Image Credit: Hector Picard/ Marie LaFauci
Restoring Touch Through Electrodes Implanted in the Human Brain will Require Engineering Around a Sensory Lag
More than 5 million people in the United States are affected by limb loss or paralysis. Technological devices that directly interact with the brain, known as brain-computer interfaces, offer the potential to decode an individual’s thoughts and translate them into action using a robotic arm or a cursor on a screen. These neuroprosthetics can take the place of an amputated or paralyzed arm, for instance, helping the user take an action.
Much research in this field to date has focused on decoding brain signals – what is it that the person wants to do?
But there’s another equally important part of any real-world prosthetic system. It needs to be able to convey information in the other direction, too, back to the brain to provide feedback from the external world. Think about how challenging it would be to interact with the world in the absence of touch. Tasks such as lighting a match, picking up an egg and grasping a coffee cup become tremendously difficult.
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This article was republished with permission from The Conversation, a news site dedicated to sharing ideas from academic experts. It was written by and represents the research-based opinions of David Caldwell Neurological Surgery Resident, University of California, San Francisco. Rajesh P. N. Rao Professor of Computer Science and Engineering and Director of the Center for Sensorimotor Neural Engineering, University of Washington. |
At the University of Washington’s Center for Neurotechnology, our team is working out how best to engineer stimulation to the brain to restore tactile sensations that allow people to perform useful tasks. To this end, we are studying how people respond to sensation triggered by electrical stimulation of the brain. Our goal is to help devise a system that someday will allow someone who has lost the sense of touch to feel a loved one’s hand again.
Speed of Natural Touch Versus Brain Stimulation
To help localize the origin of a patient’s seizures prior to removing brain tissue to potentially help their epilepsy, Ojemann and Ko temporarily implant small, metal electrodes on top of and within the patient’s brain. These electrodes monitor the brain’s epileptic seizures so the neurosurgeons know where – and where not – to operate.
Our experiments use those same electrodes in two ways. We can record the electrical activity of the brain’s neurons. And we are also able to inject small amounts of electric current into specific parts of the brain. When we send a small burst of electricity to the touch-processing areas of the brain, the person experiences tactile sensations. In other words, when we activate particular neurons with electricity, the volunteer experiences it as if we were touching a particular part of their body.
In one study, we wanted to understand which tactile sensation an individual would perceive faster – artificial stimulation due to direct electrical stimulation of the brain via electrode, or natural tactile sensation due to a real touch on the patient’s hand?
We asked our subjects to press a button as quickly as possible using the hand opposite to where they felt the sensation. They were blindfolded to eliminate the potential for visual feedback that might confound our results.
Response times to direct stimulation of neurons in the brain were slower than response times to natural touch. Caldwell and Rao, CC BY-ND
What we discovered was surprising. Individuals responded more slowly to direct stimulation of their brain’s primary somatosensory cortex compared to a natural touch to their fingers. Even though an electric signal directly from the electrode in the brain bypassed all the peripheral nerves between the hand and head, the signal that traveled the longer journey up the ascending sensory nerves registered first.
This result held up even when we tested subjects again after a short break, suggesting that it cannot be explained solely as a novel sensation that the subjects needed time to learn.
Previous studies in nonhuman primates have found similar delays in reaction time relative to natural touch when researchers delivered electrical stimulation to a single location within somatosensory cortex. On the other hand, more recent research using multiple electrodes to stimulate somatosensory cortex in nonhuman primates found that such electrical stimulation could elicit response times slightly faster than natural touch.
Together, these studies demonstrate the complexities of stimulating the brain to replace natural tactile feedback. Future technologies and engineering strategies will need to take into account variability in touch sensation depending on how electrical stimulation is targeted in the brain.
Engineering Around a Sensory Lag
By discovering a delay in how people respond to direct electrical stimulation of their brains, we have revealed potential limitations in how current engineered solutions perform. The delay might limit how well future sensory neuroprosthetic devices using these clinical electrodes can work.
Fine motor movements – like picking up an egg without crushing it – rely on calibrating the effort based on what your sense of touch tells you.
Designers may need to account for a significant lag in artificial sensation relative to natural touch. For instance, if a user doesn’t receive feedback from touch sensors on a robotic hand quickly enough, and the overall system does not account for this delay in perception, someone attempting to pick up an egg with a robotic hand could apply too much pressure and crush it.
To improve reaction times and more broadly to enhance the utility of direct brain stimulation, we will need to take into account ongoing brain activity and tailor the electrical stimulation patterns for each person’s brain and the task at hand.
To achieve this goal, we have recently proposed a new type of brain-computer interface called a brain co-processor, which uses artificial intelligence to compute the best stimulation patterns for a task given current brain activity. Such an approach allows multiple electrodes to be used, possibly targeting multiple regions, and relies on co-adaptation with the brain to better approximate natural sensations.
Can electrical stimulation meaningfully substitute for natural touch during a complex task in the real world? We believe so. It will require both understanding the intricacies of information processing in the brain and incorporating this knowledge into future brain co-processors and neuroprosthetic devices for restoring touch.
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