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Nicolas Deperrois

2 papers in the library · 3 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...

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...