Research Status: Paused

The Silicon
Brain Architecture.

SynthAILabs is exploring the convergence of neuroscience and AI. Our research posits that Mixture of Experts (MoE) is the most compelling analogue to biological functional specialization.

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Sparse Activation

Mimicking the brain's energy imperative by only engaging relevant parameters.

BI-HME

A hierarchical model transitioning from sensory primitives to abstract reasoning.

Modularity

Leveraging domain-specific 'experts' as the functional units of intelligence.

Latest Publications

The Silicon Brain: MoE as a Model for Neural Architecture

White Paper2024

"The Mixture of Experts (MoE) architecture represents one of the most compelling computational analogues to the brain's principle of functional specialization to date".

ABSTRACT•PDF (2.4 MB)