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Stephen Grossberg

Boston University
  •  Home
  •  Publications
    66
    • Most Recent
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    31

 More details
  • Boston University
    Regular Faculty
Homepage
Boston, Massachusetts, United States of America
Areas of Interest
Philosophy of Mind
Philosophy of Cognitive Science
  • All publications (66)
  •  88
    Self-organizing features and categories through attentive resonance
    Behavioral and Brain Sciences 21 (1): 27-28. 1998.
    Because “people create features to subserve the representation and categorization of objects” (abstract) Schyns et al. “provide an account of feature learning in which the components of a representation have close ties to the categorization history of the organism” (sect. 1.1). This commentary surveys self-organizing neural models that clarify this process. These models suggest how “top-down information should constrain the search for relevant dimensions/features of categorization” (sect. 3.4.2)…Read more
    Because “people create features to subserve the representation and categorization of objects” (abstract) Schyns et al. “provide an account of feature learning in which the components of a representation have close ties to the categorization history of the organism” (sect. 1.1). This commentary surveys self-organizing neural models that clarify this process. These models suggest how “top-down information should constrain the search for relevant dimensions/features of categorization” (sect. 3.4.2).
    Science of Perception
  •  54
    Cortical dynamics of visual motion perception: Short-range and long-range apparent motion
    with Michael E. Rudd
    Psychological Review 99 (1): 78-121. 1992.
    Aspects of Consciousness
  •  119
    Neural models of development and learning
    Behavioral and Brain Sciences 20 (4): 566-566. 1997.
    I agree with Quartz & Sejnowski's points, which are familiar to many scientists. A number of models with the sought-after properties, however, are overlooked, while models without them are highlighted. I will review nonstationary learning, links between development and learning, locality, stability, learning throughout life, hypothesis testing that models the learner's problem domain, and active dendritic processes
    Unconscious and Conscious Processes
  •  189
    Adaptive timing, attention, and movement control
    Behavioral and Brain Sciences 20 (4): 619-619. 1997.
    Examples of how LTP and LTD can control adaptively-timed learning that modulates attention and motor control are given. It is also suggested that LTP/LTD can play a role in storing memories. The distinction between match-based and mismatch-based learning may help to clarify the difference.
    Philosophy of Cognitive SciencePhilosophy of Psychology
  •  52
    Neuroethology and theoretical neurobiology
    Behavioral and Brain Sciences 7 (3): 388-390. 1984.
    Philosophy of Cognitive SciencePhilosophy of Neuroscience
  •  43
    Neural dynamics of planned arm movements: Emergent invariants and speed-accuracy properties during trajectory formation
    with Daniel Bullock
    Psychological Review 95 (1): 49-90. 1988.
    Psychology
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