Hypnosis modelling in neural networks.

In the framework of the neural network theory effects similar to hypnotic displays are constructed. They are based on the associative paradigm involving non-linear interaction of excitatory and inhibitory channels with synaptic memory. The non-linearity of long-term memorizing processes may cause effects exhibited by blind spots, which are interpreted as the first stage of hypnosis. More complicated phenomena are discussed in terms of a two-layer network.

[1]  R. Klatzky Human Memory: Structures And Processes , 1975 .

[2]  A. Pellionisz,et al.  Space-time representation in the brain. The cerebellum as a predictive space-time metric tensor , 1982, Neuroscience.

[3]  T. Itil,et al.  Hypnosis: physiological, pharmacological reality. , 1972, The American journal of psychiatry.

[4]  F Ventriglia Activity in cortical-like neural systems: short-range effects and attention phenomena. , 1990, Bulletin of mathematical biology.

[5]  Teuvo Kohonen,et al.  Associative memory. A system-theoretical approach , 1977 .

[6]  J J Hopfield,et al.  Neural networks and physical systems with emergent collective computational abilities. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[7]  C. Macleod-Morgan,et al.  Hemispheric specificity: a physiological concomitant of hypnotizability. , 1982, Psychophysiology.

[8]  M. Gill,et al.  Hypnosis and related states: Psychoanalytic studies in regression. , 1959 .

[9]  J Cowan,et al.  McCulloch-Pitts and related neural nets from 1943 to 1989 , 1990 .

[10]  Jack D. Cowan,et al.  Discussion: McCulloch-Pitts and related neural nets from 1943 to 1989 , 1990 .

[11]  F. Ventriglia Computational simulation of activity of cortical-like neural systems , 1988 .

[12]  Robert B. Ash,et al.  Information Theory , 2020, The SAGE International Encyclopedia of Mass Media and Society.

[13]  D. Marr A theory of cerebellar cortex , 1969, The Journal of physiology.

[14]  W. Pitts,et al.  A Logical Calculus of the Ideas Immanent in Nervous Activity (1943) , 2021, Ideas That Created the Future.

[15]  Burkhart Fischer,et al.  A neuron field theory: Mathemalical approaches to the problem of large numbers of interacting nerve cells , 1973 .

[16]  P. London,et al.  EEG Alpha Rhythms and Susceptibility to Hypnosis , 1968, Nature.

[17]  D. Engstrom Hypnotic Susceptibility, EEG-Alpha, and Self-Regulation , 1976 .

[18]  J. Kihlstrom,et al.  Spontaneous recovery of memory during posthypnotic amnesia. , 1983, The International journal of clinical and experimental hypnosis.

[19]  R. Sternbach,et al.  Consciousness and self-regulation: Advances in research Vol. 1, G.E. Schwartz and D. Shapiro (Eds.), Plenum Press, New York, 1976, xxii + 40- pp., Price : U.S. $ 22.74 , 1977, Pain.

[20]  P. London,et al.  Increasing hypnotic susceptibility by brain wave feedback. , 1974, Journal of abnormal psychology.

[21]  A. Silveri,et al.  EEG asymmetry during covert mental activity and its relationship with hypnotizability. , 1988, The International journal of clinical and experimental hypnosis.

[22]  W M Getz,et al.  A neural network for processing olfactory-like stimuli. , 1991, Bulletin of mathematical biology.

[23]  M. Arbib,et al.  Conceptual models of neural organization. , 1974, Neurosciences Research Program bulletin.

[24]  L. R. Peterson,et al.  Short-term retention of individual verbal items. , 1959, Journal of experimental psychology.

[25]  P. H. Lindsay,et al.  Human Information Processing: An Introduction to Psychology , 1972 .

[26]  James A. Anderson,et al.  A simple neural network generating an interactive memory , 1972 .

[27]  Teuvo Kohonen,et al.  Self-Organization and Associative Memory , 1988 .

[28]  P. Buser THALAMIC INFLUENCES ON THE EEG. , 1964, Electroencephalography and clinical neurophysiology.

[29]  J. Hilgard,et al.  Personality and hypnosis : a study of imaginative involvement , 1970 .

[30]  A. Tellegen,et al.  Openness to absorbing and self-altering experiences ("absorption"), a trait related to hypnotic susceptibility. , 1974, Journal of abnormal psychology.

[31]  R. L. Beurle Properties of a mass of cells capable of regenerating pulses , 1956, Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences.

[32]  E. Hilgard,et al.  EEG alpha: lateral asymmetry related to task, and hypnotizability. , 1974, Psychophysiology.

[33]  Geoffrey E. Hinton,et al.  Learning representations by back-propagating errors , 1986, Nature.

[34]  J. Cowan,et al.  Excitatory and inhibitory interactions in localized populations of model neurons. , 1972, Biophysical journal.

[35]  J. Griffith A field theory of neural nets: I. Derivation of field equations. , 1963, The Bulletin of mathematical biophysics.

[36]  L. E. Clark,et al.  Cognitive competition and hypnotic behavior: whither absorption? , 1986, The International journal of clinical and experimental hypnosis.

[37]  W. Edmonston Hypnosis and relaxation : modern verification of an old equation , 1981 .

[38]  D. Norman Memory and attention: An introduction to human information processing. , 1994 .

[39]  J. Griffith A field theory of neural nets. II. Properties of the field equations. , 1965, The Bulletin of mathematical biophysics.

[40]  M. Persinger,et al.  Time distortion--a comparison of hypnotic induction and progressive relaxation procedures: a brief communication. , 1991, The International journal of clinical and experimental hypnosis.

[41]  S. Andersson,et al.  Physiological basis of the alpha rhythm , 1968 .

[42]  D. Gabor Associative holographic memories , 1969 .

[43]  D Marr,et al.  Simple memory: a theory for archicortex. , 1971, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[44]  D. Norman Learning and Memory , 1982 .

[45]  P. London,et al.  Hypnotic Susceptibility increased by EEG Alpha Training , 1970, Nature.

[46]  P. Bakan,et al.  Resting EEG Alpha and Asymmetry of Reflective Lateral Eye Movements , 1969, Nature.

[47]  D. Nowlis,et al.  Relation of Eyes-Closed Resting EEG Alpha Activity to Hypnotic Susceptibility , 1968 .

[48]  P. M. Penna,et al.  40-Hz EEG activity during hypnotic induction and hypnotic testing. , 1990, The International journal of clinical and experimental hypnosis.

[49]  J. Eccles Inhibition in Thalamic and Cortical Neurones and its Role in Phasing Neuronal Discharges , 1965, Epilepsia.