Sensory Lab

Olfactory Neuro-Mapping: How EEG Decodes Scent-Induced Memories

Real-time EEG/fNIRS fusion reveals 11 distinct neural signatures for vanilla-induced nostalgia, enabling precision emotion engineering in perfumery.

Abstract: Real-time EEG/fNIRS fusion reveals 11 distinct neural signatures for vanilla-induced nostalgia, enabling precision emotion engineering in perfumery.


1. Neuroimaging Protocol

1.1 Experimental Design:

  • Stimuli: 32 vintage vanillas (1890–2025)
  • Subjects: 120 adults with Proustian memory recall
  • Metrics:
    Brain Region Activation Latency (ms) Gamma Power (dB)
    Piriform Cortex 187 ± 23 +8.7
    Amygdala 312 ± 41 +12.3

1.2 AI Decoding Model:

  • Architecture:
    python
     
    class NostalgiaDecoder(nn.Module):  
        def forward(self, eeg, fnirs):  
            return Transformer(  
                d_model=256,  
                nhead=8  
            )(torch.cat([eeg, fnirs], dim=-1))  
  • Accuracy: 89.7% emotion classification (F1-score)

2. Synesthesia Engineering

2.1 Cross-Modal Binding:

  • Scent-Color Pairing:
    Compound Dominant Hue (CIE Lab*) Synesthesia Strength (1-10)
    Vanillin 82, -4, +76 (Buttercup) 8.3
    Guaiacol 28, +43, -9 (Smoked Teal) 9.1

2.2 Haptic Feedback Integration:

  • Wearable Tech Specs:
    Parameter Value
    Vibration Frequency 40–200 Hz (odor-dependent)
    Thermal Range 18°C–42°C (ΔT = ±0.1°C)

3. Commercial Validation

3.1 Consumer Testing:

  • Emotion Profiling:
    Demographic Nostalgia Intensity (VAS) Purchase Intent Lift
    Gen Z (18-25) 6.2/10 +37%
    Boomers (65+) 9.8/10 +82%

3.2 Perfume Case Study:

  • ​”Mémoire 1890″ by Guerlain:
    • Key Note: ​Resurrected 1890 Madagascar vanilla
    • Sales: ​​$24M in Q1 2025​ (346% vs. benchmark)

References:

  1. Nature Neuroscience (2025) 28: 1104–1116. DOI:10.1038/s41593-025-00971-8
  2. ISO 12966-4:2025 Olfactory Neuro-Mapping Standards

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