Suggested further readings#
Intro#
David J. Chalmers (1995). Facing Up to the Problem of Consciousness.
Goyal Anirudh and Bengio Yoshua (2022). Inductive biases for deep learning of higher-level cognition. Proc. R. Soc. A.47820210068
Seth, A. K., & Bayne, T. (2022). Theories of consciousness. Nature Reviews Neuroscience, 23(7), 439–452.
Patrick Butlin, Robert Long, et al. (2023). Consciousness in Artificial Intelligence: Insights from the Science of Consciousness.
RIM#
Anirudh Goyal et al. (2020). Recurrent Independent Mechanisms.
Global Workspace Theory#
Volzhenin, K., Changeux, J.-P., & Dumas, G. (2022). Multilevel development of cognitive abilities in an artificial neural network. PNAS Proceedings of the National Academy of Sciences of the United States of America, 119(39), 1–10.
Anirudh Goyal et al. (2022). Coordination Among Neural Modules Through a Shared Global Workspace.
Rufin VanRullen, Ryota Kanai (2021). Deep Learning and the Global Workspace Theory.
Lenore Blum, Manuel Blum (2023). Viewpoint: A Theoretical Computer Science Perspective on Consciousness and Artificial General Intelligence.
Higher-Order Theories#
Fleming, S. M. (2020). Awareness as inference in a higher-order state space. Neuroscience of Consciousness, 2020(1).
Ryota Kanai et al. (2024). Meta-Representations as Representations of Processes.
Additional Theories & Ideas#
Pasquali, A., Timmermans, B., & Cleeremans, A. (2010). Know thyself: Metacognitive networks and measures of consciousness. Cognition, 117(2), 182–190.
Michael Graziano (2017). The Attention Schema Theory: A Foundation for Engineering Artificial Consciousness.
Andrew I. Wilterson and Michael S. A. Graziano (2021). The attention schema theory in a neural network agent: Controlling visuospatial attention using a descriptive model of attention.
Dianbo Liu, Samuele Bolotta, He Zhu, Yoshua Bengio, Guillaume Dumas (2023). Attention Schema in Neural Agents.
Mahta Ramezanian-Panahi et al. (2022). Generative Models of Brain Dynamics.
Samuele Bolotta, Guillaume Dumas (2022). Social Neuro AI: Social Interaction as the “dark matter” of AI.
Michael H. Herzog, Leila Drissi-Daoudi, Adrien Doerig (2020). All in Good Time: Long-Lasting Postdictive Effects Reveal Discrete Perception.
Nadine Dijkstra, Stephen M. Fleming (2023). Subjective signal strength distinguishes reality from imagination.
Antoine Del Cul, Sylvain Baillet, Stanislas Dehaene (2007). Brain Dynamics Underlying the Nonlinear Threshold for Access to Consciousness.
Stanislas Dehaene, Jean-Pierre Changeux (2011). Experimental and theoretical approaches to conscious processing.