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Armin Hakkak Moghadam Torbati

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Open access Aug 2026

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

These findings reveal a population-level mechanism linking neuronal selectivity to abstract computation and suggest that flexible generalization depends not simply on increasing neural information, but on organizing information into geometries that preserve task-relevant relationships across changing conditions.

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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