ArticleCyborg and bionic systems (Washington, D.C.)2025
Cercus Electric Stimulation Enables Cockroach with Trajectory Control and Spatial Cognition Training.
Article in Cyborg and bionic systems (Washington, D.C.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
3 citing papers in PubMed.
- Construction, Control, and Application of Cyborg Animal Composed of Biological and Electromechanical Systems.Cyborg and bionic systems (Washington, D.C.) · 2026Review
- Zoborg: On-Demand Climbing Control for Cyborg Beetles.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Locust-Derived Biohybrid Muscle Actuators for Low-Power Explosive Jumping.Research (Washington, D.C.) · 2025Article
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Cyborg insects are highly adaptable for detection and recognition assignments, achieved through the electrical stimulation of multiple organs and nerves to control their locomotion. However, it remains unclear whether these control strategies can promote memory formation in insects, thereby facilitating their training for recognition assignments. In this study, we employed a steering control strategy for cyborg insects in operant learning training of cockroaches in a T-maze. Remarkably, cockroaches developed a preference for specific maze channels after only five consecutive sessions of unilateral cercus electrical stimulation and steering behavior induction, achieving a memory score of 83.5%, outperforming traditional punishing training schemes. The experimental results confirmed the effectiveness of electrical stimulation on the cercus in improving the spatial cognition of cockroaches by inducing them to make specific choices in the maze. Our study revealed that the artificial locomotion control strategy can not only prompt insects to execute predetermined locomotion but also facilitate the formation of preferential memory for specific trajectories. Overall, our study highlights the electrical stimulation of sensory organs as a robust and efficient training protocol for spatial recognition learning in insects.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.