A Systematic Framework for Sensory-Expressive Interfaces (SEI) in Human-Machine Interaction

This research introduces Sensory-Expressive Interfaces (SEI) which serve as the basic connection between human thinking processes and digital systems. SEIs contain biological interaction methods such as sight, hearing and speech which have historically been used to facilitate human-machine communication. Traditional SEIs have lost their dominance to Cognitive Communication Layers (CCLs) which use brain-computer interfaces (BCIs) to transform thinking and intentional concepts into the primary method of interaction. The research examines organic SEIs (oSEIs) development into intelligent SEIs (iSEIs) before it forecasts a future where humans unite with machines through cyborgs and AI-borgs within one cognitive environment. The framework delivers scientific as well as technological and philosophical foundations to explain both the transition to this future and the practical methods of human-machine symbiosis achievement.

Authors

Publication Details

Journal
Technix International Journal for Engineering Research
Published
2025-01-01
DOI
https://doi.org/10.56975/tijer.v12i5.157844
Primary Topic
Emotion and Mood Recognition
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Systematic Framework for Sensory-Expressive Interfaces (SEI) in Human-Machine Interaction

Jackson Andrew Srivathsan
Technix International Journal for Engineering Research
Emotion and Mood Recognition
article

A Systematic Framework for Sensory-Expressive Interfaces (SEI) in Human-Machine Interaction

Jackson Andrew Srivathsan
article en

Abstract

This research introduces Sensory-Expressive Interfaces (SEI) which serve as the basic connection between human thinking processes and digital systems. SEIs contain biological interaction methods such as sight, hearing and speech which have historically been used to facilitate human-machine communication. Traditional SEIs have lost their dominance to Cognitive Communication Layers (CCLs) which use brain-computer interfaces (BCIs) to transform thinking and intentional concepts into the primary method of interaction. The research examines organic SEIs (oSEIs) development into intelligent SEIs (iSEIs) before it forecasts a future where humans unite with machines through cyborgs and AI-borgs within one cognitive environment. The framework delivers scientific as well as technological and philosophical foundations to explain both the transition to this future and the practical methods of human-machine symbiosis achievement.

Technix International Journal for Engineering ResearchVol. 12(5)
Reduced inequalities
Openalex Percentile: Top 90%
Emotion and Mood Recognition
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.