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Walter Senn

3 papers in the library · 111 citations · publishing 2023-2024

Papers

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How Adversarial REM Dreams May Facilitate Creativity, and Why We Become Aware of Them

Clinical and Translational Neuroscience June 26, 2024 Nicolas Deperrois, Mihai A. Petrovici, Jakob Jordan et al. 2 citations

The importance of sleep for healthy brain function is widely acknowledged. However, it remains unclear how the internal generation of dreams might facilitate cognitive processes. In this perspective, we review a computational approach inspired by artificial intelligence that proposes a framework for how dreams occurring during rapid-eye-movement (REM) sleep can contribute to learning and...

An integrative, multiscale view on neural theories of consciousness.

Neuron May 15, 2024 Johan F. Storm, P Christiaan Klink, Jaan Aru et al. 108 citations

How is conscious experience related to material brain processes? A variety of theories aiming to answer this age-old question have emerged from the recent surge in consciousness research, and some are now hotly debated. Although most researchers have so far focused on the development and validation of their preferred theory in relative isolation, this article, written by a group of scientists...

Learning beyond sensations: how dreams organize neuronal representations

arXiv (Cornell University) August 3, 2023 Nicolas Deperrois, Mihai A. Petrovici, Walter Senn et al. 1 citation

Semantic representations in higher sensory cortices form the basis for robust, yet flexible behavior. These representations are acquired over the course of development in an unsupervised fashion and continuously maintained over an organism's lifespan. Predictive learning theories propose that these representations emerge from predicting or reconstructing sensory inputs. However, brains are...