Welfare-friendly method developed for training macaques
8 November 2018
UCL researchers have developed a wireless touchscreen system for automated training of non-human primates used in research, as a less expensive and faster method that is better for the animals’ welfare.
Training non-human primates (NHPs) to perform cognitive tasks in the laboratory is a time-consuming process with important welfare and experimental limitations. To refine the practice, Dr James Butler and Dr Steve Kennerley (UCL Queen Square Institute of Neurology) developed Mymou, a novel system for automated training of NHPs within their home cage rather than in the laboratory.
The work has been recently published in Behavior Research Methods.
It can often take over a year to train a naïve NHP to perform a complex cognitive task. The animal must acclimate to their experimenters, including entering a testing chair and being transported to the laboratory. Once in the lab, the animal is typically trained for one or two hours per day, before either becoming tired or sated with reward, or so that the experimenter can train other animals with the equipment.
Laboratory-based training also has important welfare implications for the monkey: restricted mobility in the chair in combination with separation from the peer group may increase stress levels. Unlike in their home enclosure where monkeys can typically forage for food or explore their environment at will, during laboratory-based training the experimenter controls when the animal is tested, and hence when food or fluid rewards are available.
The Mymou system - a wireless tablet training system attached to their home enclosure – overcomes many of the disadvantages linked to the traditional approaches. The system:
- Can run continuously all day including weekends, without experimenter intervention
- Allows NHPs to select their preferred food or fluid reward on each trial
- Gives the NHPs more control as they can work when and for as long as they desire
- Can analyse task performance in real time and adapt the task parameters to expedite training
- Software and hardware design files are open source and freely available
- Complex tasks can be written with just a basic knowledge of programming
- Costs less than £400 and requires no specialist components
Other automated training systems require implanted microchips, social separation or labour-intensive manual sorting of footage for animal identification. In contrast, Mymou uses real-time facial recognition to accurately identify which monkey is using the system, and can even start specific tasks for each animal. This eliminates the need to separate the animals from their peer group to use the system.
The researchers validated the system using an associative learning task. The task consists of a network of stimuli arranged on a square grid (see image), where the goal is to learn how all the stimuli are connected. To solve the task the monkeys must learn a total of 48 different associations between the different images, which is a difficult enough task for a human to do, let alone a monkey.
In the study, the researchers used the device to train two male rhesus monkeys on the task. The animals were using the system unaided after only five days of training and would engage with the system throughout the day. There was a marked difference in their routines, confirming that different NHPs prefer to work or obtain fluid rewards at different times of the day, and the Mymou system accommodates this.
After just three weeks of being left alone with the tablet system, both monkeys achieved nearly perfect levels of knowledge of the task. This demonstrates that the device can be used to teach NHPs advanced cognitive tasks from their home environment.
Dr Butler said: “We’ve been using the device for two years now and are amazed at how well it has held up to daily use by the monkeys – we were expecting them to have at least broken one tablet system by now! The four monkeys that we’ve trained using the system have all learnt to use it quickly and we’re now excited at the prospect of rolling it out to other centres that are interested.“
Dr Kennerley added: “Training monkeys to perform cognitive tasks in the laboratory is time-consuming. We wanted to develop an affordable training system that monkeys could play with all day and earn different rewards, all from the comfort of their home environment. The Mymou system not only expedites training, it provides a platform for future wireless neuroscience experiments of various naturalistic behaviours.”
This work was supported by a Wellcome Trust New Investigator Award to Dr Kennerley.
- Butler JL, Kennerley SW (2018). Mymou: A low-cost, wireless touchscreen system for automated training of nonhuman primates. Behavior Research Methods pp1-14. doi: 10.3758/s13428-018-1109-5.
- Dr James Butler's academic profile
- Dr Steve Kennerley's academic profile
- Top: Rhesus monkey using Mymou system
- Bottom: A task that was used on the Mymou system. NHPs were taught a network of stimuli arranged in a grid, with each stimulus being associated with its neighbours.
- Both images courtesy the UCL research team