Cognitive Neuroscience Task Design
Cognitive Data
Our Cognitive Task Design services provide fully customizable experimental paradigms for behavioral and neuroimaging research.
Each task is designed based on established RDoC domains and cognitive constructs, supporting integration with EEG, fMRI, Eye-Tracking, and behavioral data acquisition systems.
1- Core Cognitive Systems: Memory Tasks, Attention Tasks, Language Tasks, Perception/Sensorimotor Tasks, Executive Function Tasks
2- Affective and Decision-Making Systems: Decision-Making Tasks, Positive/Negative Valence Tasks, Arousal/Regulatory Tasks
3- Social and Emotional Cognition: Social Cognition Tasks, Affective Communication, Interpersonal Decision-Making
Supported Platforms and Features:
- Implementation Tools: PsychoPy, Psychtoolbox, jsPsych, lab.js
- Stimulus Types: text, image, audio, video, or multimodal stimuli
- Compatibility: synchronized with EEG, fMRI triggers, or eye-tracker event markers
- Response Modes: keyboard, mouse, button box, touchscreen, or web input
- Data Export: CSV, JSON, or neuroimaging-compatible formats
Behavioral Data Analysis
Cognitive Data
Our Behavioral Data Analysis framework provides comprehensive tools for extracting, modeling, and interpreting behavioral performance across cognitive, affective, and social paradigms. We support data derived from task-based experiments, online platforms, and neuroimaging-linked behavioral measures, ensuring alignment between behavioral and neural indices.
1-Performance & Response Metrics
We quantify participants’ task performance to characterize accuracy, speed, and efficiency of cognitive processing.Supported methods include:
- Reaction Time (RT) Analysis
- Accuracy & Error Rates
- Speed–Accuracy Tradeoff
- Condition & Trial-Level Modeling
2-Cognitive & Computational Modeling
We implement advanced modeling frameworks to infer latent cognitive mechanisms from observable behavior.Supported methods include:
- Drift Diffusion Models (DDM)
- Reinforcement Learning (RL) Models
- Bayesian and Hierarchical Models
- Signal Detection Theory (SDT)
