Research & Collaboration
PerceptMX collaborates with researchers, institutions, and organizations to design, refine, and validate measurement systems.
Support may include methodology planning, instrument and task design, data modeling, and implementation. Selected collaborative
projects and technical outputs may be disseminated through the PerceptMX platform.
Apply the framework to your project
PerceptMX supports projects where measurement rigor, deployment constraints, or validation requirements require a structured approach.
Typical engagements include defining measurement targets and primary outcomes, selecting tasks or instruments, specifying administration and scoring,
and establishing reliability, validity, and interpretability targets appropriate to the population and use context.
Collaboration process
Collaborations typically begin with a scoping discussion to clarify the measurement objective, population, constraints, and required outputs.
Projects may proceed through prototyping, pilot testing, iterative refinement, and validation planning, with implementation options tailored to
online delivery, controlled distribution, or hybrid workflows.
Hosting and dissemination
PerceptMX can host assessment systems, supporting controlled access, versioning, and documentation. For some projects, dissemination may include
technical reports, usage guidance, and research outputs aligned with the intended application (clinical, research, or ecological monitoring).
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 neural 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.