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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Armin Hakkak Moghadam Torbati

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Open access Aug 2026

Neuronal selectivity and geometric alignment in the human hippocampus support abstract generalization

Abstract representations allow the brain to extract shared structure across different experiences and generalize knowledge beyond individual situations. Although previous studies have shown that representational geometry plays a critical role in supporting abstraction, it remains unclear how the composition of neuronal...

Armin Hakkak Moghadam Torbati, Narges Davoudi · 0 citations
Review Open access Jul 2026

Learning neural evolution operators: from decoding to identifiable causal state-space models

This perspective proposes a unifying framework integrating representational models, latent neural dynamics, identifiability analysis, and perturbation-based validation within a common mechanistic perspective to support a transition from prediction-oriented neuroscience toward perturbation-constrained mechanistic dynami...

Armin Hakkak Moghadam Torbati · 0 citations

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