Human brain is 'unreliable and noisy'!
London, July 1 (ANI): The human brain, the most powerful computing device known, is also intrinsically unreliable and truly 'noisy', scientists have established.
The study appears in the journal Nature.
A long-standing hypothesis is that the brain's circuitry actually is reliable - and the apparently high variability is because your brain is engaged in many tasks simultaneously, which affect each other.
It is this hypothesis that the researchers at University College London “UCL” redirects here. For other uses, see UCL (disambiguation).
University College London, commonly known as UCL, is the oldest multi-faculty constituent college of the University of London, one of the two original founding colleges, and the first British tested directly. The team - a collaboration between experimentalists at the Wolfson Institute for Biomedical Research and a theorist, Peter Latham, at the Gatsby Computational Neuroscience Unit - took inspiration from the celebrated butterfly effect - from the fact that the flap of a butterfly's wings in Brazil could set off a tornado in Texas.
Their idea was to introduce a small perturbation perturbation (pŭr'tərbā`shən), in astronomy and physics, small force or other influence that modifies the otherwise simple motion of some object. The term is also used for the effect produced by the perturbation, e.g. into the brain, the neural equivalent of butterfly wings, and ask what would happen to the activity in the circuit. Would the perturbation grow and have a knock-on effect, thus affecting the rest of the brain, or immediately die out?
It turned out to have a huge knock-on effect.
The perturbation was a single extra 'spike', or nerve impulse nerve impulse
A wave of physical and chemical excitation that moves along a nerve fiber in response to a stimulus. , introduced to a single neuron in the brain of a rat. That single extra spike caused about thirty new extra spikes in nearby neurons in the brain, most of which caused another thirty extra spikes, and so on. This may not seem like much, given that the brain produces millions of spikes every second. However, the researchers estimated that eventually, that one extra spike affected millions of neurons in the brain.
Lead author Dr. Mickey London, of the Wolfson Institute for Biomedical Research, UCL UCL University College London
UCL Université Catholique de Louvain
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UCL Ulnar Collateral Ligament , said: "This result indicates that the variability we see in the brain may actually be due to noise, and represents a fundamental feature of normal brain function."
This rapid amplification of spikes means that the brain is extremely 'noisy' - much, much noisier than computers.
Nevertheless, the brain can perform very complicated tasks with enormous speed and accuracy, far faster and more accurately than the most powerful computer ever built (and likely to be built in the foreseeable future).
The UCL researchers suggest that for the brain to perform so well in the face of high levels of noise, it must be using a strategy called a rate code. In a rate code, neurons consider the activity of an ensemble of many neurons, and ignore the individual variability, or noise, produced by each of them.
Now know we know that the brain is noisy, but we still don't know why.
The UCL researchers suggest that one possibility is that it's the price the brain pays for high connectivity among neurons (each neuron connects to about 10,000 others, resulting in over 8 million kilometres of wiring in the human brain).
That can be presumed or taken for granted; reasonable as a supposition: presumable causes of the disaster. , that high connectivity is at least in part responsible for the brain's computational power.
However, as the research shows, the higher the connectivity, the noisier the brain. Therefore, while noise may not be a useful feature, it is at least a by-product of a useful feature. (ANI)
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