Abstract
We experience the world as a whole. Although myriad signals relentlessly bombard our senses, we somehow integrate them into unified moments of conscious experience that cohere together despite their diversity. Because of the apparent unity and coherence of our awareness, we can develop a sense of self that can gradually mature with our experiences of the world. This capacity lies at the heart of our ability to function as intelligent beings.
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References
Abbott LF, Varela K, Sen K, and Nelson SB (1997) Synaptic depression and cortical gain control. Science 275:220–223
Artola A, Singer W (1993) Long-term depression of excitatory synaptic transmission and its relationship to long-term potentiation. Trends Neurosci 16:480–487
Bradski G, Grossberg G (1995) Fast learning VIEWNET architectures for recognizing 3-D objects from multiple 2-D views. Neural Netw 8:1053–1080
Bregman AS (1990) Auditory scene analysis: the perceptual organization of sound. MIT, Cambridge, MA
Bruner JS (1969) In: alland GA, Waugh NC (eds) The pathology of memory. Academic, New York
Bullock D, Grossberg S (1988) Neural dynamics of planned arm movements: emergent invariants and speed-accuracy properties during trajectory formation. Psychol Rev 95:49–90
Bullock D, Grossberg S, Guenther FH (1993a) A self-organizing neural model of motor equivalent reaching and tool use by a multijoint arm. J Cogn Neurosci 5:408–435
Bullock D, Grossberg S, Mannes C (1993b) A neural network model for cursive script production. Biol Cybernetics 70:15–28
Carpenter GA, Grossberg S (1981) Adaptation and transmitter gating in vertebrate photoreceptors. J Theor Neurobiol 1:1–42. Reprinted in Grossberg S (ed) The adaptive brain (1987, vol. II, pp. 271–310). Elsevier, Amsterdam
Carpenter GA, Grossberg S (1987a) A massively parallel architecture for a self-organizing neural pattern recognition machine. Comp Vis Graph Image Process, 37:54–115
Carpenter GA, Grossberg S (1987b) ART 2: Self-organization of stable category recognition codes for analog input patterns. Appl Optics 26:4919–4930
Carpenter GA, Grossberg S, Reynolds JH (1991) ARTMAP: supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Netw 4:565–588
Carpenter GA, Grossberg S, Markuzon N, Reynolds JH, Rosen DB (1992) Fuzzy ARTMAP: a neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Trans Neural Netw 3:698–713
Carpenter GA, Grossberg S (1993) Normal and amnesic learning, recognition, and memory by a neural model of cortico-hippocampal interactions. Trends Neurosci 116:131–137
Carpenter GA, Grossberg S (1994) Integrating symbolic and neural processing in a self-organizing architecture for pattern recognition and prediction. In: Honavar V, Uhr L (eds) Artificial intelligence and neural networks: Steps toward principled prediction. Academic, San Diego, pp 387–421
Carpenter GA, Grossberg S, Lesher GW (1998) The what-and-where filter: a spatial mapping neural network for object recognition and image understanding. Comp Vis Image Underst 69: 1–22
Chapman KL, Leonard LB, Mervis CG (1986) The effect of feedback on young children’s inappropriate word usage. J Child Lang 13:101–107
Chey J, Grossberg S, Mingolla E (1997) Neural dynamics of motion grouping: from aperture ambiguity to object speed and direction. J Optical Soc Am 14:2570–2594
Clark EV (1973) What’s in a word? On the child’s acquisition of semantics in his first language. In: Morre TE (ed) Cognitive development and the acquisition of language. Academic, New York, pp 65–110
Cohen NJ, Squire LR (1980) Preserved learning and retention of a pattern-analyzing skill in amnesia: dissociation of knowing how and knowing that. Science 210:207–210
Cohen NJ (1984) Preserved learning capacity in amnesia: evidence for multiple memory systems. In: Squire L, Butters N (eds) The neuropsychology of memory. Guilford, New York, pp 83–103
Cohen MA, Grossberg S (1984) Neural dynamics of brightness perception: features, boundaries, diffusion, and resonance. Percept Psychophy 36:428–456
Deadwyler SA, West MO, Lynch G (1979) Activity of dentate granule cells during learning: differentiation of perforant path inputs. Brain Res 169:29–43
Deadwyler SA, West MO, Robinson JH (1981) Entorhinal and septal inputs differentially control sensory-evoked responses in the rat dentate gyrus. Science 211:1181–1183
Drevets WC, Burton H, Raichle ME (1995) Blood flow changes in human somatosensory cortex during anticipated stimulation. Nature 373:249
Eckhorn R, Bauer R, Jordan W, Brosch M, Kruse W, Munk M, Reitboeck HJ (1988) Coherent oscillations: a mechanism of feature linking in the visual cortex? Biol Cybernetics 60:121–130
Fiala JC, Grossberg S, Bullock D (1996) Metabotropic glutamate receptor activation in cerebellar Purkinje cells as substrate for adaptive timing of the classically conditioned eye-blink response. J Neurosci 16:3760–3774
Francis G, Grossberg S (1996a) Cortical dynamics of boundary segmentation and reset: persistence, afterimages, and residual traces. Perception 35:543–567
Francis G, Grossberg S (1996b) Cortical dynamics of form and motion integration: persistence, apparent motion, and illusory contours. Vision Res 36:149–173
Francis G, Grossberg S, Mingolla E (1994) Cortical dynamics of feature binding and reset: control of visual persistence. Vision Res 34:1089–1104
Fuster JM (1996) Frontal lobe and the cognitive foundation of behavioral action. In: Damasio AR, Damasio H, Christen Y (eds) The neurobiology of decision-making. Springer, New York, pp 47–61
Gaffan D (1985) Hippocampus: memory, habit, and voluntary movement. Philos Trans R Soc Lond B 308:87–99
Gaudiano P, Grossberg S (1991) Vector associative maps: unsupervised real-time error-based learning and control of movement trajectories. Neural Netw 4:147–183
Goodale MA, Milner D (1992) Separate visual pathways for perception and action. Trends Neurosci 15:20–25
Gove A, Grossberg S, Mingolla E (1995) Brightness perception, illusory contours, and corticogeniculate feedback. Visual Neurosci 12:1027–1052
Graf P, Squire LR, Mandler G (1984) The information that amnesic patients do not forget. J Exp Psychol: Learning Memory Cogn 10:164–178, 183
Gray CM, Singer W (1989) Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex. Proc Natl Acad Sci 86:1698–1702
Grossberg S (1964) The theory of embedding fields with applications to psychology and neurophysiology. Rockefeller University, New York
Grossberg S (1969) On learning and energy–entropy dependence in recurrent and nonrecurrent signed networks. J Stat Phy 1:319–350
Grossberg S (1972) Neural expectation: cerebellar and retinal analogs of cells fired by learnable or unlearned pattern classes. Kybernetik 10:49–57
Grossberg S (1976a) Adaptive pattern classification and universal recoding. I. Parallel development and coding of neural feature detectors. Biol Cybernetics 23:121–134
Grossberg S (1976b) Adaptive pattern classification and universal recoding. II. Feedback, expectation, olfaction, and illusions. Biol Cybernetics 23:187–202
Grossberg S (1978) A theory of human memory: self-organization and performance of sensory-motor codes, maps, and plans. In: Rosen R, Snell F (eds) Progress in theoretical biology, vol 5. Academic, New York
Grossberg S (1980) How does a brain build a cognitive code? Psychol Rev 1:1–51
Grossberg S (1982) Studies of mind and brain: neural principles of learning, perception, development, cognition, and motor control. Kluwer, Norwell, MA
Grossberg S (1987a) Cortical dynamics of three-dimensional form, color, and brightness perception. II. Binocular theory. Percept Psychophy 41:117–158
Grossberg S (1987b) The adaptive brain, vol I. North-Holland, Amsterdam
Grossberg S (1988) Nonlinear neural networks: principles, mechanisms, and architectures. Neural Netw 1:17–61
Grossberg S (1994) 3-D vision and figure-ground separation by visual cortex. Percept Psychophy 55:48–120
Grossberg S (1997) Cortical dynamics of three-dimensional figureground perception of two-dimensional figures. Psychol Rev 104:618–658
Grossberg S (1999a) How does the cerebral cortex work? Learning, attention, and grouping by the laminar circuits of visual cortex. Spatial Vision 12:163–186
Grossberg S (1999b) Pitch based streaming in auditory perception. In: Griffith N, Todd P (eds) Musical networks: parallel distributed perception and performance. MIT, Cambridge, MA pp 117–140
Grossberg S, Mingolla E (1985a) Neural dynamics of form perception: boundary completion, illusory figures, and neon color spreading. Psychol Rev 92:173–211
Grossberg S, Mingolla E (1985b) Neural dynamics of perceptual grouping: textures, boundaries, and emergent segmentations. Percept Psychophys 38:141–171
Grossberg S, Gutowski W (1987) Neural dynamics of decision making under risk: affective balance and cognitive-emotional interactions. Psychol Rev 94:300–318
Grossberg S, Todorovic’ D (1988) Neural dynamics of 1-D and 2-D brightness perception: a unified model of classical and recent phenomena. Percept Psychophy 43:241–277
Grossberg S, Merrill JWL (1996) The hippocampus and cerebellum in adaptively timed learning, recognition, and movement. J Cogn Neurosci 3:257–277
Grossberg S, Grunewald A (1997) Cortical synchronization and perceptual framing. J Cogn Neurosci 9:117–132
Grossberg S, McLoughlin NP (1997) Cortical dynamics of three-dimensional surface perception: binocular and half-occluded scenic images. Neural Netw 10:1583–1605
Grossberg S, Williamson JR (2001) A neural model of how horizontal and interlaminar connections of visual cortex develop into adult circuits that carry out perceptual grouping and learning. Cerebral cortex 11:37–58
Grossberg S, Guenther F, Bullock D, Greve D (1993) Neural representations for sensory-motor control, II: Learning a head-centered visuomotor representation of 3-D target position. Neural Netw 6:43–67
Grossberg S, Boardman I, Cohen MA (1997a) Neural dynamics of variable-rate speech categorization. J Exp Psychol: Hum Percept Perform 23:481–503
Grossberg S, Roberts K, Aguilar M, Bullock D (1997b) A neural model of multimodal adaptive saccadic eye movement control by superior colliculus. J Neurosci 17:9706–9725
Grossberg S, Govindarajan KK, Wyse LL, Cohen MA (2004) A neural network model of auditory scene analysis and source segregation. Neural Networks 17:511–536
Grunewald A, Grossberg S (1998) Self-Organization of binocular disparity tuning by reciprocal corticogeniculate interactions. J Cogn Neurosci 10:199–215
Guenther FH, Bullock D, Greve D, Grossberg S (1994) Neural representations for sensorymotor control. III. Learning a body-centered representation of 3-D target position. J Cogn Neurosci 6:341–358
Helmholtz HLF Von (1962) Treatise on physiological optics (Southall JPC translator). Dover, New York
Hikosaka O (1994) Role of basal ganglia in control of innate movements, learned behavior and cognition— a hypothesis. In: Percheron G, Mckenzie JS, Feger J (eds) The basal ganglia, vol IV. Plenum, New York, pp 589–595
Hubel DH, Wiesel TN (1977) Functional architecture of macaque monkey visual cortex. Proc R Soc Lond B 198:1–59
Kennedy JM (1979) Subjective contours, contrast, and assimilation. In Nodine CF, Fisher DF (eds) Perception and pictorial representation. Praeger, New York
Kennedy JM (1988) Line endings and subjective controls. Spatial Vision 3:151–158
Kohonen T (1984) Self-organization and associative memory. Springer, New York
Land E (1977) The retinex theory of color vision. Scientific Am 237:108–128
Land E (1986) Recent advances in retinex theory. Vision Res 26:7–21
Levy WB (1985) Associative changes at the synapse: LTP in the hippocampus. In: Levy WB, Anderson J, Lehmkuhle S (eds) Synaptic modification, neuron selectivity, and nervous system organization. Erlbaum, Hillsdale, NJ, pp 5–33
Levy WB, Desmond NL (1985) The rules of elemental synaptic plasticity. In: Levy WB, Anderson J, Lehmkuhle S (eds) Synaptic modification, neuron selectivity, and nervous system organization. Erlbaum, Hillsdale, NJ, pp 105–121
Livingstone MS, Hubel DH (1984) Anatomy and physiology of a color system in the primate visual cortex. J Neurosci 4:309–356
Logothetis NK, Leopold DA, Sheinberg DL (1996) What is rivalling during binocular rivalry? Nature 360:621–624
Lynch G, Mcgaugh JL, Weinberger NM (eds) (1984) Neurobiology of learning and memory. Guilford, New York
Michotte A, Thines G, Crabbe G (1964) Les complements amodaux des structures perceptives. Publications Universitaires de Louvain, Louvain
Middleton FA, Strick PL (1994) Anatomical evidence for cerebellar and basal ganglia involvement in higher cognitive function. Science 166:458–461
Miller EK, Li L, Desimone R (1991) A neural mechanism for working and recognition memory in inferior temporal cortex. Science 254:1377–1379
Mishkin M (1982) A memory system in the monkey. Philos Trans R Soc Lond B 298:85–95
Mishkin M (1993) Cerebral memory circuits. In: Poggio TA, Glaser DA (eds) Exploring brain functions: models in neuroscience. Wiley, New York, pp 113–125
Mishkin M, Ungerleider LG, Macko KA (1983) Object vision and spatial vision: two cortical pathways. Trends Neurosci 6:414–417
Murphy PC, Sillito AM (1987) Corticofugal feedback influences the generation of length tuning in the visual pathway. Nature 329:727–729
Parker DB (1982) Learning-logic (Invention Report 581–64, File 1) Office of Technology Licensing. October, Stanford University
Pribram KH (1986) The hippocampal system and recombinant processing. In: Isaacson RL, Pribram KH (eds) The hippocampus, vol 4. Plenum, New York, pp 329–370
Rauschecker JP, Singer W (1979) Changes in the circuitry of the kitten’s visual cortex are gated by postsynaptic activity. Nature 280:58–60
Redies C, Crook JM, Creutzfeldt OD (1986) Neuronal responses to borders with and without luminance gradients in cat visual cortex and dLGN. Exp Brain Res 61:469–481
Repp BH (1980) A range-frequency effect on perception of silence in speech. Haskins Laboratories Status Report on Speech Research 61:151–165
Reynolds J, Nicholas J, Chelazzi L, Desimone R (1995) Spatial attention protects macaque V2 and V4 cells from the influence of nonattended stimuli. Soc Neurosci Abst 21(III):1759
Rumelhart DE, Hinton GE, Williams RJ (1986) Learning internal representations by error propagation. In: Rumelhard DE, Mcclelland JL (eds) Parallel distributed processing. MIT, Cambridge, MA
Ryle G (1949) The concept of mind. Hutchinson Press
Sakai K, Hikosaka O, Miyauchi S, Takino R, Sasaki Y, Putz B (1998) Transition of brain activation from frontal to parietal areas in visuomotor sequence learning. J Neurosci 18:1827–1840
Samuel AG (1981a) The role of bottom-up confirmation in the phonemic restoration illusion. J Exp Psychol: Hum Percept Perform 7:1124–1131
Samuel AG (1981b) Phonemic restoration: insights from a new methodology. J Exp Psychol: General 110:474–494
Schiller PH (1994) Area V4 of the primate visual cortex. Curr Dir Psychol Sci 3:89–92
Scoville WB, Milner B (1957) Loss of recent memory after bilateral hippocampal lesion. J Neurol Neurosurg Psychiatry 20:11–21
Sillito AM, Jones HE, Gerstein GL, West DC (1994) Feature-linked synchronization of thalamic relay cell firing induced by feedback from the visual cortex. Nature 369:479–482
Singer W (1983) Neuronal activity as a shaping factor in the self-organization of neuron assemblies. In: Basar E, Flohr H, Haken H, Mandell AJ (eds) Synergetics of the brain. Springer, New York
Smith C, Carey S, Wiser M (1985) On differentiation: a case study of the development of the concept of size, weight, and density. Cognition 21:177–237
Smith LB, Kemler DG (1978) Levels of experienced dimensionality in children and adults. Cogn Psychol 10:502–532
Squire LR, Butters N (eds) (1984) Neuropsychology of memory. Guilford, New York
Squire LR, Cohen NJ (1984) Human memory and amnesia. In: Lunch G, Mcgaugh J, Weinberger NM (eds) Neurobiology of learning and memory. Guilford, New York, pp 3–64
Ungerleider LG, Mishkin M (1982) Two cortical visual systems: separation of appearance and location of objects. In: Ingle DL, Goodale MA, Mansfield RJW (eds) Analysis of visual behavior. MIT, Cambridge, MA, pp 549–586
von der Malsburg C (1973) Self-organization of orientation sensitive cells in the striate cortex. Kybernetik 14:85–100
Ward TB (1983) Response tempo and separable-integral responding: evidence for an integral-toseparable processing sequencing in visual perception. J Exp Psychol: Hum Percept Perform 9:1029–1051
Warren RM (1984) Perceptual restoration of obliterated sounds. Psychol Bull 96:371–383
Warren RM, Sherman GL (1974) Phonemic restorations based on subsequent context. Percept Psychophys 16:150–156
Warrington EK, Weiskrantz L (1974) The effect of prior learning on subsequent retention in amnesic patients. Neuropsychology 12:419–428
Werbos P (1974) Beyond regression: New tools for prediction and analysis in the behavioral sciences. Unpublished doctoral thesis, Harvard University, Cambridge, MA
Willshaw DJ, Malsburg C Von Der (1976) How patterned neural connections can be set up by self-organization. Proc R Soc Lond B 194:431–445
Zola-Morgan SM, Squire LR (1990) The primate hippocampal formation: evidence for a timelimited role in memory storage. Science 250:288–290
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Grossberg, S. (2010). The Link Between Brain Learning, Attention, and Consciousness. In: Carsetti, A. (eds) Causality, Meaningful Complexity and Embodied Cognition. Theory and Decision Library A:, vol 46. Springer, Dordrecht. https://doi.org/10.1007/978-90-481-3529-5_1
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