Research & Collaboration
PerceptMX collaborates on projects where complex evidence needs to become a usable measurement, data, or reporting system.
The work is useful when existing tools do not fit the question, the evidence is scattered across sources, or a project needs a structured way to collect, analyze, document, and explain findings.
When Existing Tools Do Not Fit
PerceptMX is a good fit when existing tools do not provide the measure, task, scoring method, report, dataset, or applied research tool a project requires.
Projects usually begin by clarifying what needs to be understood, what evidence is available, how results will be used, and what form the output should take.
Collaboration Process
Collaborations usually begin with a focused scoping discussion: what needs to be measured, who or what is being assessed, what data are available, how the tool will be used, and what output is needed.
From there, work can move into prototype design, pilot testing, data review, validation planning, reporting, deployment, or technical documentation.
Hosting And Dissemination
PerceptMX can support controlled web-based delivery, versioning, documentation, technical reports, usage guidance, and selected public or restricted-access outputs when a project needs to move from analysis into practical use.
Selected collaborative work
Physiological assessment of pain
Applied clinical measurement • multimodal signal capture and modeling
Technology development focused on quantifying pain-related physiology under controlled conditions,
with emphasis on repeatable administration, signal quality control, and analysis pipelines designed
to support clinically meaningful inference.
Leatherback turtle ecological monitoring
Environmental and ecological application • field-constrained measurement
Technology development addressed real-world monitoring constraints by supporting
standardized data collection and interpretation under variable field conditions,
enabling measurement practical for conservation and ecological decision-making.
ERP evidence of mental imagery
Basic research • event-related potentials and time-resolved measurement
Time-resolved electrophysiological measurement using structured stimulus presentation
and latency-specific response markers to characterize perceptual processing.
Adaptation to natural facial categories
Basic perceptual science • controlled adaptation paradigm
Perceptual measurement using controlled stimulus adaptation and systematic response
shifts to characterize structure in natural facial category perception.