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Method, Theory, and Multi Agent Artificial Intelligence: Creating computer models of complex social interaction

Method, Theory, and Multi Agent Artificial Intelligence: Creating computer models of complex social interaction | Bounded Rationality and Beyond | Scoop.it
ABSTRACTThe construction of computer models is becoming an increasingly useful and popular way of testing theories in the cognitive sciences. This paper will presenta brief overview of the methods available for constructing and testing computermodels of social phenomena such as religious beliefs and behaviors. It will fo-cus on the importance of theoretical continuity and data replication in computer modelling while negotiating the relationship between specicity and ecological validity when models are extended into novel contexts. This paper will ar- gue that computer modeling is an important supplement to the methodological toolbox of cognitive scientists interested in human social phenomena. However,this is only the case if developers pay close attention to research methods andtheories and if the method of a model’s development is appropriate for the target phenomenon (Sun, 2006). It concludes that multi-agent AI models are the mostappropriate computational tool for the study of complex social phenomena.
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Two Words That Change How People Think of You - Neuromarketing

Two Words That Change How People Think of You - Neuromarketing | Bounded Rationality and Beyond | Scoop.it
Almost certainly, there are two words that have been drilled into you as important since the day you started talking.

Now, research shows these words have surprising power over how others perceive you.

The words, as you may have guessed, are “Thank you.” Your mother always told you to thank people who helped you, and, as with many things in life, it turns out that Mom was right.

Researchers in Australia have published a study showing that expressing gratitude changes how others perceive you.

Subjects, in this case college students, were asked to assist a high school student “mentee” by reading a college application essay. All subjects then received a hand-written note, ostensibly from the student they helped. Half of the notes included the sentence, “Thank you SO much for all the time and effort you put into doing that for me!”

- See more at: http://www.neurosciencemarketing.com/blog/articles/two-words.htm#sthash.2Z2v1iKu.dpuf
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Numerical Simulation of Asano-Khrennikov-Ohya Quantum-like Decision Making Model | Zuo | NeuroQuantology

Numerical Simulation of Asano-Khrennikov-Ohya Quantum-like Decision Making Model | Zuo | NeuroQuantology | Bounded Rationality and Beyond | Scoop.it
Numerical Simulation of Asano-Khrennikov-Ohya Quantum-like Decision Making Model

Abstract In classical game theory, the rational behavior for the player is to make the decision which is approaching Nash equilibrium. The Prisoner's Dilemma, which is a canonical game, is often used to present the rationality. In real experiment in cognitive psychology which were performed by Tversky and Shafir, the statistical data show the existence of the irrational behaviors in reality. The phenomenon is called disjunction effect. To explain why it probably happens, we review the Asano-Khrennikov-Ohya model which is the mathematical modeling of the process of decision making in the game of Prisoner's Dilemma. It applies only the mathematical apparatus of quantum mechanics to the decision making process rather than the quantum physical model. In this paper, we present several numerical simulations for the Asano-Khrennikov-Ohya model together with the graphs of the von Neumann entropy for the solutions. By analyzing the simulation results, we explicitly and numerically present the existence of the irrational behavior for the player which is generated by the Asano-Khrennikov-Ohya model. 

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Making Music Dramatically Improves Young Children’s Behaviour — PsyBlog

Making Music Dramatically Improves Young Children’s Behaviour — PsyBlog | Bounded Rationality and Beyond | Scoop.it
Children become 30 times more helpful after making music compared with listening to a story.

Both singing and playing a musical instrument can improve young children’s behaviour, according to a recent study.

The study found that children who’d been making music were more helpful to each other and had better problem-solving skills than those who’d listened to a story (Davies et al., 2013).

The results shed light on an age-old question: is music just a happy byproduct of the human mind or does it serve some purpose?

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How To Help Children Control Their Emotions, Reduce Anxiety and Boost Attention — PsyBlog

How To Help Children Control Their Emotions, Reduce Anxiety and Boost Attention — PsyBlog | Bounded Rationality and Beyond | Scoop.it
This activity has a vital role to play in children’s psychological health.

Children who study the piano or violin might also find it easier to control their emotions, focus their attention and reduce their anxiety.

Along with parents, teachers and friends, learning a musical instrument has a vital role to play in children’s psychological health, the largest study of its kind to date argues.

Researchers at the Vermont Center for Children made musical training available to 232 youths between the ages of 6- and 18-years-old.

Their brains were also scanned to see how the cortex changed in size, over up to six years.

Alessandro Cerboni's insight:

I bambini che studiano il pianoforte o il violino possono imparare  a controllare con maggiore facilità le proprie emozioni, la loro attenzione e a ridurre la loro ansia.

Insieme a genitori, insegnanti e amici, imparare uno strumento musicale ha un ruolo vitale per la salute psicologica dei bambini, una vasta ricerca è giunta a queste conclusioni.

I ricercatori del Centro Vermont ha analizzato moltissimi bambini a cui è stata impartita   una formazione musicale comprendendo giovani di età compresa tra 6 e 18 anni di età tra e questa capacità è uno dei risultati più importanti.

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Richard Thaler: Nudge and Beyond: Behavioural Science, Policy and Knowing What Works - YouTube

Professor Richard Thaler, Chicago Booth Business School. Nudge and Beyond - Behavioural Science, Public Policy and Knowing What Works. Richard gives a presentation on his work since he published his seminal book Nudge and also how the world has changed. Event held at the British Academy, 14 June 2012...
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Academic Journals: The Most Profitable Obsolete Technology in History

Academic Journals: The Most Profitable Obsolete Technology in History | Bounded Rationality and Beyond | Scoop.it

The music business was killed by Napster; movie theaters were derailed by digital streaming; traditional magazines are in crisis mode--yet in this digital information wild west: academic journals and the publishers who own them are posting higher profits than nearly any sector of commerce.

Academic publisher Elsevier, which owns a majority of the prestigious academic journals, has higher operating profits than Apple. In 2013, Elsevier posted 39 percentprofits, according to Heather Morrison, assistant professor at the University of Ottawa's School of Information Studies in contrast to the 37 percent profit that Apple displayed. 

This lucrative nature of academic publishing comes at a price--and that weight falls on the shoulders of the full higher education community which is already bearing the burden of significantly decreasing academic budgets. "A large research university will pay between $3-3.5 million a year in academic subscription fees --the majority of which goes to for-profit academic publishers," says Sam Gershman, a postdoctoral fellow at MIT who assumes his post as an assistant professor at Harvard next year. In contrast to the exorbitant prices for access, the majority of academic journals are produced, reviewed, and edited on a volunteer basis by academics who take part in the tasks for tenure and promotion.

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Neuroscienza e neuroeconomia. L’area 10 di Brodmann

Neuroscienza e neuroeconomia. L’area 10 di Brodmann | Bounded Rationality and Beyond | Scoop.it
Poniamo qualche domanda a Cristiano Mario Sabbatini sul suo interesse per la neuro-scienza, quella branca delle scienze sociali che studia il funziona... Continua a leggere
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Why You Should Observe Christmas Rituals — PsyBlog

Why You Should Observe Christmas Rituals — PsyBlog | Bounded Rationality and Beyond | Scoop.it
Study on rituals before eating reveals why they should be observed.

Every family has their Christmas rituals: it may be who hands out the presents, what songs are played or sung, what is watched on TV or where you sit at the table. While these may all have special significance as making it your particular Christmas, are they just regular routines that have evolved over the years or do they have a psychological impact?

In fact, a recent study finds, rituals performed before eating or drinking can indeed enhance the pleasure we get (Vohs et al., 2013).

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Too Hot To Handle: Men Who Eat Spicy Food Have More Testosterone

Too Hot To Handle: Men Who Eat Spicy Food Have More Testosterone | Bounded Rationality and Beyond | Scoop.it

That’s what a new study, from researchers at France’s University of Grenoble, found in their new study titled “Some Like It Hot.” To test this correlation, they recruited 114 men aged 18 to 44 and asked them whether they preferred spicy food or not, then they gave the men a meal of mashed potatoes and provided them with either a spicy pepper sauce or regular table salt (a control seasoning). The men were then asked to report how spicy they felt their meals were, and the researchers measured levels of testosterone in their saliva. Men with the most testosterone were also the ones who liked the spicier potatoes.

“These results are in line with a lot of research showing a link between testosterone and financial, sexual, and behavioral risk-taking,” Laurent Begue, an author of the study, toldThe Telegraph. “In this case, it applies to risk-taking in taste.”

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The causal inference of cortical neural networks during music improvisations

The causal inference of cortical neural networks during music improvisations | Bounded Rationality and Beyond | Scoop.it

“We present an EEG study of two music improvisation experiments. Professional musicians with high level of improvisation skills were asked to perform music either according to notes (composed music) or in improvisation. Each piece of music was performed in two different modes: strict mode and “let-go” mode. Synchronized EEG data was measured from both musicians and listeners. We used one of the most reliable causality measures: conditional Mutual Information from Mixed Embedding (MIME), to analyze directed correlations between different EEG channels, which was combined with network theory to construct both intra-brain and cross-brain networks. Differences were identified in intra-brain neural networks between composed music and improvisation and between strict mode and “let-go” mode. Particular brain regions such as frontal, parietal and temporal regions were found to play a key role in differentiating the brain activities between different playing conditions. By comparing the level of degree centralities in intra-brain neural networks, we found a difference between the response of musicians and the listeners when comparing the different playing conditions.”

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Can quantum probability provide a new direction for cognitive modeling

Can quantum probability provide a new direction for cognitive modeling?

 

Abstract: Classical (Bayesian) probability (CP) theory has led to an influential research tradition for modeling cognitive processes.

Cognitive scientists have been trained to work with CP principles for so long that it is hard even to imagine alternative ways to formalize probabilities. However, in physics, quantum probability (QP) theory has been the dominant probabilistic approach for nearly 100 years. Could QP theory provide us with any advantages in cognitive modeling as well? Note first that both CP and QP theory share the fundamental assumption that it is possible to model cognition on the basis of formal, probabilistic principles. But why consider a QP approach? The answers are that (1) there are many well-established empirical findings (e.g., from the influential Tversky, Kahneman research tradition) that are hard to reconcile with CP principles; and (2) these same findings have natural and straightforward explanations with quantum principles. In QP theory, probabilistic assessment is often strongly context- and orderdependent, individual states can be superposition states (that are impossible to associate with specific values), and composite systems can be entangled (they cannot be decomposed into their subsystems). All these characteristics appear perplexing from a classical perspective. However, our thesis is that they provide a more accurate and powerful account of certain cognitive processes. We first introduce QP theory and illustrate its application with psychological examples. We then review empirical findings that motivate the use of quantum theory in cognitive theory, but also discuss ways in which QP and CP theories converge. Finally, we consider the implications of a QP theory approach to cognition for human rationality.

http://mypage.iu.edu/~jbusemey/quantum/BBSQP2012.pdf

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UGA researchers identify decision-making center of brain | UGA Today

UGA researchers identify decision-making center of brain | UGA Today | Bounded Rationality and Beyond | Scoop.it

Athens, Ga. - Although choosing to do something because the perceived benefit outweighs the financial cost is something people do daily, little is known about what happens in the brain when a person makes these kinds of decisions. Studying how these cost-benefit decisions are made when choosing to consume alcohol, University of Georgia associate professor of psychology James MacKillop identified distinct profiles of brain activity that are present when making these decisions.

"We were interested in understanding how the brain makes decisions about drinking alcohol. Particularly, we wanted to clarify how the brain weighs the pros and cons of drinking," said MacKillop, who directs the Experimental and Clinical Psychopharmacology Laboratory in the UGA Franklin College of Arts and Sciences.

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Der Feind in meinem Kopf

Der Feind in meinem Kopf | Bounded Rationality and Beyond | Scoop.it
Am Massachusetts Institute of Technology untersuchen Wissenschaftler, was sich im Hirn ändert, wenn verfeindete Menschen sich näher kommen. Interventionen bei Konflikten sollen so künftig wissenschaftlich bewertet werden können.
Die Empathie gegenüber Menschen der gegnerischen Seite hält sich in Grenzen. Wo im Gehirn der Mangel an Mitgefühl verursacht wird, steht allerdings noch nicht fest.
Auch Vorurteile gegenüber der feindlichen Gruppe spielen in Konflikten eine Rolle. Sie werden offensichtlich im Precuneus, einem Teil des Parietallappens verarbeitet.
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Applause is Contagious Like a Disease - D-brief

Applause is Contagious Like a Disease - D-brief | Bounded Rationality and Beyond | Scoop.it
Applause spreads linearly, like a disease. The amount of time an individual feels like clapping is a factor, but not nearly as much as peer pressure.

Via Sakis Koukouvis, Complexity Institute
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Cat Perrin's curator insight, July 12, 2013 6:11 AM

La foule.. et son effet de masse...

robyns tut's curator insight, October 14, 2013 1:04 PM

This is interesting, how peer pressure can factor into little things. Would be good to see what makes the brain do these things and what chemical reactions occure.

-Tanah

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Insights from Chemistry into how ‘Nudges’ Impact Decisions

Insights from Chemistry into how ‘Nudges’ Impact Decisions | Bounded Rationality and Beyond | Scoop.it
Yes, Chemistry! Choice Engineering through Libertarian Paternalism Redefined.

Many times every day we make choices, and these choices are not made in isolation. Choices can be influenced by our physical environment or even by written or spoken words.

Five years ago, in 2008, Richard Thaler and Cass Sunstein published a book about choices and choice influencers.  Five years ago is old news, but this past summer, Thaler and Sunstein’s ideas again entered the public consciousness when it became known that the Obama administration was considering creating an American version of the United Kingdom’s Behavioral Insights Team.

Many articles and blog posts this past summer denounced governmental influence on behavior, which is ironic.  To understand the irony, reread the first paragraph.  No choice is made in isolation. (Thaler and Sunstein use the analogy of no choices being made in a vacuum on their website.)  There is always something influencing choices you make.  Even in the absence of some kind of Behavioral Insights Team, government action, without intention, influences choices people make.

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Beeyond's curator insight, December 28, 9:27 AM

Funny parallel...

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Musical Training Increases Executive Brain Function in Children and Adults — PsyBlog

Musical Training Increases Executive Brain Function in Children and Adults — PsyBlog | Bounded Rationality and Beyond | Scoop.it

People with musical training make better choices and their brains process information more efficiently. Musical training can boost the executive brain function of both adults and children, according to new research.

Both the brains and behaviour of adult and child musicians were compared with non-musicians in the study by researchers at the Boston Children’s Hospital.

Fifteen musically trained children and 15 adult professional musicians were recruited and matched with non-musicians on a number of variables, like family income, IQ, parental education and so on.

 
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Holiday Shopping Tips From Behavioral Economists

Holiday Shopping Tips From Behavioral Economists | Bounded Rationality and Beyond | Scoop.it

Behavioral economists study human errors. People don’t always make the best choices for themselves, so there’s good reason to doubt whether they will always make the best choices for others.

If you’ve ever received a useless gadget, a horrendous tie or some kind of bowl, you’ll know that when people buy Christmas presents, they can blunder badly. Chances are pretty good that whatever you end up getting people this year, and however hard you try, some of your friends and family members aren’t going to think that the gift is worth what you paid for it.

University of Minnesota economist Joel Waldfogel, author of “Scroogenomics,” finds that Americans spend about $65 billion on winter holiday presents every year -- and that many of those billions are simply wasted, because a lot of people don’t much like what they get. Typically the value of a gift, to the recipient, is about 20 percent lower than its cost. He describes the holiday season as “an orgy of value destruction.”

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Conspiracy Theories and Other Dangerous Ideas with Cass R. Sunstein - YouTube

Harvard Law Professor and former Administrator of the White House Office of Information and Regulatory Affairs Cass R. Sunstein visits the National Constitution Center to debut his latest book Conspiracy Theories and Other Dangerous Ideas—a collection of 11 essays that touch on a wide range of political, social, and judicial topics including: climate change, same-sex marriage, animal rights, religious freedom, gender equality, and of course, conspiracy theory.
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Nudging: perché aiuterà Governi e imprese - Panorama

Nudging: perché aiuterà Governi e imprese - Panorama | Bounded Rationality and Beyond | Scoop.it

La nuova strategia di comunicazione di massa si basa su una "spinta gentile" per indirizzare cittadini e consumatori. È poco intrusiva, ma molto efficace. Lo chiamano "nudge", ovvero "spinta gentile", e viene raffigurato con un’immagine paternalistica: un elefante che, con la proboscide, spinge il suo cucciolo riottoso. Ecco: immaginate che il pachiderma sia lo Stato e il cucciolo siamo tutti noi, i cittadini. Perché forse ancora non lo sapete, ma da qualche tempo è di gran moda il "nudging": una nuova strategia di comunicazione di massa, adottata da Barack Obama nella sua campagna elettorale, da David Cameron e da Angela Merkel per indirizzare i cittadini verso le decisioni che il governo reputa migliori per salute, benessere, gestione del denaro. Servendosi di uno staff composto da economisti comportamentali, antropologi, sociologi e neuroscienziati, che studia le tecniche per influenzare silenziosamente la popolazione nelle scelte. Il nudging è già stato utilizzato, soprattutto in Inghilterra, per convincere i cittadini a non ricorrere al pronto soccorso per ogni minimo malessere, rendendo così più funzionale quel servizio per i casi gravi e veramente urgenti. Ma anche a pagare le tasse: attraverso un semplice cambiamento di tecnica nella scrittura delle lettere di sollecito spedite in prossimità della scadenza. Invece di "hai pagato le tasse?", nella lettera spedita dal fisco britannico è comparsa l’affermazione: "La maggior parte dei cittadini con la tua stessa aliquota ha già pagato".

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Cass Sunstein on the constitution in the 21st century

Cass Sunstein on the constitution in the 21st century | Bounded Rationality and Beyond | Scoop.it

Cass Sunstein and the modern regulatory state.

 

CASS SUNSTEIN ’75, J.D. ’78, has been regarded as one of the country’s most influential and adventurous legal scholars for a generation. His scholarly articles have been cited more often than those of any of his peers ever since he was a young professor. At 60, now Walmsley University Professor at Harvard Law School, he publishes significant books as often as many productive academics publish scholarly articles—three of them last year. In each, Sunstein comes across as a brainy and cheerful technocrat, practiced at thinking about the consequences of rules, regulations, and policies, with attention to the linkages between particular means and ends. Drawing on insights from cognitive psychology as well as behavioral economics, he is especially focused on mastering how people make significant choices that promote or undercut their own well-being and that of society, so government and other institutions can reinforce the good and correct for the bad in shaping policy.

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Preface to the Japanese edition of ECONOMIC THEORY AND COGNITIVE SCIENCE: MICROEXPLANATION (to be translated by Shiro Nagao and Masahiro Mikami)

This English version of a preface to the forthcoming Japanese edition of ET&CS:M identifies issues raised in my 2005 book on which I would place greater or different emphasis in light of developments in economics, cognitive science and the
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How behavioural science could revamp development

How behavioural science could revamp development | Bounded Rationality and Beyond | Scoop.it

At the end of a hectic six days, Simon Ruda and Stewart Kettle took theirdata to the superintendent of the Guatemalan tax authority. The two men had spent several weeks redrafting letters sent to citizens, reminding them to pay tax. It looked like their efforts had generated a significant windfall for the cash-strapped Guatemalan administration. “When we showed these results to the superintendent he was just so happy,” says Kettle. 

Ruda and Kettle work for the Behavioural Insights Team, a social purpose company that began life as part of the UK Prime Minister’s Office. But its services were in such demand that it was spun out of government to become an independent company to allow it to expand more rapidly — the first time this has happened to a Whitehall policy team. The unit specialises in delivering ‘nudges’: tiny changes in how governments operate that make it more likely their citizens will behave in a certain way. 

For example, if a government wanted to promote healthy eating, it could introduce a law that everyone had to eat 100 grams of carrot every day. Or it could reduce any sales tax on carrots, encouraging people to buy them. 

But research has shown that another approach is often cheaper and more effective: arrange things so the behaviour you want to encourage is the easiest and most attractive option. In our healthy eating example, this might mean nudging children towards eating vegetables by simply asking schools to place them in front of the chips when serving lunch. 

http://www.scidev.net/global/policy/feature/behavioural-science-development-policy-innovation.html

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Daniel Kahneman: Entscheiden ohne Wahrnehmungsverzerrung - Wirtschaftspsychologie aktuell

Daniel Kahneman: Entscheiden ohne Wahrnehmungsverzerrung - Wirtschaftspsychologie aktuell | Bounded Rationality and Beyond | Scoop.it

Daniel Kahneman, Dan Lovallo und Olivier Sibony haben daher in der aktuellen Ausgabe des Harvard Businessmanager eine Checkliste zusammengestellt (S. 22-29), wie sich diese Wahrnehmungszerrungen vermeiden lassen. Diese Checkliste umfasst 12 Aktionen. Im Originalbeitrag werden diese Aktionen als Fragen formuliert und mit konkreten Fallbeispielen zu einer Preissenkungs-, Investitions- und Akquisitionsentscheidung illustriert.

Hier sollen die Aktionen in ihrer grundlegenden psychologischen Wirkrichtung kurz angerissen werden. Sie können von einer Führungskraft eingesetzt werden, die eine Entscheidungsvorlage ihres Arbeitsteams bewerten will.

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Partyism by Cass R. Sunstein :: SSRN

Partyism by Cass R. Sunstein :: SSRN | Bounded Rationality and Beyond | Scoop.it
Abstract:      
“Partyism” is a form of hostility and prejudice that operates across political lines. For example, some Republicans have an immediate aversive reaction to Democrats, and some Democrats have the same aversive reaction to Republicans, so much so that they would discriminate against them in hiring or promotion decisions, or in imposing punishment. If elected officials suffer from partyism – perhaps because their constituents do – they will devalue proposals from the opposing party and refuse to enter into agreements with its members, even if their independent assessment, freed from partyism, would be favorably disposed toward those proposals or agreements. In the United States, partyism has been rapidly growing, and it is quite pronounced – in some ways, more so than racism. It also has a series of adverse effects on governance itself, above all by making it difficult to enact desirable legislation and thus disrupting the system of separation of powers. Under circumstances of severe partyism, relatively broad delegations of authority to the executive branch, and a suitably receptive approach to the Chevron principle, have considerable appeal as ways of allowing significant social problems to be addressed. This conclusion bears on both domestic issues and foreign affairs.
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Der Insellappen

Der Insellappen | Bounded Rationality and Beyond | Scoop.it
Wer sich für den Insellappen – den Lobus insularis interessiert, muss ihn erst einmal finden: verdeckt vom Temporallappen und den Opercula – wörtlich den „Deckeln“ – des Frontal- und des Parietallappens ist er von außen nicht zu sehen. Johann Christian Reil (1759-1813) entdeckte ihn erst 1796. Nun ja, er beschrieb ihn erstmals 1796. Aber „Entdeckung“ passt so schön zu der Bezeichnung, die dem Lobus insularis im berühmten anatomischen Grundlagenwerk Gray´s Anatomy zuteil wurde: „The Island of Reil“.
Alessandro Cerboni's insight:

Sind neurowissenschaftliche Erkenntnisse hilfreich für die Forschung über Heuristiken?

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