Nav: Home

Neurons can learn temporal patterns

May 29, 2017

Individual neurons can learn not only single responses to a particular signal, but also a series of reactions at precisely timed intervals. This is what emerges from a study at Lund University in Sweden.

"It is like striking a piano key with a finger not just once, but as a programmed series of several keystrokes", says neurophysiology researcher Germund Hesslow.

The work constitutes basic research, but has a bearing on the development of neural networks and artificial intelligence as well as research on learning. Autism, ADHD and language disorders in children, for example, may be associated with disruptions in these and other basic learning mechanisms.

Learning is commonly thought to be based on strengthening or weakening of the contacts between the brain's neurons. The Lund researchers have previously shown that a cell can also learn a timed association, so that it sends a signal with a certain learned delay. Now, it seems that a neuron can be trained not only to give a single response, but a whole complex series of several responses.

The brain's learning capacity is greater than previously thought

"This means that the brain's capacity for learning is even greater than previously thought!" says Germund Hesslow's colleague Dan-Anders Jirenhed. He thinks that, in the future, artificial neural networks with "trained neurons" could be capable of managing more complex tasks in a more efficient way.

The Lund researchers' study focuses on the neurons' capacity for associative learning and temporal learning. In the experiments, the cells learned during several hours of training to associate two different signals. If the delay between the signals was a quarter of a second, the cells learned to respond after a quarter of a second. If the interval was half a second, the cells responded after half a second, and so on.

The researchers now show that the cells can learn not only one, but several reactions in a series. "Signal - brief pause - signal - long pause - signal" gives rise to a series of responses with exactly the same intervals of time: "response - brief pause - response - long pause - response".

The cells studied by the researchers are called Purkinje cells and are located in the cerebellum. The cerebellum is the part of the brain that controls bodily position, balance and movement. It also plays an important role in learning long series of complicated movements which require precise timing, such as the movements of the hands and fingers when playing the piano.

-end-



Lund University

Related Neurons Articles:

New tool to identify and control neurons
One of the big challenges in the Neuroscience field is to understand how connections and communications trigger our behavior.
Neurons that regenerate, neurons that die
In a new study published in Neuron, investigators report on a transcription factor that they have found that can help certain neurons regenerate, while simultaneously killing others.
How neurons use crowdsourcing to make decisions
When many individual neurons collect data, how do they reach a unanimous decision?
Neurons can learn temporal patterns
Individual neurons can learn not only single responses to a particular signal, but also a series of reactions at precisely timed intervals.
A turbo engine for tracing neurons
Putting a turbo engine into an old car gives it an entirely new life -- suddenly it can go further, faster.
Brain neurons help keep track of time
Turning the theory of how the human brain perceives time on its head, a novel analysis in mice reveals that dopamine neuron activity plays a key role in judgment of time, slowing down the internal clock.
During infancy, neurons are still finding their places
Researchers have identified a large population of previously unrecognized young neurons that migrate in the human brain during the first few months of life, contributing to the expansion of the frontal lobe, a region important for social behavior and executive function.
How many types of neurons are there in the brain?
For decades, scientists have struggled to develop a comprehensive census of cell types in the brain.
Molecular body guards for neurons
In the brain, patterns of neural activity are perfectly balanced.
Engineering researchers use laser to 'weld' neurons
University of Alberta researchers have developed a method of connecting neurons, using ultrashort laser pulses -- a breakthrough technique that opens the door to new medical research and treatment opportunities.

Best Science Podcasts 2017

We have hand picked the best science podcasts for 2017. Sit back and enjoy new science podcasts updated daily from your favorite science news services and scientists.
Now Playing: Radiolab

Oliver Sipple
One morning, Oliver Sipple went out for a walk. A couple hours later, to his own surprise, he saved the life of the President of the United States. But in the days that followed, Sipple's split-second act of heroism turned into a rationale for making his personal life into political opportunity. What happens next makes us wonder what a moment, or a movement, or a whole society can demand of one person. And how much is too much?  Through newly unearthed archival tape, we hear Sipple himself grapple with some of the most vexing topics of his day and ours - privacy, identity, the freedom of the press - not to mention the bonds of family and friendship.  Reported by Latif Nasser and Tracie Hunte. Produced by Matt Kielty, Annie McEwen, Latif Nasser and Tracie Hunte. Special thanks to Jerry Pritikin, Michael Yamashita, Stan Smith, Duffy Jennings; Ann Dolan, Megan Filly and Ginale Harris at the Superior Court of San Francisco; Leah Gracik, Karyn Hunt, Jesse Hamlin, The San Francisco Bay Area Television Archive, Mike Amico, Jennifer Vanasco and Joey Plaster. Support Radiolab today at Radiolab.org/donate.
Now Playing: TED Radio Hour

Future Consequences
From data collection to gene editing to AI, what we once considered science fiction is now becoming reality. This hour, TED speakers explore the future consequences of our present actions. Guests include designer Anab Jain, futurist Juan Enriquez, biologist Paul Knoepfler, and neuroscientist and philosopher Sam Harris.