The NOSS Classification System

The Neural Oscillatory Spectroscopy System — a twelve-sector diagnostic classification mapping oscillation signatures to clinical conditions, grounded in DSM-5/HiTOP alignment and validated EEG research. Each sector scored continuously on a 0-100 scale enabling multi-label classification.

Classification Overview

Twelve sectors. One classification. One map.

I
Mood
II
Anxiety
III
Psychotic
IV
Neurocognitive
V
Developmental
VI
Optimal
VII
TBI/CTE
Sectors
12
VIII Neurodegenerative
IX Captivity/Coercive
X Substance Use
XI Dissociative
XII Personality
I

Mood Disorders

Alpha asymmetry patterns · Sectors P-01, P-02

Mood disorders are characterized by persistent disturbances in emotional state — depression, mania, or cycling between the two. NOSS identifies these through frontal alpha asymmetry patterns, elevated theta activity during emotional processing, and characteristic shifts in beta/gamma ratios during state transitions.

Oscillatory Profile

Delta
Theta
Alpha
Beta
Gamma
Alpha asymmetry Elevated theta Reduced gamma binding

Mapped Conditions

  • Major Depressive Disorder (MDD)
  • Bipolar I / II Disorder
  • Persistent Depressive Disorder
  • Cyclothymic Disorder
  • Seasonal Affective Disorder
II

Anxiety Spectrum

Elevated beta activity · Sectors P-03, P-04

Anxiety spectrum disorders produce distinctive patterns of elevated beta power, reduced alpha relaxation response, and disrupted theta-gamma coupling during threat processing. PTSD adds unique temporal fragmentation markers and dissociative coherence breaks.

Oscillatory Profile

Delta
Theta
Alpha
Beta
Gamma
Elevated beta Reduced alpha Theta-beta imbalance

Mapped Conditions

  • Generalized Anxiety Disorder (GAD)
  • Post-Traumatic Stress Disorder (PTSD)
  • Panic Disorder
  • Social Anxiety Disorder
  • Obsessive-Compulsive Disorder
III

Psychotic Spectrum

Gamma 40Hz deficits · Sectors P-04.3, P-04.4

Psychotic spectrum conditions are marked by disrupted gamma synchrony — particularly at 40Hz — cross-band coherence degradation, and elevated delta intrusion. Narratives display loose associations, reality-testing failures, and fragmented causal logic.

Oscillatory Profile

Delta
Theta
Alpha
Beta
Gamma
40Hz gamma deficit Coherence disruption Delta intrusion

Mapped Conditions

  • Schizophrenia
  • Schizoaffective Disorder
  • Brief Psychotic Disorder
  • Delusional Disorder
IV

Neurocognitive

Theta slowing · Sectors P-05, P-06

Neurocognitive conditions produce progressive theta slowing, reduced alpha peak frequency, and deteriorating cross-band coupling. Narratives show declining temporal specificity, word-finding difficulties, and progressive loss of narrative complexity.

Oscillatory Profile

Delta
Theta
Alpha
Beta
Gamma

Mapped Conditions

  • Alzheimer's Disease
  • Vascular Dementia
  • Lewy Body Dementia
  • Mild Cognitive Impairment
V

Developmental

Atypical coupling · Sectors P-07, P-08

Developmental conditions show atypical cross-frequency coupling patterns — not deficits per se, but divergent oscillatory architectures. ADHD shows characteristic theta-beta ratio elevations, while ASD displays altered gamma coherence patterns.

Oscillatory Profile

Delta
Theta
Alpha
Beta
Gamma

Mapped Conditions

  • Autism Spectrum Disorder (ASD)
  • ADHD
  • Specific Learning Disorders
VI

Optimal States

Balanced bands · Sectors P-09, P-10

The healthy baseline — characterized by balanced oscillatory power across all bands, strong alpha rhythm, robust theta-gamma coupling, and flexible state transitions. This is what "cognitive wellness" looks like in oscillatory terms.

Oscillatory Profile

Delta
Theta
Alpha
Beta
Gamma

Characteristics

  • Healthy baseline functioning
  • Strong emotional regulation
  • Cognitive flexibility
  • Effective memory consolidation
VII

TBI / CTE

Coherence degradation · Sectors P-11, P-12

Traumatic brain injury produces coherence degradation across all frequency bands, with particular disruption in alpha-gamma coupling. Severity correlates with the breadth of cross-band disruption. CTE shows progressive deterioration patterns over longitudinal assessment.

Oscillatory Profile

Delta
Theta
Alpha
Beta
Gamma

Mapped Conditions

  • Acute TBI (mild, moderate, severe)
  • Chronic Traumatic Encephalopathy
  • Post-Concussion Syndrome
  • Blast-Related TBI
VIII

Neurodegenerative

Progressive oscillatory decline · Sectors P-08

Neurodegenerative conditions produce progressive, irreversible oscillatory deterioration distinct from neurocognitive patterns. Parkinson's prodromal markers, ALS cognitive involvement, and Huntington's disease each show characteristic degradation trajectories detectable through longitudinal narrative analysis.

Oscillatory Profile

Delta
Theta
Alpha
Beta
Gamma

Mapped Conditions

  • Parkinson's Disease (prodromal markers)
  • ALS Cognitive Involvement
  • Huntington's Disease
  • Multiple Sclerosis Cognitive
IX

Captivity & Coercive Trauma

Sustained coercive control signatures · Sectors P-09

Distinct from acute trauma (PTSD in Sector II), captivity and coercive control produce unique oscillatory signatures reflecting sustained identity erosion, learned helplessness, and complex attachment disruption. Narratives show characteristic compliance language, identity fragmentation, and temporal distortion patterns.

Mapped Conditions

  • Complex PTSD (ICD-11)
  • Coercive Control Syndrome
  • Trafficking Survivor Profiles
  • POW/Hostage Cognitive Effects
X

Substance Use

Addiction oscillatory patterns · Sectors P-10

Substance use disorders produce characteristic oscillatory disruptions — reward circuitry dysregulation reflected in theta-beta coupling, impulsivity markers in reduced alpha, and craving states with elevated beta. Narratives show future-discounting language and impaired consequence processing.

Mapped Conditions

  • Alcohol Use Disorder
  • Opioid Use Disorder
  • Stimulant Use Disorder
  • Polysubstance Patterns
XI

Dissociative

Fragmented integration signatures · Sectors P-11

Dissociative conditions produce unique oscillatory signatures characterized by compartmentalized processing — distinct from the DISS-T integration pattern. Full dissociative disorders show measurable shifts in oscillatory coherence between identity states and characteristic narrative discontinuity markers.

Mapped Conditions

  • Dissociative Identity Disorder
  • Depersonalization/Derealization
  • Dissociative Amnesia
XII

Personality

Stable maladaptive oscillatory patterns · Sectors P-12

Personality disorders produce stable, enduring oscillatory patterns — not episodic disruption but consistent maladaptive architecture. Borderline personality shows characteristic affective instability oscillations, narcissistic patterns show empathy-circuit hypoactivation, and antisocial patterns show reduced emotional resonance signatures.

Mapped Conditions

  • Borderline Personality Disorder
  • Narcissistic Personality Disorder
  • Antisocial Personality Disorder
  • Cluster C Patterns
Integration Dynamics

Six patterns of psychological integration.

Beyond category classification, NOSS assesses how the mind integrates information — the dynamic quality of cognitive processing expressed through theta-gamma coupling patterns.

NORM-I
Normal Integration
Healthy processing — flexible, adaptive, and balanced. The mind integrates new information effectively with existing knowledge structures.
STUCK
Repetitive Processing
Rumination patterns — the mind cycles through the same content without resolution. Characteristic of depression and obsessive conditions.
DISORG
Disorganized Integration
Chaotic processing — information fails to cohere into organized structures. Associated with psychotic states and severe stress responses.
HYPER
Hyper-Integration
Over-connection — the mind creates excessive links between unrelated content. Seen in manic states and some psychotic presentations.
AVOID
Avoidant Processing
Suppression — the mind actively blocks certain content from integration. Common in PTSD, phobias, and grief avoidance patterns.
DISS-T
Dissociative-Trauma
Fragmented processing — traumatic content is compartmentalized and disconnected from the main narrative stream. Indicates dissociative responses.

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