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Evers K, Farisco M, Chatila R, Earp BD, Freire IT, Hamker F, Nemeth E, Verschure PFMJ, Khamassi M. Preliminaries to artificial consciousness: A multidimensional heuristic approach. Phys Life Rev 2025; 52:180-193. [PMID: 39787683 DOI: 10.1016/j.plrev.2025.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Accepted: 01/03/2025] [Indexed: 01/12/2025]
Abstract
The pursuit of artificial consciousness requires conceptual clarity to navigate its theoretical and empirical challenges. This paper introduces a composite, multilevel, and multidimensional model of consciousness as a heuristic framework to guide research in this field. Consciousness is treated as a complex phenomenon, with distinct constituents and dimensions that can be operationalized for study and for evaluating their replication. We argue that this model provides a balanced approach to artificial consciousness research by avoiding binary thinking (e.g., conscious vs. non-conscious) and offering a structured basis for testable hypotheses. To illustrate its utility, we focus on "awareness" as a case study, demonstrating how specific dimensions of consciousness can be pragmatically analyzed and targeted for potential artificial instantiation. By breaking down the conceptual intricacies of consciousness and aligning them with practical research goals, this paper lays the groundwork for a robust strategy to advance the scientific and technical understanding of artificial consciousness.
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Affiliation(s)
- K Evers
- Centre for Research Ethics and Bioethics, Uppsala University, Uppsala, Sweden
| | - M Farisco
- Centre for Research Ethics and Bioethics, Uppsala University, Uppsala, Sweden; Biogem Molecular Biology and Genetics Research Institute, Ariano Irpino, AV, Italy.
| | - R Chatila
- Institute of Intelligent Systems and Robotics, CNRS, Sorbonne University, Paris, France
| | - B D Earp
- Uehiro Centre for Practical Ethics, University of Oxford, Oxford, UK; Centre for Biomedical Ethics, National University of Singapore, Singapore
| | - I T Freire
- Institute of Intelligent Systems and Robotics, CNRS, Sorbonne University, Paris, France
| | - F Hamker
- Artificial Intelligence, Computer Science, Chemnitz University of Technology, Germany
| | - E Nemeth
- Institute of Intelligent Systems and Robotics, CNRS, Sorbonne University, Paris, France
| | - P F M J Verschure
- Alicante Institute of Neuroscience & Department of Health Psychology, Universidad Miguel Hernandez, Spain
| | - M Khamassi
- Institute of Intelligent Systems and Robotics, CNRS, Sorbonne University, Paris, France
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2
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Lacalli T. The function(s) of consciousness: an evolutionary perspective. Front Psychol 2024; 15:1493423. [PMID: 39660268 PMCID: PMC11628302 DOI: 10.3389/fpsyg.2024.1493423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 11/12/2024] [Indexed: 12/12/2024] Open
Abstract
The functions of consciousness, viewed from an evolutionary standpoint, can be categorized as being either general or particular. There are two general functions, meaning those that do not depend on the particulars of how consciousness influences behavior or how and why it first evolved: of (1) expanding the behavioral repertoire of the individual through the gradual accumulation of neurocircuitry innovations incorporating consciousness that would not exist without it, and (2) reducing the time scale over which preprogrammed behaviors can be altered, from evolutionary time, across generations, to real-time. But neither answers Velmans' question, of why consciousness is adaptive in a proximate sense, and hence why it would have evolved, which depends on identifying the particular function it first performed. Memory arguably plays a role here, as a strong case can be made that consciousness first evolved to make motivational control more responsive, though memory, to the past life experiences of the individual. A control mechanism of this kind could, for example, have evolved to consciously inhibit appetitive behaviors, whether consciously instigated or not, that would otherwise expose the individual to harm. There is then the question of whether, for amniote vertebrates, a role in memory formation and access would have led directly to a wider role for consciousness in the way the brain operates, or if some other explanation is required. Velmans' question might then have two answers, the second having more to do with the advantages of global oversight for the control of behavior, as in a global workspace, or for conferring meaning on sensory experience in a way that non-conscious neural processes cannot. Meaning in this context refers specifically to the way valence is embodied in the genomic instructions for assembling the neurocircuitry responsible for phenomenal contents, so it constitutes an embodied form of species memory, and a way of thinking about the adaptive utility of consciousness that is less concerned with real-time mechanistic events than with information storage on an evolutionary time scale.
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Affiliation(s)
- Thurston Lacalli
- Biology Department, University of Victoria, Victoria, BC, Canada
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Browne RK, Luo Q, Wang P, Mansour N, Kaurova SA, Gakhova EN, Shishova NV, Uteshev VK, Kramarova LI, Venu G, Bagaturov MF, Vaissi S, Heshmatzad P, Janzen P, Swegen A, Strand J, McGinnity D. The Sixth Mass Extinction and Amphibian Species Sustainability Through Reproduction and Advanced Biotechnologies, Biobanking of Germplasm and Somatic Cells, and Conservation Breeding Programs (RBCs). Animals (Basel) 2024; 14:3395. [PMID: 39682361 DOI: 10.3390/ani14233395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 11/05/2024] [Accepted: 11/16/2024] [Indexed: 12/18/2024] Open
Abstract
Primary themes in intergenerational justice are a healthy environment, the perpetuation of Earth's biodiversity, and the sustainable management of the biosphere. However, the current rate of species declines globally, ecosystem collapses driven by accelerating and catastrophic global heating, and a plethora of other threats preclude the ability of habitat protection alone to prevent a cascade of amphibian and other species mass extinctions. Reproduction and advanced biotechnologies, biobanking of germplasm and somatic cells, and conservation breeding programs (RBCs) offer a transformative change in biodiversity management. This change can economically and reliably perpetuate species irrespective of environmental targets and extend to satisfy humanity's future needs as the biosphere expands into space. Currently applied RBCs include the hormonal stimulation of reproduction, the collection and refrigerated storage of sperm and oocytes, sperm cryopreservation, in vitro fertilization, and biobanking of germplasm and somatic cells. The benefits of advanced biotechnologies in development, such as assisted evolution and cloning for species adaptation or restoration, have yet to be fully realized. We broaden our discussion to include genetic management, political and cultural engagement, and future applications, including the extension of the biosphere through humanity's interplanetary and interstellar colonization. The development and application of RBCs raise intriguing ethical, theological, and philosophical issues. We address these themes with amphibian models to introduce the Multidisciplinary Digital Publishing Institute Special Issue, The Sixth Mass Extinction and Species Sustainability through Reproduction Biotechnologies, Biobanking, and Conservation Breeding Programs.
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Affiliation(s)
- Robert K Browne
- Sustainability America, Sarteneja, Corozal District, Belize 91011, Belize
| | - Qinghua Luo
- Hunan Engineering Technology Research Center for Amphibian and Reptile Resource Protection and Product Processing, College of Biological and Chemical Engineering, Changsha University, Changsha 410022, China
- Hunan Engineering Laboratory for Chinese Giant Salamander's Resource Protection and Comprehensive Utilization, School of Biological Resources and Environmental Sciences, Jishou University, Jishou 416000, China
| | - Pei Wang
- Hunan Engineering Laboratory for Chinese Giant Salamander's Resource Protection and Comprehensive Utilization, School of Biological Resources and Environmental Sciences, Jishou University, Jishou 416000, China
| | - Nabil Mansour
- Fujairah Research Centre, University of Science and Technology of Fujairah, Fujairah P.O. Box 2202, United Arab Emirates
| | - Svetlana A Kaurova
- Institute of Cell Biophysics, Russian Academy of Sciences, PSCBR RAS, Pushchino 142290, Moscow Region, Russia
| | - Edith N Gakhova
- Institute of Cell Biophysics, Russian Academy of Sciences, PSCBR RAS, Pushchino 142290, Moscow Region, Russia
| | - Natalia V Shishova
- Institute of Cell Biophysics, Russian Academy of Sciences, PSCBR RAS, Pushchino 142290, Moscow Region, Russia
| | - Victor K Uteshev
- Institute of Cell Biophysics, Russian Academy of Sciences, PSCBR RAS, Pushchino 142290, Moscow Region, Russia
| | - Ludmila I Kramarova
- Institute of Theoretical and Experimental Biophysics, Russian Academy of Sciences, Pushchino 142290, Moscow Region, Russia
| | - Govindappa Venu
- Centre for Applied Genetics, Department of Zoology, Jnana Bharathi Campus, Bangalore University, Bengaluru 560056, Karnataka, India
| | - Mikhail F Bagaturov
- IUCN/SSC/Athens Institute for Education and Research/Zoological Institute RAS, St. Petersburg 199034, Northern Region, Russia
- Leningrad Zoo, St. Petersburg 197198, Northern Region, Russia
| | - Somaye Vaissi
- Department of Biology, Faculty of Science, Razi University, Baghabrisham, Kermanshah 57146, Iran
| | - Pouria Heshmatzad
- Department of Biology, Faculty of Science, Razi University, Baghabrisham, Kermanshah 57146, Iran
- Department of Fisheries, Faculty of Fisheries and Environmental Sciences, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan 49138, Iran
| | - Peter Janzen
- Justus-von-Liebig-Schule, 47166 Duisburg, Germany
| | - Aleona Swegen
- School of Environmental and Life Sciences, College of Engineering, Science and Environment, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Julie Strand
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7K, 9220 Aalborg Ost, Denmark and Randers Regnskov, Torvebryggen 11, 8900 Randers C, Denmark
| | - Dale McGinnity
- Ectotherm Department, Nashville Zoo at Grassmere, Nashville, TN 37211, USA
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Irwin LN. Symbolic representation by a two-dimensional matrix for profiling comparative animal behavior. Front Psychol 2024; 15:1450754. [PMID: 39649780 PMCID: PMC11621754 DOI: 10.3389/fpsyg.2024.1450754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 11/12/2024] [Indexed: 12/11/2024] Open
Abstract
The growing view that consciousness is widespread, multimodal, and evolutionarily non-linear in complexity across the animal kingdom has given rise recently to a variety of strategies for representing the heterogeneous nature of animal phenomenology. While based on markers clearly associated with consciousness in humans, most of these strategies are theoretical constructs lacking empirical data and are based on metrics appropriate for humans but difficult to measure in most non-human species. I propose a novel symbolic profile based on readily observable behaviors that logically constitute subjective experience across the entire spectrum of animals that possess a centralized nervous system. Three modes (markers) of behavior displayed by all animals - volition, interaction, and self-direction - are quantified according to the frequency, variety, and dynamism of each mode. The resulting matrix of 3 modes x 3 metrics can be expressed as a bi-directional heatmap, allowing for quick and easy inter-species comparisons. The overall effect is to highlight both similarities and differences in the subjective experience of animals ranging from crustaceans to primates.
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Affiliation(s)
- Louis N Irwin
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, United States
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Lacalli T. Mental causation: an evolutionary perspective. Front Psychol 2024; 15:1394669. [PMID: 38741757 PMCID: PMC11089241 DOI: 10.3389/fpsyg.2024.1394669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 04/16/2024] [Indexed: 05/16/2024] Open
Abstract
The relationship between consciousness and individual agency is examined from a bottom-up evolutionary perspective, an approach somewhat different from other ways of dealing with the issue, but one relevant to the question of animal consciousness. Two ways are identified that would decouple the two, allowing consciousness of a limited kind to exist without agency: (1) reflex pathways that incorporate conscious sensations as an intrinsic component (InCs), and (2) reflexes that are consciously conditioned and dependent on synaptic plasticity but not memory (CCRs). Whether InCs and CCRs exist as more than hypothetical constructs is not clear, and InCs are in any case limited to theories where consciousness depends directly on EM field-based effects. Consciousness with agency, as we experience it, then belongs in a third category that allows for deliberate choice of alternative actions (DCs), where the key difference between this and CCR-level pathways is that DCs require access to explicit memory systems whereas CCRs do not. CCRs are nevertheless useful from a heuristic standpoint as a conceptual model for how conscious inputs could act to refine routine behaviors while allowing evolution to optimize phenomenal experience (i.e., qualia) in the absence of individual agency, a somewhat counterintuitive result. However, so long as CCRs are not a required precondition for the evolution of memory-dependent DC-level processes, the later could have evolved first. If so, the adaptive benefit of consciousness when it first evolved may be linked as much to the role it plays in encoding memories as to any other function. The possibility that CCRs are more than a theoretical construct, and have played a role in the evolution of consciousness, argues against theories of consciousness focussed exclusively on higher-order functions as the appropriate way to deal with consciousness as it first evolved, as it develops in the early postnatal period of life, or with the conscious experiences of animals other than ourselves. An evolutionary perspective also resolves the problem of free will, that it is best treated as a property of a species rather than the individuals belonging to that species whereas, in contrast, agency is an attribute of individuals.
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Affiliation(s)
- Thurston Lacalli
- Department of Biology, University of Victoria, Victoria, BC, Canada
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Irwin LN. Behavioral indicators of heterogeneous subjective experience in animals across the phylogenetic spectrum: Implications for comparative animal phenomenology. Heliyon 2024; 10:e28421. [PMID: 38623251 PMCID: PMC11016586 DOI: 10.1016/j.heliyon.2024.e28421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 03/12/2024] [Accepted: 03/19/2024] [Indexed: 04/17/2024] Open
Abstract
This behavioral study was undertaken to provide empirical evidence in favor of or opposed to the notion that animals across a wide breadth of the animal kingdom have subjective (personal) experience that varies with their lifestyles, ecological constraints, or phylogeny. Twelve species representing two invertebrate phyla and six vertebrate classes were observed unobtrusively in 15-min episodes, during which three modes of behavior (volitional, interactive, and egocentric) were quantified according to the frequency, variety, and dynamism of each mode. Volitional behavior was the most prevalent and dynamic mode for nearly all species, largely without regard to phylogenetic position. Interactive behavior likewise varied inconsistently across the entire evolutionary spectrum. Egocentric behavior was concentrated among the avian and mammalian species, but evidence of it were observed in the invertebrate species as well. Diagrams of the matrix constructed from the three qualitative modes and three quantitative attributes for each mode provide a metaphorical representation of the unique experiential profile of each species. To the extent that these behavioral measures correlate with the nature of the animal's subjective experience, they support the growing view that phenomenology is heterogeneous, multimodal, and non-linear in extent across the animal kingdom.
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Affiliation(s)
- Louis N. Irwin
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
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Irwin LN, Chittka L, Jablonka E, Mallatt J. Editorial: Comparative animal consciousness. Front Syst Neurosci 2022; 16:998421. [PMID: 36341479 PMCID: PMC9627481 DOI: 10.3389/fnsys.2022.998421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 10/10/2022] [Indexed: 10/31/2023] Open
Affiliation(s)
- Louis N. Irwin
- Department of Biological Sciences, The University of Texas at El Paso, El Paso, TX, United States
| | - Lars Chittka
- Research Centre for Psychology, Queen Mary University of London, London, United Kingdom
| | - Eva Jablonka
- Cohn Institute for the History of Philosophy of Science and Ideas, Tel Aviv University, Tel Aviv-Yafo, Israel
| | - Jon Mallatt
- School of Biological Sciences, Washington State University, Pullman, WA, United States
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Ehret G, Romand R. Awareness and consciousness in humans and animals - neural and behavioral correlates in an evolutionary perspective. Front Syst Neurosci 2022; 16:941534. [PMID: 35910003 PMCID: PMC9331465 DOI: 10.3389/fnsys.2022.941534] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 06/29/2022] [Indexed: 11/29/2022] Open
Abstract
Awareness or consciousness in the context of stimulus perception can directly be assessed in well controlled test situations with humans via the persons' reports about their subjective experiences with the stimuli. Since we have no direct access to subjective experiences in animals, their possible awareness or consciousness in stimulus perception tasks has often been inferred from behavior and cognitive abilities previously observed in aware and conscious humans. Here, we analyze published human data primarily on event-related potentials and brain-wave generation during perception and responding to sensory stimuli and extract neural markers (mainly latencies of evoked-potential peaks and of gamma-wave occurrence) indicating that a person became aware or conscious of the perceived stimulus. These neural correlates of consciousness were then applied to sets of corresponding data from various animals including several species of mammals, and one species each of birds, fish, cephalopods, and insects. We found that the neural markers from studies in humans could also successfully be applied to the mammal and bird data suggesting that species in these animal groups can become subjectively aware of and conscious about perceived stimuli. Fish, cephalopod and insect data remained inconclusive. In an evolutionary perspective we have to consider that both awareness of and consciousness about perceived stimuli appear as evolved, attention-dependent options added to the ongoing neural activities of stimulus processing and action generation. Since gamma-wave generation for functional coupling of brain areas in aware/conscious states is energetically highly cost-intensive, it remains to be shown which animal species under which conditions of lifestyle and ecological niche may achieve significant advantages in reproductive fitness by drawing upon these options. Hence, we started our discussion about awareness and consciousness in animals with the question in how far these expressions of brain activity are necessary attributes for perceiving stimuli and responding in an adaptive way.
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Affiliation(s)
- Günter Ehret
- Institute of Neurobiology, University of Ulm, Ulm, Germany
| | - Raymond Romand
- Faculty of Medicine, Institute de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), University of Strasbourg and Centre National de la Recherche Scientifique (CNRS), Strasbourg, France
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Zlomuzica A, Dere E. Towards an animal model of consciousness based on the platform theory. Behav Brain Res 2022; 419:113695. [PMID: 34856300 DOI: 10.1016/j.bbr.2021.113695] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/21/2021] [Accepted: 11/26/2021] [Indexed: 11/02/2022]
Abstract
The evolution of intellectual capacities has brought forth a continuum of consciousness levels subserved by neuronal networks of varying complexity. Brain pathologies, neurodegenerative, and mental diseases affect conscious cognition and behavior. Although impairments in consciousness are among the most devastating consequences of neurological and mental diseases, valid and reliable animal models of consciousness, that could be used for preclinical research are missing. The platform theory holds that the brain enters a conscious operation mode, whenever mental representations of stimuli, associations, concepts, memories, and experiences are effortfully maintained (in working memory) and actively manipulated. We used the platform theory as a framework and evaluation standard to categorize behavioral paradigms with respect to the level of consciousness involved in task performance. According to the platform theory, a behavioral paradigm involves conscious cognitive operations, when the problem posed is unexpected, novel or requires the maintenance and manipulation of a large amount of information to perform cognitive operations on them. Conscious cognitive operations are associated with a relocation of processing resources and the redirection of attentional focus. A consciousness behavioral test battery is proposed that is composed of tests which are assumed to require higher levels of consciousness as compared to other tasks and paradigms. The consciousness test battery for rodents includes the following tests: Working memory in the radial arm maze, episodic-like memory, prospective memory, detour test, and operant conditioning with concurrent variable-interval variable-ratio schedules. Performance in this test battery can be contrasted with the performance in paradigms and tests that require lower levels of consciousness. Additionally, a second more comprehensive behavioral test battery is proposed to control for behavioral phenotypes not related to consciousness. Our theory could serve as a guidance for the decryption of the neurobiological basis of consciousness.
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Affiliation(s)
- Armin Zlomuzica
- Department of Behavioral and Clinical Neuroscience, Ruhr-University Bochum (RUB), Massenbergstraße 9-13, D-44787 Bochum, Germany.
| | - Ekrem Dere
- Department of Behavioral and Clinical Neuroscience, Ruhr-University Bochum (RUB), Massenbergstraße 9-13, D-44787 Bochum, Germany; Sorbonne Université. Institut de Biologie Paris-Seine, (IBPS), Département UMR 8256: Adaptation Biologique et Vieillissement, UFR des Sciences de la Vie, Campus Pierre et Marie Curie, Bâtiment B, 9 quai Saint Bernard, F-75005 Paris, France.
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Kaufmann A. Experience-Specific Dimensions of Consciousness (Observable in Flexible and Spontaneous Action Planning Among Animals). Front Syst Neurosci 2021; 15:741579. [PMID: 34566590 PMCID: PMC8461023 DOI: 10.3389/fnsys.2021.741579] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 08/25/2021] [Indexed: 11/23/2022] Open
Abstract
The multidimensional framework to the study of consciousness, which comes as an alternative to a single sliding scale model, offers a set of experimental paradigms for investigating dimensions of animal consciousness, acknowledging the compelling urge for a novel approach. One of these dimensions investigates whether non-human animals can flexibly and spontaneously plan for a future event, and for future desires, without relying on reinforcement learning. This is a critical question since different intentional structures for action in non-human animals are described as served by different neural mechanisms underpinning the capacity to represent temporal properties. And a lack of appreciation of this variety of intentional structures and neural correlates has led many experts to doubt that animals have access to temporal reasoning and to not recognize temporality as a mark of consciousness, and as a psychological resource for their life. With respect to this, there is a significant body of ethological evidence for planning abilities in non-human animals, too often overlooked, and that instead should be taken into serious account. This could contribute to assigning consciousness profiles, across and within species, that should be tailored according to an implemented and expansive use of the multidimensional framework. This cannot be fully operational in the absence of an additional tag to its dimensions of variations: the experience-specificity of consciousness.
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Irwin LN, Irwin BA. Place and Environment in the Ongoing Evolution of Cognitive Neuroscience. J Cogn Neurosci 2020; 32:1837-1850. [PMID: 32662725 DOI: 10.1162/jocn_a_01607] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Cognitive science today increasingly is coming under the influence of embodied, embedded, extended, and enactive perspectives, superimposed on the more traditional cybernetic, computational assumptions of classical cognitive research. Neuroscience has contributed to a greatly enhanced understanding of brain function within the constraints of the traditional cognitive science approach, but interpretations of many of its findings can be enriched by the newer alternative perspectives. Here, we note in particular how these frameworks highlight the cognitive requirements of an animal situated within its particular environment, how the coevolution of an organism's biology and ecology shape its cognitive characteristics, and how the cognitive realm extends beyond the brain of the perceiving animal. We argue that these insights of the embodied cognition paradigm reveal the central role that "place" plays in the cognitive landscape and that cognitive scientists and philosophers alike can gain from paying heed to the importance of a concept of place. We conclude with a discussion of how this concept can be applied with respect to cognitive function, species comparisons, ecologically relevant experimental designs, and how the "hard problem" of consciousness might be approached, among its other implications.
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