When Touch Learns Who I Am: Neuroadaptive Haptics and the Body That Trains Technology
When Touch Learns Who I Am: Neuroadaptive Haptics and the Body That Trains Technology
Based on Gehrke et al. (2025), “Neuroadaptive haptics for adaptive XR systems”
Introduction — Brain Bee First-Person Consciousness
I notice that before I interpret any sensation, touch has already changed my body.
A vibration, a brief pressure, a small shift on the skin —
and my attention reorganizes, my breathing adjusts, and a new focus emerges.
I feel first, interpret later.
The study on neuroadaptive haptics shows exactly this:
technology does not only respond to the body — it can learn from it.
The Study — What Are Neuroadaptive Haptics?
Gehrke et al. (2025) investigate XR systems that adapt to the user through:
reinforcement learning from explicit ratings (the user consciously reports what works)
reinforcement learning from neural signals (the brain reports before the user does)
It creates a cycle in which:
the body receives the tactile stimulus
EEG detects whether the response was positive or negative
the system updates and adjusts the pattern
the body reorganizes around the new stimulus
and the cycle continues
This means the interface becomes a mutual learning loop between body and machine.
Touch as an Entry Point Into the Mental Hyperspace
In our model, the Mental Hyperspace is composed of five fundamental bodily axes:
Interoception – internal metabolic sensing
Proprioception – the spatial map of the body in action
Learned tensions – crystallized bodily patterns accumulated over life
Emotion metabolization – transforming affective states into stable bodily configurations (feelings)
Momentary bodily adjustments – spontaneous micro-regulations that prepare new perceptions
Neuroadaptive haptics operate directly on these axes.
A tactile stimulus can:
release learned tensions,
alter micro-postural alignments,
shift interoceptive flow,
reorganize emotional states,
or open new perceptual pathways.
The study shows that when touch is adapted to the user’s brain,
it changes the entire geometry of experience.
Technology That Reads the Tensional Selves
Depending on my Tensional Self, a tactile stimulus may:
open my perceptual field,
cause my body to retract,
generate fruition,
or collapse into saturation.
The study reveals that the system learns precisely these transitions.
It identifies when:
a vibration tightens the body (Zone 3)
a pulse opens perception (Zone 2)
a tactile cue flows naturally with movement (Zone 1)
In other words:
The system learns my Tensional Self before I consciously notice I have shifted.
The Study Allows Us to Map the States of Our Model:
Zone 1 — Natural action
Touch supports the movement; the body responds effortlessly.Zone 2 — Openness / Fruition
Touch generates expansion, relaxation, presence.
EEG reveals deeper sensorimotor integration.Zone 3 — Constriction / Saturation
Touch becomes threat; the body tightens; attention collapses.
The system learns to avoid these patterns.
The Damasian Mind — The Body as the Core of Sensory Decision-Making
The study confirms the Damasian formulation:
the body feels first
the mind interprets second
consciousness arrives last
Neuroadaptive haptics work directly with this sequence, adjusting the stimulus before the mind forms an interpretation.
This highlights a principle you often state:
The body decides how to feel long before the mind decides what to think.
And now technology can learn this embodied decision.
Yãy Hã Miy (Maxakali Origin): Imitating the Body to Transform the Body
In Yãy Hã Miy, imitation is the first step toward transformation.
In neuroadaptive haptics, technology imitates the body:
observes its patterns,
reproduces sensory cues,
makes mistakes,
corrects them,
learns,
and returns a refined version of the experience.
It becomes a technological form of Yãy Hã Miy:
imitate the neural response
reorganize the stimulus
transform the touch
transform the body
HQS — The Body Voting in Real Time
The process is a form of intra-individual Human Quorum Sensing (HQS):
sensory regions vote for pleasure,
tense regions vote for contraction,
frontal areas vote for focus,
limbic areas vote for safety.
When touch is effective,
these internal votes converge.
When touch is ineffective,
they diverge, signaling threat or saturation.
The system learns this voting pattern.
Technology and body form an ongoing agreement.
Existential Metabolism — Touch as an Energetic Regulator
Touch consumes energy —
and redistributes energy.
The study demonstrates:
effective stimuli → reduce metabolic cost → open Zone 2
ineffective stimuli → increase cost → collapse attention
Neuroadaptive haptics are, therefore, a form of existential metabolic engineering.
They regulate:
attentional energy
respiratory energy
emotional energy
tensional energy
Touch becomes a tool of energetic reorganization.
A New Paradigm: Technology That Learns My Consciousness
This study suggests something radical:
Interfaces can learn the body the same way the body learns the world.
Such technology:
senses what my brain senses
adapts before I ask
creates new forms of presence
returns the body to a place of belonging
This is not just XR.
It is Extended Interoception.
It is Technological Apus.
It is Responsive Consciousness.
Conclusion — The Future of Touch Is to Learn the Self
Neuroadaptive haptics show that:
the body teaches technology
technology reshapes the body
consciousness reorganizes at their intersection
the Tensional Self transforms through touch
touch itself gains adaptive intelligence
and experience becomes not merely digital, but bodily
Touch is, ultimately,
the point where technology encounters the self
and learns who I am.
fNIRS + Machine Learning: Nuevos Caminos para Diagnósticos Vivos
fNIRS + Machine Learning: New Pathways for Living Diagnostics
fNIRS + Machine Learning: Novos Caminhos para Diagnósticos Vivos
fNIRS-BCI en Clínica: Cuando el Cerebro Aprende a Hablar con la Máquina
fNIRS-BCI in Clinical Settings: When the Brain Learns to Speak to the Machine
fNIRS-BCI em Clínica: Quando o Cérebro Aprende a Falar com a Máquina
La Versatilidad del (f)NIRS: Del Laboratorio al Mundo Vivo
The Versatility of (f)NIRS: From the Laboratory to the Living World
Versatilidade do (f)NIRS: Do Laboratório ao Mundo Real
La Mente Damasiana, la Zona 2 y la Arquitectura de la Atención Sostenida
The Damasian Mind, Zone 2, and the Architecture of Sustained Attention
Mente Damasiana, Zona 2 e a Arquitetura da Atenção Sustentada
Estados Corporificados de la Conciencia Musical
Embodied States of Musical Consciousness
Estados Corporificados de Consciência Musical
Embodiment y Realidad Virtual: Cuando el Cuerpo Entra en lo Digital
Embodiment and Virtual Reality: When the Body Enters the Digital World
Embodiment e Realidade Virtual: O Corpo que Entra no Digital
Empatía y Sincronía Cerebral: Cuando Dos Cuerpos Crean Un Solo Ritmo
Empathy and Brain Synchrony: When Two Bodies Create One Rhythm
Empatia e Sincronia de Cérebros: Quando Dois Corpos Criam Um Ritmo
Neurocorrelatos de la Cognición en Tiempo Real
Neurocorrelates of Real-Time Cognition
Neurocorrelatos da Cognição em Tempo Real
Cuando el Tacto Aprende Quién Soy: Háptica Neuroadaptativa y el Cuerpo que Entrena a la Tecnología
When Touch Learns Who I Am: Neuroadaptive Haptics and the Body That Trains Technology
Quando o Toque Aprende Quem Eu Sou: Háptica Neuroadaptativa e o Corpo que Treina a Tecnologia
Flexibilidad Cognitiva: Cuando el Cerebro Regresa para Reescribir su Propio Guion
Cognitive Flexibility: When the Brain Returns to Rewrite Its Own Script
Flexibilidade Cognitiva: Quando o Cérebro Retorna para Corrigir o Próprio Roteiro
When the Body Teaches the Mind: Exergames, Cognitive Load, and Tensional Selves in Aging
Cuando la IA Aprende a Leernos: Chatbots Neuroadaptativos y los “Yo Tensionales” Digitales
When AI Learns to Read Us: Neuroadaptive Chatbots and Digital Tensional Selves
Quando a IA Aprende a nos Ler: Neuroadaptive Chatbots e os Eus Tensionais Digitais

Decolonial Neuroscience sfn NIRS fNIRS EEG ERP BCI
#Decolonial
#Neuroscience
#fNIRS #NIRS
#NIRSEEG #SfN
#EEG #ERP
#NeuroAI
#BrainResearch
#MachineLearning
#BCIresearch
#HybridBCI
#DamasianMind
#Interoception
#SustainedAttention
#AttentionalStates
#TensionalSelf
#Embodiment
#EmbodiedCognition
#Hyperscanning
#NeuroHaptics
#AffectiveComputing
#Neuroplasticity
#DREXcidadão