Building brain-inspired AI models for understanding and improving cognition
NeuroTrust develops brain-inspired AI models grounded in neural dynamics.We combine neuroscience, dynamical systems, and machine learning to build
interpretable, biologically informed AI systems.
We develop neural ODE models of canonical cortical microcircuits,
capturing interactions between excitatory and inhibitory populations
across hierarchical brain regions.These models enable parameter-efficient learning and provide a bridge
between biological neural systems and modern AI.
neural ODEs • brain-inspired hardware & software • interpretable AI
Modern AI systems lack grounding in real neural systems.By building models inspired by biological intelligence, we aim to create
AI that is more interpretable, robust, and aligned with human cognition.
Founded by PK Douglas, PhD, a neuroengineer and computational neuroscientist working at the intersection of neuroscience and artificial intelligence.Research focuses on biologically grounded generative models of brain function, including neural ODE frameworks linking white matter microstructure to large-scale brain dynamics.Building toward a new class of brain-inspired AI systems
• Neural Dynamics • Graph ODEs • Generative Models
Contact: neurotrustai AT gmail DOT com