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Real-time behavior monitoring
Continuous capture of position, pose, and activity — single or multi-animal sync tracking with full behavioral timelines.
Closed-loop Control
Intelligent Closed-loop Behavior Detection System
AI-Driven · Real-time Response
Real-time animal behavior monitoring with AI-driven precise recognition and closed-loop feedback control. High-precision position and pose tracking for single or multiple animals — deep learning detects user-defined behavior patterns and triggers external devices (optogenetics, electrophysiology stimulators, recording systems, etc.) via flexible rules for seamless detect-to-intervene closed loops.
AI
Behavior ID
Real-time
Loop trigger
Multi
Device sync
Sense → Act Loop Loop active
Features
Integrating behavior sensing, intelligent classification, and device intervention in one real-time chain — upgrading experiments from passive observation to active closed-loop control.
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AI precise behavior recognition
Deep learning detects user-defined behavior patterns — fewer false triggers, more targeted intervention.
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Closed-loop feedback control
Flexible rules drive optogenetics, electrophysiology, recording, and more — integrated detection and intervention.
Behavior Detection
High-precision sensing layer — reliable, low-latency behavioral input for closed-loop control.
Position & pose tracking
High-precision 3D position and pose estimation for fine behavior classification and spatial triggers.
Multi-animal sync
Individual ID binding and parallel tracking for social and competitive paradigms.
Deep learning recognition
User-defined target behavior classes — models trained and deployed for recognition.
Low-latency detection
Millisecond-scale detection pipeline for time-sensitive optogenetic and electrophysiological intervention.
Flexible rule engine
Combine behavior conditions, time windows, and logic for custom trigger strategies.
Full-chain logging
Synchronized logs of behavior, classification, and device triggers for replay and publication.
Closed-loop Control
From intelligent detection to precise intervention — a configurable, extensible closed-loop execution layer.
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Behavior capture
Real-time multimodal video and sensor input
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AI recognition
Match user-defined target behavior patterns
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Rule evaluation
Configured logic decides whether to trigger intervention
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Device action
Drive external stimulation/recording devices
Optogenetics
Behavior-triggered optical stimulation for causal circuit intervention
Electrophysiology
Timed or conditional stimulation via linked stimulators
Recording systems
Auto start/mark sync recording windows aligned to behavior events
Other I/O
Custom external device interface extensions supported
Applications
For causal circuit intervention, behavior-contingent stimulation, and automated experiments.
Causal circuit research
Precise optogenetic or electrical stimulation at specific behaviors — parse circuit function.
Behavior-contingent paradigms
Animal spontaneous behavior as trigger — closed-loop learning or reward-association tasks.
Long-term automated monitoring
24/7 monitoring with conditional intervention — less manual oversight and operator bias.
Multimodal data alignment
Align behavior events with electrophysiology, imaging, and other timestamped recordings.
Specifications
Modular architecture for lab-specific device and paradigm integration.
CoreReal-time monitoring · AI recognition · closed-loop trigger
TrackingSingle / multiple animals
DevicesOptogenetics · electrophysiology · recording · extensible I/O
RulesVisual rule editor · flexible logic composition
DeploymentSystem integration · device commissioning · custom paradigms
Book Closed-loop Detection Demo
Contact us for AI behavior recognition, rule configuration, and device integration — build your intelligent closed-loop platform.