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From human to artificial cognition and back: New perspectives on cognitively inspired AI systems
Affiliation:1. University of Turin, Dip. di Informatica, Corso Svizzera 185, Torino, Italy;2. ICAR-CNR, edificio 11, Viale delle Scienze, Palermo, Italy;1. RoboticsLab, DICGIM, Polytechnic School, University of Palermo, Viale delle Scienze, Ed. 6, 90128 Palermo, Italy;2. Lund University Cognitive Science, Helgonavägen 3, 221 00 Lund, Sweden;1. Department of Psychology, Wright State University, Dayton, OH, United States;2. Department of Statistics, The Ohio State University, Columbus, OH, United States;3. Psychological and Brain Sciences, Indiana University, Bloomington, IN, United States;4. Department of Psychology, The Ohio State University, Columbus, OH, United States;1. BioCircuits Institute, University of California San Diego, 9500 Gilman Drive 0328, La Jolla, CA 92093-0328, USA;2. Department of Psychiatry, University of California San Diego, 9500 Gilman Drive 0603, La Jolla, CA 92093-0603, USA;3. Center of Excellence in Stress and Mental Health, VA San Diego Healthcare, 3350 La Jolla Village Drive, San Diego, CA 92161, USA;4. Grupo de Neurocomputación Biológica, Departamento de Ingeniería Informática, Escuela Politécnica Superior, Universidad Autónoma de Madrid, 28049 Madrid, Spain
Abstract:We overview the main historical and technological elements characterising the rise, the fall and the recent renaissance of the cognitive approaches to Artificial Intelligence and provide some insights and suggestions about the future directions and challenges that, in our opinion, this discipline needs to face in the next years.
Keywords:Cognitive systems  Artificial intelligence  Computational models of cognition  Epistemology of the artificial
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