Computational Psychiatry

High-Dimensional Vectorization of the Mind

Transforming Core Beliefs into quantitative coordinates in Vector Space
to mathematically model personality structures and psychological states.

Theoretical Framework

The four foundational theories constituting this model.

Cognitive Triad

Aaron T. Beck

Setting beliefs about Self, World, and Future as Principal Components of the vector.

Big Five Traits

Costa & McCrae

Mapping the 5 personality factors as constants determining the individual's fixed Trait location.

Computational Psych

Montague et al.

Interpreting pathology as Weight errors and Reward Prediction Errors (RPE) in neural networks.

Attachment Theory

John Bowlby

Applying Internal Working Models (IWM) as Bayesian Priors for social interaction.

7 Core Psychological Dimensions & Weights

Select a variable from the list to see its definition and neural hypothesis.

Variable Title

Subtitle

Definition

Description goes here.

Neural Weight Hypothesis

Equation...

Evaluation Metric

  • Metric: -
  • Ref: -

Pathology (Red) vs Healthy (Blue)

Vector Space Model: State & Trait

State Simulation

Current emotional state rotates around the center (Trait) due to external shocks and Random Walk.