Unconscious emotions of human learning.

Brain and behavioral data have provided ample evidence that the largest part of emotion processes occur below the threshold of conscious awareness. In this article, we present computational models of the relation between emotion and cognition describing emotions as homeostatic signals critical to need regulation. These models suggest that an innate drive to regulate information and accompany the genesis of meaning evolved over the history of life. Most emotions underlying this innate mechanism of knowledge-acquisition occur below the threshold of consciousness. We review empirical data on the emotions of deep learning in humans, and suggest three families of unconscious emotions regulating learning. Methods for their measurement are proposed and we suggest that these unconscious emotions are crucial to the well-functioning of cognition, language comprehension, and decision-making.

[1]  Leonid I. Perlovsky,et al.  Language and cognition , 2009, Neural Networks.

[2]  Karl J. Friston,et al.  A free energy principle for the brain , 2006, Journal of Physiology-Paris.

[3]  Felix Schoeller,et al.  The Satiation of Natural Curiosity , 2016, Int. J. Signs Semiot. Syst..

[4]  S M Kosslyn,et al.  Identifying objects seen from different viewpoints. A PET investigation. , 1994, Brain : a journal of neurology.

[5]  Stephen Grossberg,et al.  A Half Century of Progress Toward a Unified Neural Theory of Mind and Brain With Applications to Autonomous Adaptive Agents and Mental Disorders , 2018, Artificial Intelligence in the Age of Neural Networks and Brain Computing.

[6]  Richard D. Lane,et al.  Unconscious emotion: A cognitive neuroscientific perspective , 2016, Neuroscience & Biobehavioral Reviews.

[7]  R. Lane Neural substrates of implicit and explicit emotional processes: a unifying framework for psychosomatic medicine. , 2008, Psychosomatic medicine.

[8]  Leonid Perlovsky,et al.  Physics of mind: Experimental confirmations of theoretical predictions. , 2018, Physics of life reviews.

[9]  M. Tervaniemi,et al.  The Interplay between Musical and Linguistic Aptitudes: A Review , 2011, Front. Psychology.

[10]  Sterling Street Neurobiology as Information Physics , 2016, bioRxiv.

[11]  F. Schoeller Introduction to the special issue on physics of mind. , 2019, Physics of life reviews.

[12]  Isabelle Peretz,et al.  Without it no music: cognition, biology and evolution of musicality , 2015, Philosophical Transactions of the Royal Society B: Biological Sciences.

[13]  S. Scott,et al.  Perceptual Cues in Nonverbal Vocal Expressions of Emotion , 2010 .

[14]  L. Festinger,et al.  A Theory of Cognitive Dissonance , 2017 .

[15]  Edward W. Large,et al.  EEG Correlates of Song Prosody: A New Look at the Relationship between Linguistic and Musical Rhythm , 2011, Front. Psychology.

[16]  S. Grossberg Cortical and subcortical predictive dynamics and learning during perception, cognition, emotion and action , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[17]  Shelagh A. Mulvaney,et al.  The Emotional Unconscious , 2000 .

[18]  A. Damasio,et al.  Insensitivity to future consequences following damage to human prefrontal cortex , 1994, Cognition.

[19]  K. Vadakkan From cells to sensations: A window to the physics of mind. , 2019, Physics of life reviews.

[20]  Leonid Perlovsky,et al.  Aesthetic Chills: Knowledge-Acquisition, Meaning-Making, and Aesthetic Emotions , 2016, Front. Psychol..

[21]  J. Bachorowski Vocal Expression and Perception of Emotion , 1999 .

[22]  Stephen M. Kosslyn,et al.  Image and mind , 1982 .

[23]  Robert Kozma,et al.  Neurodynamics of cognition and consciousness , 2009, PerMIS.

[24]  Luiz Pessoa,et al.  Understanding emotion with brain networks , 2018, Current Opinion in Behavioral Sciences.

[25]  Lutz Jäncke,et al.  The Relationship between Music and Language , 2012, Front. Psychology.

[26]  S. Grossberg,et al.  Neural dynamics of attentionally modulated Pavlovian conditioning: blocking, interstimulus interval, and secondary reinforcement. , 1987, Applied optics.

[27]  L. Perlovsky Toward physics of the mind: Concepts, emotions, consciousness, and symbols , 2006 .

[28]  K. Berridge,et al.  Unconscious Emotion , 2004 .

[29]  Alexandre Bran,et al.  Respectable Challenges to Respectable Theory: Cognitive Dissonance Theory Requires Conceptualization Clarification and Operational Tools , 2019, Front. Psychol..

[30]  Joseph E LeDoux The Emotional Brain: The Mysterious Underpinnings of Emotional Life , 1996 .

[31]  Leonid I. Perlovsky,et al.  A structural model of emotions of cognitive dissonances , 2012, Neural Networks.

[32]  F. Schoeller The Shivers of Knowledge , 2015 .

[33]  S. Grossberg Neural Networks and Natural Intelligence , 1988 .

[34]  Justin S. Feinstein,et al.  An Active Inference Approach to Interoceptive Psychopathology. , 2019, Annual review of clinical psychology.

[35]  Lorne Loxterkamp AN EMOTION WITHOUT A NAME , 2019, Think.

[36]  D. Berlyne Conflict, arousal, and curiosity , 2014 .

[37]  Richard D. Lane,et al.  The neural basis of one's own conscious and unconscious emotional states , 2015, Neuroscience & Biobehavioral Reviews.

[38]  Simon McGregor,et al.  The free energy principle for action and perception: A mathematical review , 2017, 1705.09156.

[39]  Leonid Perlovsky,et al.  Emotional Cognitive Neural Algorithms with Engineering Applications: Dynamic Logic: From Vague to Crisp , 2011 .

[40]  Leonid I. Perlovsky,et al.  Language and emotions: Emotional Sapir-Whorf hypothesis , 2009, Neural Networks.

[41]  M. Tamietto,et al.  Neural bases of the non-conscious perception of emotional signals , 2010, Nature Reviews Neuroscience.

[42]  Leonid I. Perlovsky,et al.  Physics of the Mind , 2016, Front. Syst. Neurosci..

[43]  Leonid I. Perlovsky,et al.  Neural Dynamic Logic of Consciousness: the Knowledge Instinct , 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

[44]  Karin Ackermann,et al.  The Nature Of Emotion Fundamental Questions , 2016 .

[45]  Marc Ettlinger,et al.  Implicit Memory in Music and Language , 2011, Front. Psychology.

[46]  M. Glanzer Curiosity, exploratory drive, and stimulus satiation. , 1958, Psychological bulletin.

[47]  Angus F. Chapman,et al.  Dissociating the physiological components of unconscious emotional responses , 2017, Neuroscience of consciousness.

[48]  L. Perlovsky Language and cognition—joint acquisition, dual hierarchy, and emotional prosody , 2013, Front. Behav. Neurosci..

[49]  Karl J. Friston,et al.  Active Inference, Curiosity and Insight , 2017, Neural Computation.

[50]  W. James II.—WHAT IS AN EMOTION ? , 1884 .