Showing posts with label connectome. Show all posts
Showing posts with label connectome. Show all posts

Tuesday, September 28, 2010

IQ and HBD Deniers Being Backed Into a Corner

The project is novel in its size; most brain-imaging studies have looked at tens to hundreds of brains. Scanning so many people will shed light on the normal variability within the brain structure of healthy adults, which will in turn provide a basis for examining how neural "wiring" differs in such disorders as autism and schizophrenia.

The researchers also plan to collect genetic and behavioral data, testing participants' sensory and motor skills, memory, and other cognitive functions, and deposit this information along with brain scans in a public database (although the patients' personal information will be stripped out). Scientists around the world can then use the database to search for the genetic and environmental factors that influence the structure of the brain. _TR
Technology Review provides more information on the Human Connectome Project, sponsored by NIH. The ambitious project aims to do far more than to build more accurate maps of the human brain connectome. This project aims to do some genuine cognitive science. And that is likely to make a lot of HBD (human biodiversity) deniers very nervous.
"We want to learn as much as we can, not only about the typical patterns of brain connectivity, but also about the differences in wiring that make each of us a unique individual," says David Van Essen, a neuroscientist at Washington University in St. Louis, who is one of the project leaders. "If you're good at math, and I'm better at certain types of memory, can we identify some of the wiring characteristics that account for those differences?"

The most detailed studies to date of the neural circuits that connect one brain cell to another have focused on animal brains, because scientists can examine the animals' living tissue cells and their networks under a microscope. "We don't know how our species specifically is wired up," says Michael Huerta, associate director of the Division of Neuroscience and Basic Behavioral Science at the National Institute of Mental Health, and director of the Connectome project. "There is an entire class of data that is missing from neuroscience that is fundamentally important for how the brain works and how it breaks down in different disorders." And because researchers will be scanning only identical and fraternal twins and their siblings, the scientists can get a sense of the role that genetics and environment play in shaping brain structure. Structures of the brain that are highly dictated by genes will be more similar in identical twins than in fraternal twins, for example. _TR
There are more technical details at the link above. It promises to be a fascinating project on many levels.

Perhaps the scientists involved in the huge project have not yet taken the pledge of strict political correctness. Perhaps they have not gotten the memo directing them to avoid any research which might be used to explain cognitive or behavioural differences on the basis of genetics.

All issues of political correctness aside, the modern tools of science and computation are giving us the potential to finally understand many aspects of ourselves which had been closed to us. Some of these things may prove unsavoury, but in order to wisely move into the future we must be honest about our past and present.

Thursday, September 16, 2010

The Brain: Wired and Introspective

The brain contains tens of billions of neurons, and trillions of synaptic connections (plus unknown numbers of other types of connections). Scientists from several universities are collaborating in an attempt to improve our understanding of the brain's "wiring diagram." At its best, it will still be crude compared to the real thing, but it's a start.
Working with $30 million and just half a decade, the Human Connectome Project aims to create a first-of-its-kind map of the brain’s complex circuitry, detailing every connection linking thousands of different regions of the brain.

The team consists of 33 researchers at nine different institutions, including Washington University School of Medicine in St. Louis and the University of Minnesota, the lead universities in the effort and the sites where much of the brain-scanning will take place. Their success will depend in part on another HCP grant to another research consortium headed up by Massachusetts General Hospital and UCLA that will develop advanced, custom brain scanners with higher spatial resolution and increased sensitivity. The funds themselves come from various bodies within the National Institutes of Health.

How big is the project? It’s at least 90 billion neurons big, but that doesn’t even convey the enormity and complexity of the human brain. There are something like 150 trillion synapses – the connections between neurons across which signals pass – that electrical signals must negotiate. These neurons and the connections between them make up the circuitry of the brain, and the HCP aims to create a better picture of that circuitry than we’ve ever had before. _PS

But brain researchers cannot sit around on their hands until others provide them with a more detailed map of the brain. They must continue to muddle through with what they've got, in trying to understand how the brain creates the world. One interesting aspect of brain function is the variation in accuracy between different persons' judgement of the accuracy of their own educated guesses. Scientists at University College London looked at this question of introspective accuracy recently.
A specific region of the brain appears to be larger in individuals who are good at turning their thoughts inward and reflecting upon their decisions, according to new research published in the journal Science. This act of introspection -- or "thinking about your thinking" -- is a key aspect of human consciousness, though scientists have noted plenty of variation in peoples' abilities to introspect...

...To begin, Fleming and Weil recruited 32 healthy human participants and showed them two screens, each containing six patterned patches. One of the screens, however, contained a single patch that was brighter than all the rest. The researchers asked the participants to identify which screen contained the brighter patch, and then to rate how confident they felt about their final answer. After the experiment, participants' brains were scanned using magnetic resonance imaging, or MRI.

Fleming and the researchers designed the task to be difficult, so that participants were never completely sure if their answer was correct. They reasoned that participants who are good at introspection would be confident after making correct decisions about the patch, and less confident when they were incorrect about the patch. By adjusting the task, the researchers ensured all of the participants' decision-making abilities were on par with each others'—only the participants' knowledge of their own decision-making abilities differed.

"It's like that show, 'Who Wants to Be a Millionaire?'" said Weil. "An introspective contestant will go with his or her final answer when they are quite sure of it, and perhaps phone a friend when they are unsure. But, a contestant who is less introspective would not be as effective at judging how likely their answer is to be correct."

So, although each participant performed equally well at the task, their introspective abilities did vary considerably, the researchers confirmed. By comparing the MRI scans of each participant's brain, they could then identify a correlation between introspective ability and the structure of a small area of the prefrontal cortex. An individual's meta-cognitive, or "higher-thinking," abilities were significantly correlated with the amount of gray matter in the right anterior prefrontal cortex and the structure of neighboring white matter, Rees and his team found.

...The new study will be published in the 17 September issue of the journal Science. Science is published by AAAS, the nonprofit science society. _PO
This variation of introspective accuracy and depth is likely to play a crucial role in the development of cultures and civilisations. There should be little question that both environment and genetics play a role in the ultimate complexity of the pre-frontal cortex and other cortical and sub-cortical centers which are involved. Testing the participants additionally for both IQ and executive functions (EF) would almost certainly reveal strong correlations between the three concepts.

Thinkers who develop complex cognitive structures must be able to "hold" multiple thoughts in their heads simultaneously, while weighing the "fitness" of slight variations in the cognitive models. These models must often be of a dynamic nature -- particularly for engineers and scientists of several types.

Popular culture tends to downplay the importance of the mental skills of top-level theorists and explorers of knowledge fields, but these are the people who determine the ongoing prosperity and security of a civilisation over time.

Western civilisation is going through a period of time when generations worth of capital is being skimmed and scavenged by a de facto ruling class, which values political correctness over real world validity -- as a matter of ruling class survival. That is too, too bad for the rest of us, who very much need for our institutions to be under the discipline of real world checks and balances....


Given how badly the ruling class is fucking up, I am mulling over a series of posts on the topic of "peaceful insurrection." You may want to consider what that term might mean. Hint: I am referring to something a bit more determined and forceful than the "Tea Party" type of anti-big-government political movement. Yet still peaceful. How can that be? More later.

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