Neuropsychology of AI: Relationship Between Activation Proximity and Categorical Proximity Within Neural Categories of Synthetic Cognition. - Michèle Pichat; Enola Campoli; William Pogrund; Jourdan Wilson; Michael Veillet-Guillem; Anton Melkozerov; Paloma Pichat; Armanouche Gasparian; Samuel Demarchi; Judicael Poumay (CoRR, 2024)

Neuropsychology and Explainability of AI: A Distributional Approach to the Relationship Between Activation Similarity of Neural Categories in Synthetic Cognition. - Michèle Pichat; Enola Campoli; William Pogrund; Jourdan Wilson; Michael Veillet-Guillem; Anton Melkozerov; Paloma Pichat; Armanouche Gasparian; Samuel Demarchi; Judicael Poumay (CoRR, 2024)

How Do Artificial Intelligences Think? The Three Mathematico-Cognitive Factors of Categorical Segmentation Operated by Synthetic Neurons. - Michèle Pichat; William Pogrund; Armanouche Gasparian; Paloma Pichat; Samuel Demarchi; Michael Veillet-Guillem (CoRR, 2025)

The Process of Categorical Clipping at the Core of the Genesis of Concepts in Synthetic Neural Cognition. - Michèle Pichat; William Pogrund; Armanush Gasparian; Paloma Pichat; Samuel Demarchi; Michael Veillet-Guillem; Martin Corbet; Théo Dasilva (CoRR, 2025)

Synthetic Categorical Restructuring large Or How AIs Gradually Extract Efficient Regularities from Their Experience of the World. - Michèle Pichat; William Pogrund; Paloma Pichat; Armanouche Gasparian; Samuel Demarchi; Martin Corbet; Alois Georgeon; Théo Dasilva; Michael Veillet-Guillem (CoRR, 2025)

Intra-neuronal attention within language models Relationships between activation and semantics. - Michael Pichat; William Pogrund; Paloma Pichat; Armanouche Gasparian; Samuel Demarchi; Corbet Alois Georgeon; Michael Veillet-Guillem (CoRR, 2025)

Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces. - Michael Pichat; William Pogrund; Paloma Pichat; Judicael Poumay; Armanouche Gasparian; Samuel Demarchi; Martin Corbet; Alois Georgeon; Michael Veillet-Guillem (CoRR, 2025)