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- Centre National de la Recherche ScientifiqueFR1 paper
- Institut de Recherche en Informatique de ToulouseFR1 paper
- Institut Universitaire de FranceFR1 paper
- Laboratoire de Physique des Lasers, Atomes et MoléculesFR1 paper
- Université de LilleFR1 paper
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cs.AI2026
Binary Spiking Neural Networks as Causal Models
Aditya Kar, Emiliano Lorini, Timothée Masquelier
We provide a causal analysis of Binary Spiking Neural Networks (BSNNs) to explain their behavior. We formally define a BSNN and represent its spiking activity as a binary causal mo…
cs.AI2026
AI Consciousness and Existential Risk
Rufin VanRullen
In AI, the existential risk denotes the hypothetical threat posed by an artificial system that would possess both the capability and the objective, either directly or indirectly, t…
cs.AI2025
Multimodal Dreaming: A Global Workspace Approach to World Model-Based Reinforcement Learning
Léopold Maytié, Roland Bertin Johannet, Rufin VanRullen
Humans leverage rich internal models of the world to reason about the future, imagine counterfactuals, and adapt flexibly to new situations. In Reinforcement Learning (RL), world m…