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1. dendritic-curvature-adaptation dendritic-curvature-adaptation Public

   This repository contains the official simulation suite for the Curvature Adaptation Hypothesis (CAH), a unified theory of cortical state that bridges cellular-level dendritic gating with macroscopi…

   Python

2. manifold-chip-architecture manifold-chip-architecture Public

   This repository contains the PyTorch simulation and theoretical blueprint for the Manifold Chip, a Dynamically Gated Analog Crossbar (DGAC) architecture.

   Python 2

3. Curvature-Adaptation-Networks Curvature-Adaptation-Networks Public

   In this project, I try to simulate a digital brain with a SST gating mechanism to see if it will maintain a hyperbolic regime while under simulated pressures (Metabolic Tax, Synaptic Budget, Survival)

   Python 1

4. Geometry-Aware-Plasticity Geometry-Aware-Plasticity Public

   GAP is a biologically plausible learning algorithm designed for Dynamically Gated Analog Crossbars (DGAC). It bridges the gap between the energy efficiency of local Hebbian learning and the global …

   Python

5. beyond-mean-curvature beyond-mean-curvature Public

   Simulation suite for “Beyond Mean Curvature: Lower-Tail Routing Structure in Controlled Hierarchical Networks”

   Python

6. llm-constrained-transport llm-constrained-transport Public

   Investigating how formal constraints reorganize the internal routing geometry of Transformer attention graphs across model families.

   Python