition and Other Representational Systems , 1979, Cogn. Sci..

[30]  Massimo Piattelli-Palmarini,et al.  Language and Learning: The Debate Between Jean Piaget and Noam Chomsky , 1980 .

[31]  Avron Barr,et al.  Representation of Knowledge , 1980 .

[32]  Fred I. Dretske The Intentionality of Cognitive States , 1980 .

[33]  Philip Klahr,et al.  Advice-Taking and Knowledge Refinement: An Iterative View of Skill Acquisition , 1980 .

[34]  Kenneth Wexler,et al.  Formal Principles of Language Acquisition , 1980 .

[35]  John R. Anderson Cognitive Psychology and Its Implications , 1980 .

[36]  H. Maturana,et al.  Autopoiesis and Cognition : The Realization of the Living (Boston Studies in the Philosophy of Scie , 1980 .

[37]  J. Fodor Methodological solipsism considered as a research strategy in cognitive psychology , 1980, Behavioral and Brain Sciences.

[38]  H. Maturana,et al.  Autopoiesis and Cognition , 1980 .

[39]  Mark H. Bickhard,et al.  Cognition, convention, and communication , 1980 .

[40]  William P. Alston,et al.  Knowledge and the Flow of Information , 1985 .

[41]  Noam Chomsky,et al.  Rules and representations , 1980, Behavioral and Brain Sciences.

[42]  Noam Chomsky,et al.  Lectures on Government and Binding , 1981 .

[43]  Annette Karmiloff-Smith,et al.  Getting developmental differences or studying child development? , 1981, Cognition.

[44]  G. Gottlieb 1 – Roles of Early Experience in Species-Specific Perceptual Development , 1981 .

[45]  Allen Newell,et al.  The Knowledge Level , 1989, Artif. Intell..

[46]  Graeme S. Halford,et al.  The Development of Thought , 1982 .

[47]  E. Phelps,et al.  The development of problem-solving strategies. , 1982, Advances in child development and behavior.

[48]  G. McCulloch,et al.  The Varieties of Reference. , 1984 .

[49]  John R. Anderson Acquisition of cognitive skill. , 1982 .

[50]  Robert S. Siegler,et al.  The Development of Numerical Understandings , 1982 .

[51]  Sharon Lee Armstrong,et al.  What some concepts might not be , 1983, Cognition.

[52]  E. Tulving Elements of episodic memory , 1983 .

[53]  J. Searle Intentionality: Name index , 1983 .

[54]  S. Stich From folk psychology to cognitive science , 1983 .

[55]  E. Gibson,et al.  The development of perception , 1983 .

[56]  John Heil,et al.  Perception and cognition , 1983 .

[57]  R. Church,et al.  A mode control model of counting and timing processes. , 1983, Journal of experimental psychology. Animal behavior processes.

[58]  J. Fodor The Modularity of mind. An essay on faculty psychology , 1986 .

[59]  E. Gibson,et al.  On the Nature of Representation: A Case Study of James Gibson's Theory of Perception , 1983 .

[60]  Annette Karmiloff Smith A new abstract code or the new possibility of multiple codes? , 1983, Behavioral and Brain Sciences.

[61]  D. Gentner Structure‐Mapping: A Theoretical Framework for Analogy* , 1983 .

[62]  J. Marshall Multiple perspectives on modularity , 1984, Cognition.

[63]  S. Pinker,et al.  Visual cognition : An introduction * , 1989 .

[64]  S. Kosslyn,et al.  Representation without symbol systems , 1984 .

[65]  Masao Ito The Cerebellum And Neural Control , 1984 .

[66]  Annette Karmiloff-Smith,et al.  Children's problem solving , 1984 .

[67]  Marc H. Bornstein,et al.  Developmental psychology : an advanced textbook , 1984 .

[68]  Steven Pinker,et al.  Language learnability and language development , 1985 .

[69]  J. Fodor Précis of The Modularity of Mind , 1985, Behavioral and Brain Sciences.

[70]  Robbie Case,et al.  Intellectual development : birth to adulthood , 1985 .

[71]  E. Tulving Memory and consciousness. , 1985 .

[72]  D. Premack “Gavagai!” or the future history of the animal language controversy , 1985, Cognition.

[73]  Jerry A. Fodor,et al.  Fodor's guide to mental representation: the intelligent auntie's Vade-Mecum , 1993 .

[74]  J. Changeux Neuronal man : the biology of mind , 1985 .

[75]  S. Carey Conceptual Change in Childhood , 1985 .

[76]  E. Spelke,et al.  Object perception and object-directed reaching in infancy. , 1985, Journal of experimental psychology. General.

[77]  D. Frost,et al.  Induction of functional retinal projections to the somatosensory system , 1985, Nature.

[78]  C. Read,et al.  The ability to manipulate speech sounds depends on knowing alphabetic writing , 1986, Cognition.

[79]  N. O’connor,et al.  Idiot savant calendrical calculators: rules and regularities , 1986, Psychological Medicine.

[80]  P. Bertelson,et al.  Literacy training and speech segmentation , 1986, Cognition.

[81]  D. Sperber,et al.  Relevance: Communication and Cognition , 1997 .

[82]  Mark H. Bickhard,et al.  Knowing Levels and Developmental Stages , 1986 .

[83]  K. Nelson,et al.  Event knowledge : structure and function in development , 1986 .

[84]  S. Goldin-Meadow,et al.  The mismatch between gesture and speech as an index of transitional knowledge , 1986, Cognition.

[85]  James L. McClelland,et al.  A distributed model of human learning and memory , 1986 .

[86]  K. Sayre Intentionality and information processing: An alternative model for cognitive science , 1986, Behavioral and Brain Sciences.

[87]  Theoretical Implications Of the Hyperlexia Syndrome: Two New Italian Cases , 1986, Cortex.

[88]  Paul van Geert,et al.  Theory building in developmental psychology , 1986 .

[89]  R. Baillargeon Representing the existence and the location of hidden objects: Object permanence in 6- and 8-month-old infants , 1986, Cognition.

[90]  Geoffrey E. Hinton,et al.  Schemata and Sequential Thought Processes in PDP Models , 1986 .

[91]  A. Karmiloff-Smith From meta-processes to conscious access: Evidence from children's metalinguistic and repair data , 1986, Cognition.

[92]  H. Wimmer,et al.  Ignorance versus false belief: a developmental lag in attribution of epistemic states , 1986 .

[93]  James L. McClelland,et al.  Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .

[94]  Bartlett W. Mel MURPHY: A Robot that Learns by Doing , 1987, NIPS.

[95]  A. Leslie Pretense and representation: The origins of "theory of mind." , 1987 .

[96]  L Weiskrantz,et al.  Neuroanatomy of memory and amnesia: a case for multiple memory systems. , 1987, Human neurobiology.

[97]  W. Greenough,et al.  Experience and brain development. , 1987, Child development.

[98]  Timothy D. Johnston,et al.  The persistence of dichotomies in the study of behavioral development , 1987 .

[99]  Noam Chomsky Language and Problems of Knowledge , 1987 .

[100]  Jerome S. Bruner,et al.  Making sense: The child's construction of the world , 1987 .

[101]  Herbert A. Simon,et al.  Scientific discovery: compulalional explorations of the creative process , 1987 .

[102]  U. Bellugi,et al.  What the hands reveal about the brain , 1987 .

[103]  P. Langley,et al.  Production system models of learning and development , 1987 .

[104]  Rutkowska Jc,et al.  Perception, action and representation in infancy : a computational approach. , 1987 .

[105]  D. Sperber,et al.  Précis of Relevance: Communication and Cognition , 1987 .

[106]  H. Wimmer,et al.  Three-year-olds' difficulty with false belief: The case for a conceptual deficit , 1987 .

[107]  W. Schneider Connectionism: Is it a paradigm shift for psychology? , 1987 .

[108]  T. Shallice From Neuropsychology to Mental Structure: Converging Operations: Specific Syndromes and Evidence from Normal Subjects , 1988 .

[109]  C. Cepko,et al.  Clonally related cortical cells show several migration patterns. , 1988, Science.

[110]  David Klahr,et al.  Dual Space Search During Scientific Reasoning , 1988, Cogn. Sci..

[111]  Susan Carey,et al.  Conceptual Differences Between Children and Adults , 1988 .

[112]  M. Sur,et al.  Experimentally induced visual projections into auditory thalamus and cortex. , 1988, Science.

[113]  Terrence J. Sejnowski,et al.  NETtalk: a parallel network that learns to read aloud , 1988 .

[114]  J. Fodor,et al.  Connectionism and cognitive architecture: A critical analysis , 1988, Cognition.

[115]  H. Davis,et al.  Numerical competence in animals: Definitional issues, current evidence, and a new research agenda , 1988, Behavioral and Brain Sciences.

[116]  Ursula Bellugi,et al.  Dissociation between language and cognitive functions in Williams syndrome , 1988 .

[117]  P. Smolensky On the proper treatment of connectionism , 1988, Behavioral and Brain Sciences.

[118]  Stellan Ohlsson,et al.  An Information Processing Analysis of the Function of Conceptual Understanding in the Learning of Arithmetic Procedures. , 1988 .

[119]  J. Mandler How to build a baby: On the development of an accessible representational system☆ , 1988 .

[120]  D. Bishop,et al.  Language development in exceptional circumstances , 1988 .

[121]  Noam Chomsky Knowledge of language: its nature, origin, and use , 1988 .

[122]  David Klahr,et al.  Information Processing Approaches to Cognitive Development , 1988 .

[123]  D. Kuhn,et al.  The development of scientific thinking skills , 1988 .

[124]  W. Fifer,et al.  Auditory experience in the fetus. , 1988 .

[125]  Monologue as the linguistic construction of self in time. , 1989 .

[126]  H. Ellis The distinction between object recognition and picture recognition , 1989, Behavioral and Brain Sciences.

[127]  M. Piattelli-Palmarini Evolution, selection and cognition: From “learning” to parameter setting in biology and in the study of language , 1989, Cognition.

[128]  W. Freeman Second Commentary: On the proper treatment of connectionism by Paul Smolensky (1988) - Neuromachismo Rekindled , 1989 .

[129]  N O'Connor,et al.  Intelligence and musical improvisation , 1989, Psychological Medicine.

[130]  F. Keil Concepts, Kinds, and Cognitive Development , 1989 .

[131]  Christian Lebiere,et al.  The Cascade-Correlation Learning Architecture , 1989, NIPS.

[132]  Neil Smith,et al.  The Twitter Machine: Reflections on Language , 1989 .

[133]  U. Frith Autism: Explaining the Enigma , 2005 .

[134]  Andy Clark,et al.  Microcognition: Philosophy, Cognitive Science, and Parallel Distributed Processing , 1989 .

[135]  James P. Byrnes,et al.  Young children's comprehension of modal expressions , 1989 .

[136]  Michael C. Mozer,et al.  Using Relevance to Reduce Network Size Automatically , 1989 .

[137]  Stevan Harnad,et al.  Symbol grounding problem , 1990, Scholarpedia.

[138]  Chien Yu-Chin,et al.  Children's Knowledge of Locality Conditions in Binding as Evidence for the Modularity of Syntax and Pragmatics , 1990 .

[139]  S. R. Robinson,et al.  Behavior of the Fetus , 1990 .

[140]  G. Edelman,et al.  Signal and sense : local and global order in perceptual maps , 1990 .

[141]  H. F. Nijhout,et al.  Metaphors and the role of genes in development. , 1990, BioEssays : news and reviews in molecular, cellular and developmental biology.

[142]  Pattie Maes,et al.  Designing autonomous agents: Theory and practice from biology to engineering and back , 1990, Robotics Auton. Syst..

[143]  J. Grimshaw,et al.  Knowledge and Obedience: The Developmental Status of the Binding Theory , 1990 .

[144]  A. Diamond Developmental Time Course in Human Infants and Infant Monkeys, and the Neural Bases of, Inhibitory Control in Reaching a , 1990, Annals of the New York Academy of Sciences.

[145]  Elizabeth S. Spelke,et al.  Principles of Object Perception , 1990, Cogn. Sci..

[146]  A. Meltzoff Towards a Developmental Cognitive Science , 1990, Annals of the New York Academy of Sciences.

[147]  R. Gelman First Principles Organize Attention to and Learning About Relevant Data: Number and the Animate‐Inanimate Distinction as Examples , 1990 .

[148]  Mark H. Johnson Cortical Maturation and the Development of Visual Attention in Early Infancy , 1990, Journal of Cognitive Neuroscience.

[149]  Rochel Gelman,et al.  Structural Constraints on Cognitive Development: Introduction to a Special Issue of Cognitive Science , 1990, Cogn. Sci..

[150]  R. Baillargeon,et al.  Is the Top Object Adequately Supported by the Bottom Object? Young Infants' Understanding of Support Relations , 1990 .

[151]  Adèle,et al.  The Development and Neural Bases of Higher Cognitive Functions. A conference. May 20-24, 1989, Philadelphia, Pa. , 1990, Annals of the New York Academy of Sciences.

[152]  A. Newell Unified Theories of Cognition , 1990 .

[153]  Jeffrey L. Elman,et al.  Finding Structure in Time , 1990, Cogn. Sci..

[154]  Karen Wynn,et al.  Children's understanding of counting , 1990, Cognition.

[155]  M. Sur,et al.  Cross-modal plasticity in cortical development: differentiation and specification of sensory neocortex , 1990, Trends in Neurosciences.

[156]  Olaf Sporns,et al.  Synthetic neural modeling: the 'Darwin' series of recognition automata , 1990, Proc. IEEE.

[157]  Richard S. Sutton,et al.  Neural networks for control , 1990 .

[158]  K. Nelson Narratives from the crib , 1990 .

[159]  H. Heckhausen,et al.  Intentional action and action slips. , 1990 .

[160]  L. Maffei,et al.  Correlation in the discharges of neighboring rat retinal ganglion cells during prenatal life. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[161]  C. Dent,et al.  An ecological approach to language development: an alternative functionalism. , 1990, Developmental psychobiology.

[162]  L. Schauble,et al.  Belief revision in children: the role of prior knowledge and strategies for generating evidence. , 1990, Journal of experimental child psychology.

[163]  Martin Daves,et al.  Individualism and Perceptual Content , 1991 .

[164]  V. Marchman,et al.  U-shaped learning and frequency effects in a multi-layered perception: Implications for child language acquisition , 1991, Cognition.

[165]  D. Kuhn THE SKILLS OF ARGUMENT , 2008, Education for Thinking.

[166]  U. Frith,et al.  Autism and Asperger Syndrome , 1992 .

[167]  M. Doherty,et al.  Preschoolers' grasp of a desire for knowledge in false‐belief prediction: Practical intelligence and verbal report , 1991 .

[168]  M. Boden The creative mind : myths & mechanisms , 1991 .

[169]  J. J. Bolhuis,et al.  Imprinting, predispositions, and filial preference in the chick , 1991 .

[170]  E. Spelke Physical knowledge in infancy : Reflections on Piaget's theory , 1991 .

[171]  D. Baylor,et al.  Synchronous bursts of action potentials in ganglion cells of the developing mammalian retina. , 1991, Science.

[172]  Robert Dale,et al.  Proceedings of the Thirteenth Annual Conference of the Cognitive Science Society , 1991 .

[173]  William Bechtel,et al.  Connectionism and the mind: An introduction to parallel processing in networks , 1991 .

[174]  D. O'Leary,et al.  Potential of visual cortex to develop an array of functional units unique to somatosensory cortex , 1991, Science.

[175]  Philip David Zelazo,et al.  Age‐related Asynchrony of Knowledge and Action , 1991 .

[176]  Vasudevi Reddy,et al.  Playing with others' expectations: Teasing and mucking about in the first year. , 1991 .

[177]  Paul van Geert,et al.  A dynamic systems model of cognitive and language growth. , 1991 .

[178]  Lawrence Birnbaum,et al.  Machine learning : proceedings of the Eighth International Workshop (ML91) , 1991 .

[179]  Jean Vroomen,et al.  Phonological deficits: Beneath the surface of reading-acquisition problems , 1991, Psychological research.

[180]  Richard F. Cromer Language and Thought in Normal and Handicapped Children , 1991 .

[181]  M. Donald Origins of the Modern Mind: Three Stages in the Evolution of Culture and Cognition , 1993 .

[182]  U. Frith Asperger and his syndrome , 1991 .

[183]  Ianthi Maria Tsimpli,et al.  Linguistic modularity? A case study of a 'Savant' linguist* , 1991 .

[184]  Julie C. Rutkowska,et al.  Looking for‘Constraints’in Infants’Perceptual‐Cognitive Development , 1991 .

[185]  Mark H. Johnson,et al.  Biology and Cognitive Development: The Case of Face Recognition , 1993 .

[186]  Kevin Crowley,et al.  The microgenetic method. A direct means for studying cognitive development. , 1991, The American psychologist.

[187]  Robert Plomin,et al.  Brain maturation and cognitive development: Comparative and cross-cultural perspectives , 1991 .

[188]  David Kirsh,et al.  Today the Earwig, Tomorrow Man? , 1991, Artif. Intell..

[189]  Jeffrey L. Elman,et al.  Distributed Representations, Simple Recurrent Networks, and Grammatical Structure , 1991, Mach. Learn..

[190]  Thomas R. Shultz,et al.  Simulating Stages of Human Cognitive Development With Connectionist Models , 1991, ML.

[191]  G. Gergely Developmental reconstructions : infancy from the point of view of psychoanalysis and developmental psychology , 1992 .

[192]  J. Mandler How to build a baby: II. Conceptual primitives. , 1992, Psychological review.

[193]  E. P. Previde,et al.  The Mind of Organisms: Some Issues About Animal Cognition , 1992, International Journal of Comparative Psychology.

[194]  K. Wynn Children's acquisition of the number words and the counting system , 1992, Cognitive Psychology.

[195]  Noam Chomsky Some notes on economy of derivation and representation , 2013 .

[196]  K. Wynn Evidence against empiricist accounts of the origins of numerical knowledge , 1993 .

[197]  Annette Karmiloff-Smith,et al.  Nature, Nurture and PDP: Preposterous Developmental Postulates? , 1992 .

[198]  A. Gopnik,et al.  Why the Child's Theory of Mind Really Is a Theory , 1992 .

[199]  Michael Anderson Intelligence and Development: A Cognitive Theory , 1992 .

[200]  D. Povinelli,et al.  Young children's (Homo sapiens) understanding of knowledge formation in themselves and others. , 1992, Journal of comparative psychology.

[201]  R. Sternberg,et al.  Buy Low and Sell High: An Investment Approach to Creativity , 1992 .

[202]  R. Campbell A Shift in the Development of Natural-Kind Categories , 1992 .

[203]  R. L. Campbell,et al.  Types of constraints on development: An interactivist approach , 1992 .

[204]  R. L. Campbell,et al.  Clearing the ground: Foundational questions once again , 1992 .

[205]  Mark H. Bickhard,et al.  Some foundational questions concerning language studies: With a focus on categorial grammars and model-theoretic possible worlds semantics , 1992 .

[206]  G. Edelman,et al.  Synthetic neural modeling applied to a real-world artifact. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[207]  Alan M. Leslie,et al.  Pretense, Autism, and the Theory-of-Mind Module , 1992 .

[208]  J. Fodor A theory of the child's theory of mind , 1992, Cognition.

[209]  Origins of the Modern Mind by Merlin Donald, Harvard University Press, 1991. £22.24 (viii + 413 pages) ISBN 0 674 64483 2 , 1992, Trends in Neurosciences.

[210]  R. M. Siegel,et al.  Bright Air, Brilliant Fire: On the Matter of the Mind , 1992 .

[211]  Cecile McKee,et al.  A Comparison of Pronouns and Anaphors in Italian and English Acquisition , 1992 .

[212]  Annette Karmiloff-Smith,et al.  Can neural selectionism be applied to cognitive development and its disorders , 1992 .

[213]  C. Cepko,et al.  Widespread dispersion of neuronal clones across functional regions of the cerebral cortex. , 1992, Science.

[214]  K. Plunkett,et al.  Connectionism and developmental theory , 1992 .

[215]  Ianthi Maria Tsimpli,et al.  Functional categories and maturation : the prefunctional stage of language acquisition , 1992 .

[216]  M. Alibali,et al.  Transitions in concept acquisition: using the hand to read the mind. , 1993, Psychological review.

[217]  P. Dayan,et al.  A correlational model for the development of disparity selectivity in visual cortex that depends on prenatal and postnatal phases. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[218]  D. Barnes,et al.  Stimulus Equivalence and Connectionism: Implications for Behavior Analysis and Cognitive Science , 1993 .

[219]  Leslie Pack Kaelbling,et al.  Learning in embedded systems , 1993 .

[220]  Andy Clark,et al.  Associative Engines: Connectionism, Concepts, and Representational Change , 1993 .

[221]  Mark H. Johnson Brain development and cognition : a reader , 1993 .

[222]  M. Sur Cortical specification: microcircuits, perceptual identity, and an overall perspective. , 1993, Perspectives on developmental neurobiology.

[223]  The mind and its depths , 1993 .

[224]  A. Karmiloff-Smith,et al.  What's Special about the Development of the Human Mind/Brain? , 1993 .

[225]  Specificity of Practice Effects on Elementary Neuromotor Patterns , 1993 .

[226]  P. Bertelson,et al.  The effects of alphabetic-reading competence on language representation in bilingual Chinese subjects , 1993, Psychological Research.

[227]  T. Burge Individualism and psychology , 1993 .

[228]  G. Graham,et al.  Mind and mine , 1993 .

[229]  J. Rutkowska,et al.  The Computational Infant: Looking for Developmental Cognitive Science , 1993 .

[230]  Mark H. Bickhard,et al.  Representational content in humans and machines , 1993, J. Exp. Theor. Artif. Intell..

[231]  Denis Mareschal,et al.  A connectionist model of the development of seriation , 1993 .

[232]  L. Shastri,et al.  From simple associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony , 1993, Behavioral and Brain Sciences.

[233]  J. Perner Understanding the Representational Mind , 1993 .

[234]  M. Alibali,et al.  Gesture-Speech Mismatch and Mechanisms of Learning: What the Hands Reveal about a Child′s State of Mind , 1993, Cognitive Psychology.

[235]  Viviane Déprez,et al.  Negation and functional projections in early grammar , 1993 .

[236]  M. Donald Human cognitive evolution: what we were, what we are becoming , 1993 .

[237]  M. Merzenich,et al.  Cortical plasticity and memory , 1993, Current Opinion in Neurobiology.

[238]  A. Karmiloff-Smith,et al.  The cognizer's innards: A psychological and philosophical perspective on the development of thought. , 1993 .

[239]  J. Elman Learning and development in neural networks: the importance of starting small , 1993, Cognition.

[240]  D. Dennett Learning and Labeling , 1993 .

[241]  S. Quartz Neural networks, nativism, and the plausibility of constructivism , 1993, Cognition.

[242]  T. Reinhart,et al.  The innateness of binding and coreference , 1993 .

[243]  T. Sejnowski,et al.  A critique of pure vision , 1993 .

[244]  N. Freeman The emergence of a framework theory of pictorial reasoning , 1994 .

[245]  D. Shanks,et al.  Characteristics of dissociable human learning systems , 1994, Behavioral and Brain Sciences.

[246]  Terry Dartnall Creativity, Thought and Representational Redescription , 1994 .

[247]  Joel L. Davis,et al.  Large-Scale Neuronal Theories of the Brain , 1994 .

[248]  L. Schauble,et al.  Beyond Modularity: A Developmental Perspective on Cognitive Science. , 1994 .

[249]  Associations and dissociations in theories of mind. , 1994 .

[250]  M. Braine,et al.  Is nativism sufficient? , 1994, Journal of Child Language.

[251]  Terry Dartnall,et al.  Artificial Intelligence and Creativity , 1994 .

[252]  David R. Olson,et al.  The World on Paper: The Conceptual and Cognitive Implications of Writing and Reading , 1996 .

[253]  G. Graham,et al.  Self-Consciousness, Mental Agency, and the Clinical Psychopathology of Thought Insertion , 2009 .

[254]  N. Freeman Children's early understanding of mind , 1994 .

[255]  P. Bloom,et al.  Generativity within language and other cognitive domains , 1994, Cognition.

[256]  S. Foster-Cohen Exploring the boundary between syntax and pragmatics: relevance and the binding of pronouns , 1994, Journal of Child Language.

[257]  The role of personal involvement in the assessment of early false belief skills. , 1994 .

[258]  D. McNeill Hand and Mind , 1995 .

[259]  Thomas R. Shultz,et al.  Modeling cognitive development with a generative connectionist algorithm , 1995 .

[260]  Richard S. Sutton,et al.  Computational Schemes and Neural Network Models for Formation and Control of Multijoint Arm Trajectory , 1995 .

[261]  Douglas Frye,et al.  Theory of mind and rule-based reasoning , 1995 .

[262]  Gary F. Marcus,et al.  German Inflection: The Exception That Proves the Rule , 1995, Cognitive Psychology.