PLATFORM / MULTIMODAL FUSION

Different modalities.
Shared intelligence.

Align EEG, MRI, and other brain-data representations in a common computational framework for multimodal AI.

FUSION ENGINE

NEUMAGE / FUSION

FUSION ENGINE

Computational pipeline
for multimodal fusion.

1.Encode EEG

2.Encode Imaging

3.Align

4.Fuse

5.Model

MULTIMODAL DEMO

Switch between modality views to see how individual signals and images move toward a shared multimodal representation.

EEG
temporal

MRI
structural

DTI
connectivity

fMRI
functional

MULTIMODAL
SPACE
shared representation

ALIGNMENT94.2%

EMBEDDING768-D

MODALITIES04

Slice 48

CAPABILITIES

CROSS-MODAL ALIGNMENT

Map heterogeneous modalities into compatible latent spaces.

FEATURE FUSION

Combine engineered representations across multiple data sources.

REPRESENTATION FUSION

Learn shared latent representations from temporal and structural signals.

MULTIMODAL EMBEDDINGS

Create reusable representations for downstream models.

NEUMAGE.AI

Connect signal waveforms and anatomical volumes into a unified computational space.