A View from Emily Singer
New Evidence of the Brain's Remarkable Flexibility
Monkey’s can quickly adapt to neural prostheses.
A new study of neural prostheses in monkeys suggests that learning to control a robotic arm with the power of thought may happen more naturally than scientists had expected. Jose Carmena and Karunesh Ganguly at the University of California, Berkeley (UCB), found that the animals create a mental map of the device, much as we do when learning to swim or swing a tennis racket.
A number of labs have already shown that monkeys–and in a few cases, humans–with electrodes implanted into their brains can learn to control a computer cursor or robotic arm. To train the subjects, scientists first record the activity in a group of neurons as the monkey moves its real arm (or in the case of a paralyzed human, as the person imagines moving his or her arm). Researchers then analyze the neural activity to develop a decoding algorithm that can translate the pattern of brain-cell firing into an action–say, moving a cursor to a certain point on a computer screen.
In the new study, published today in the journal PLoS Biology, monkeys learned to precisely control a computer cursor over a few days. As the animals became proficient at the task, the researchers identified a specific pattern of neural activity in the brain associated with the movement. “The profound part of our study is that this is all happening with something that is not part of one’s own body. We have demonstrated that the brain is able to form a motor memory to control a disembodied device in a way that mirrors how it controls its own body. That has never been shown before,” said Carmena in a press release from UCB.
The research also suggests that optimizing the decoders may not be as important as expected. A few weeks after the monkeys learned to control the arm with the original decoder, Carmena and Ganguly introduced a new one, indicated by a different colored cursor. According to the release:
As the monkeys were mastering the second decoder, the researchers would suddenly switch back to the original decoder and saw that the monkeys could immediately perform the task without missing a beat. The ability to switch back and forth between the two decoders shows a level of neural plasticity never before associated with the control of a prosthetic device. “This is a study that says that maybe one day, we can really think of the ultimate neuroprosthetic device that humans can use to perform many different tasks in a more natural way,” said Carmena.
Couldn't make it to EmTech Next to meet experts in AI, Robotics and the Economy?Go behind the scenes and check out our video