bioRxivAnimal Behavior & CognitionPreprint
The Training Village: an open platform for continuous testing of rodents in cognitive tasks
Balma Serrano-PorcariD, Rafael Marin-Campos, Javier RodrígueziD, Caterina Barezzi, Harshkumar Vasoya, Donna KeaniD, Duncan Pottinger, Alex H. TayloriD, Hernando Martínez VergaraiD, Jaime de la RochaiD
Abstract
The development of new methods for dissecting neural circuits in rodents promises to transform the study of higher-order cognitive functions. However, the adaptation of complex cognitive tasks from humans to rodents remains very limited as these tasks require long periods of animal training with significant researcher expertise and effort. Multi-box setups can mitigate the problem but remain labor-intensive and costly to maintain. Newly developed home cage training systems, while minimizing costs, are limited to specific conditions and tasks. Here, we present the Training Village (TV), an open-source, affordable, and fully automated system for continuous rodent training. In the TV, a group of rodents lives in enriched arenas while individually accessing an operant box at any time. The system provides personalized training, continuous monitoring of task performance and home cage activity, and real-time remote supervision. Its graphical interface and modular design make it user-friendly and easy to integrate with other behavioral systems running a wide range of cognitive paradigms. We validated the TV across multiple tasks and cohorts of mice and rats, demonstrating efficient operant box usage, stable long-term task engagement, and its potential to link home cage behavior with task performance. Overall, the TV is an easy-to-adopt platform that can greatly accelerate brain research by fully automating rodent training in complex cognitive tasks.
- organism: mouse
- organism: rat
- assay: behavioral assay
- research focus: synaptic & neural circuits
- research focus: cell type annotation
- research focus: clustering
- research focus: trajectory inference
- approach: experimental assay
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- An integrated and scalable rodent cage system enabling continuous computer vision-based behavioral analysis and AI-enhanced digital biomarker development
Timothy L. Robertson, Michael Ellis, … Vivek Kumar·bioRxiv·Dec 18, 2024
- Novel and optimized mouse behavior enabled by fully autonomous HABITS: Home-cage Assisted Behavioral Innovation and Testing System
Bowen Yu, Penghai Li, … Yaoyao Hao·eLifePeer-reviewed·Sep 16, 2025
- CalliCog: an open-source cognitive neuroscience toolkit for freely behaving nonhuman primates
Jack T. Scott, Bruno L. Mendívez Vásquez, … James A. Bourne·bioRxiv·Nov 26, 2024
- Robean: A Standalone Freeware for Automated Rodent Neurobehavioural Analysis with Integrated Tracking, Visualization, and Reporting
Vikas Mishra, Rajkumar Verma, … Ravinder Kumar Kaundal·bioRxiv·Jul 17, 2026
- High-throughput automatic training system for odor-based learned behaviors in head-fixed mice
Zhe Han, Xiaoxing Zhang, … Chengyu Li·Frontiers in Neural CircuitsPeer-reviewed·Feb 13, 2018
- A Low-Cost, Modular Hardware and Software Platform for Head-Fixed Mouse Decision-Making Tasks
Maxwell B. Madden, Mahee Khatri, … Rafiq Huda·bioRxiv·Aug 17, 2026