How your brain picks the best move

Wan et al. / Science / AAAS

Functional MRI brain scans show activation in an area of the brain known as the precuneus, as exhibited here by a professional shogi player when presented with a board game pattern.

If you have a knack for knowing just the right move to make — in a board game or in other walks of life — it might be because your brain has built up a special kind of connection.

Researchers at Japan's RIKEN Brain Science Institute report evidence that the professional players of a chesslike board game from Japan, known as shogi, have brains that crackle with activity in two areas that are less active in amateurs. Their findings are published in this week's issue of the journal Science.


The activity was monitored using functional magnetic resonance imaging, or fMRI, while professionals and amateurs were shown pictures of shogi board patterns. Shogi is regarded as a game as cerebral and as tricky to master as chess — perhaps even more tricky, because players can add pieces captured from an opponent to their own side. The professionals were more adept at intuitively recognizing the "next best move" for a given pattern, but the really interesting part of this game had to do with what went on in their brains.

Wan et al. / Science / AAAS

This fMRI scan highlights activity in the caudate nucleus of a professional shogi player.

The pros' brains showed more activity in the precuneus region of the parietal lobe, which has been linked to pattern recognition, as well as in the head of the caudate nucleus, deep within the brain. The caudate nucleus has been previously linked with cognitive functions, and game-playing in particular In fact, a different team of researchers reported last year that people who showed an aptitude for arcade games tended to have a bigger caudate nucleus (along with other structures) than less skilled players.

The research team found that the precuneus-caudate connection showed up consistently when professionals were asked to come up with a rapid-fire choice of moves, but not as much for the amateurs. "These results suggest that the precuneus-caudate circuit implements the automatic, yet complicated, processes of board-pattern perception and next-move generation in board game experts," the researchers reported.

Does this mean good gamers are born, not made? And do these results apply only to shogi players? In an e-mail interview, I asked one of the leaders of the research team, Keiji Tanaka, to discuss the findings in greater depth. Here's an edited Q&A:

JNTO

Shogi is a chesslike board game that is commonly played in Japan.

Cosmic Log: Last year, I wrote about research from a team led by the University of Pittsburgh's Kirk Erickson that indicated a correlation between skill in playing an arcade-type video game and the relative volume of the caudate nucleus and putamen. This study seems to confirm the idea that structure of the caudate nucleus plays a role in game-playing proficiency … would you agree?

Keiji Tanaka: Firstly, we measured the volume of caudate nucleus and compared the measure between professional and amateur players. There was no difference. Secondly, the game of Erickson et al. is largely sensory-motor, whereas board games are purely cognitive. There is thus little commonality between the two "games," although they are both called games. Thirdly, the learning examined in Erickson et al. took place within 24 hours. In our case, even the amateur players have spent many years learning the play, although their training is less extensive than that of professional players. The extent of learning is many orders different between our case and Erickson et al. Therefore, our results are not at all related to those of Erickson et al.

Q: You and your colleagues suggest that expert players take advantage of neural connections between the precuneus and the caudate nucleus to recognize a game pattern quickly and intuitively arrive at a "next best move." Did you see evidence of a temporal progression, or was the experiment not designed to chart the flow of neural impulses in that way? Did you arrive at this hypothesis merely by considering the roles traditionally assigned to those areas of the brain

A: There was significantly stronger positive correlation between precuneus activations and caudate activations during the quick-generation task in professional players, compared with correlations during other tasks in professional players, and compared with correlations during the quick generation task in amateur players. This is the evidence from our own experiments.

Our results do not indicate the direction of signal flow (from the precuneus to the caudate or opposite).  The previous anatomical studies (in monkeys) showed that there are direct projections from the precuneus to the part of the caudate nucleus. Also, it has been shown that the precuneus has projections from the visual cortical areas in the occipital cortex, but the caudate nucleus does not have projections from the visual cortical areas. Based on these previous findings, we suggest that the signal flows from the precuneus to the caudate.

Q: What further experiments are you planning to follow up on the suggestions raised in this paper?

A: We are conducting a few follow-up experiments, but we would like to introduce them after we get results.

Q: Are there implications for neuroscience beyond game-playing? For example, will learning about this particular process with Shogi shed light on the way in which experts in other fields (business, for example) make seemingly instinctual snap decisions about successful strategies in other scenarios?

A: We assume that the same circuit (precuneus to caudate) is essential for other types of cognitive expertise — for example, chess, MRI reading by radiologists, solving troubles in computer networks, and auditing. However, we have no direct evidence. The research was supported by Fujitsu, which is one of the biggest computer companies in Japan. They want to get hints from our study about the best ways to educate system engineers who solve the troubles in computer networks. The engineers largely depend on intuition.

Q: Are expert shogi-players born or made? Do your results suggest that proficiency at determining the "next best move" is an innate faculty, hard-wired into the brains of experts? Or could it be that experts have strengthened the neural connections for instinctive play through practice? Some of your results point to a correlation between caudate activity in amateurs and the speed with which they select the best move, which might suggest that some brains are naturally built to play shogi better. What’s your view on this "nature vs. nurture" aspect of game-playing proficiency?

A: Our results do not give a direct answer to the nature-vs.-nurture question. However, previous psychological studies have shown that the expertise is specific to the domain. Chess players are super only in chess, MRI-reading experts are super only in MRI reading, and so on. Also, the psychological studies have shown that the development of expertise requires a long period of training, more than 10 years. These characteristics — domain specificity and the long period of learning that's required — are more consistent with the nurture idea: Expertise is the result of long, serious training.

If that's not food for thought, I don't know what is. Feel free to cogitate over this research and add your comments below.

More on brains and games:


In addition to Tanaka, authors of "The Neural Basis of Intuitive Best Next-Move Generation in Board Game Experts" include Xiaohong Wan, Hironori Nakatani, Kenichi Ueno, Takeshi Asamizuya and Kang Cheng. The work was supported by Fujitsu Laboratories and a grant-in-aid from Japan's Ministry of Education, Culture, Sports, Science and Technology. The Japan Shogi Association participated in the study.

Connect with the Cosmic Log community by hitting the "like" button on the Cosmic Log Facebook page or following msnbc.com's science editor, Alan Boyle, on Twitter (@b0yle). Boyle has also written a book about Pluto as well as the past and present search for planets. To learn more, click your way to the website for "The Case for Pluto."

Discuss this post

Ok, so the reason I am a super-genius is because I played lots of board games as a kid...but what is the explanation for my super sexiness? Please initiate a study to find the cause. Thank you.

    Reply#1 - Thu Jan 20, 2011 3:40 PM EST

    Super sexiness? Probably because of super symmetricness:

    http://www.msnbc.msn.com/id/16547251/ns/health-skin_and_beauty/

    Next question? ;-)

      #1.1 - Thu Jan 20, 2011 5:40 PM EST

      Well played, Mr. Boyle. Well played.

        #1.2 - Thu Jan 20, 2011 7:38 PM EST
        Reply

        It's all in your mind evanpenn

          Reply#2 - Thu Jan 20, 2011 5:35 PM EST

          It would be interesting to see what results this study would show for pianists where pattern recognition is a (groups of notes, chords) major factor in playing from sheet music, and that just by looking at a musical score, some musicians may be more capable than others of intuitively viewing the structure or architecture of a musical score as well as predicting what it may sound like. Reading music is one of the most highly demanding pattern-recognition tasks that can several take years of training and experience to develop in the first place. So there would be a long term association and development of those areas of the brain described in this research, and equally interesting results would show for someone who is just beginning to learn to read music, which might be more memory center related as the basics of music are learnt.

          But for musicians in general and pianists there would probably be alot more brain activity in the emotional centers of the brain when playing highly charged scores that evoke emotions, as well as adrenalin production. It would be interesting to see an MRI in real time over the course of playing various works.

            Reply#3 - Fri Jan 21, 2011 3:43 AM EST

            Even more interesting would be the data from the creative centers of the brain in the case of composers and their music, development of the musical pattern, and free improvisation or experimental variations of that pattern. And yes you can assume that I am a pianist, and I am also a composer of classical music. So I have the longer term development capacity for composition, pattern creation, but I lack in recognition. I don't read music. I found that to play the music of other composers by ear is as repetitive as having to use my own methods for notation identification and playing out chunks of a score in which I have notated within the music what those notes and chords are. and then practicing them. Eventually I have learned to some degree to read the music and ignore my own notations, actually recognizing the notes and responding on the keyboard in a scores progression. I had several years of musical instruction since I was four years old. I always loved the piano, and while I may have some deficiency, my determination and love for the piano and music in general has allowed me to independently develop a composing ability in which i can create works after other composers in their form. A toccata and fuegue after Bach, an Etude in Rachmaninoff's form, A Brahms intermezzo, and my Bach work would be convincingly Bach. Among several other pieces, some of them have multiple movements and variations. So I make up for a deficient ability to read music. Shockingly I could even sit down and write it out.

            But I could see where this type of research could be useful in computer networks and pattern recognition for network engineers, or even software and hardware development. Robotics would benefit at the hardware level for optical and sensory, and even image-pattern recognition. Wether our human brain is the most effective method of proccessing certain tasks, or wether a different molecular, atomic, or bacterial method of data processing could be more effective in processing various tasks, we have the capacity at least to comprehend what those methods could be applied to, such as improved computers or robotic planetary-space exploration.

            Guess I can stop drooling now. You had to bring it up Alan.

              #3.1 - Fri Jan 21, 2011 4:30 AM EST

              The question

              "Are expert shogi-players born or made? Do your results suggest that proficiency at determining the "next best move" is an innate faculty, hard-wired into the brains of experts? Or could it be that experts have strengthened the neural connections for instinctive play through practice?"

              I think the answer will be that they're both born and made, that we are hardwired with various innate faculties or development skills which are capable of further growth and devlopment, my case in point described above as a direct clear example. So what makes me deficient in pattern-input recognition as opposed to the fluid fortissimo-pattern-output I'm capable of?

              But I've demonstrated that reading music and pattern-note-recognition is possible and can be trained, over the course of a few years, depending on the scores involved, possibly beyond my current or last current practiced ability-capacity for note recognition. OK you lose it if you don't use it!

              • 1 vote
              #3.2 - Fri Jan 21, 2011 4:56 AM EST
              Reply

              Well played indeed.  So, super symmetricness may be the cause, but what is the cure?  I have to beat the ladies off with a stick...occasionally two sticks.  

                Reply#4 - Fri Jan 21, 2011 5:00 AM EST

                So what chemicals or nueral processes (receptors-inhibtors) activate or lock in place during the brains intense concentration when reading music (read-ahead-prediction) as opposed to what might be considered the less restrictive free creativity and musical pattern construction or foundation laying for a score.

                This area would have interesting applications in computer processing but I wouldn't expect a computer processor, silicon or otherwise that has the ability for self-awareness-cognition, or for that matter independent creative abilities that could imply sentience. That would take some form of biological-cellular communication...imagine computer memory expanding-replicating itself as needed as a biological or cellular form of computer memory, in response to demand being placed on cellular replication. Though certain micr-organisms might exhibit a quality for evolutionary development if given the tools, it might be possible to put micro-organisms to work on some very difficult scientific problems....yes they may have an aptitude for development.

                Cells and micro-organisms are sentient at the most basic levels....they know when and how to convert chemicals in response to stimulus, they are alive, they replicate, they have defensive and self-preservation mechanisms.

                I do foresee a change in the computer industry of which we are on the threshold, though it will be quite some time for any atomic or biological type of computer nano-technology:

                Fiber optics being implemented and integrated with processor technology and the elimination of copper circuit board traces being replaced with fiber-optic circuit traces in the motherboard insustry. Fiber Optic data throughput is already well known, up to 8GB in fibre channel (15k rpm mechanical-spindle-platter) hard drives. In RAID 0 that's 16 GB/sec throughput, a mechanical drive with a fibre optic controller card No SSD with multiple memory modules in RAID can compare to fibre channel drives. SSD's barely have 1.2GB of throughput in their highest end implementations. SSD's might improve if there were fibre optic memory controllers/interfaces.

                Imagine direct fiber-optic cpu interconnects, fiber-optic video cards, and a variety of fiber-optic controller chips replacing the PCIexpress bus, and making obsolete SATA, USB, and other peripheral interconnects.

                There already exists digital fiber optic sound via SPDIF alongside coaxial sound input on some motherboards and throughout the home entertainment electronic device industry. When the computer industry goes all out, (Or hehhehe All-in) this technology is right around the corner for the mainstream general consumer markets. Intel and AMD will be challenged to incorporate fibre optics into their processors, as will motherboard manufacturers, as well as video card manufacturers. We are on the threshold of a new revolution in computer technology. If this isn't the Roadmap, then what is? And if we don't explore that road we'll never know what's on that road.

                  Reply#5 - Fri Jan 21, 2011 5:56 AM EST

                  As for roadblocks, there are many. But you have to say, why didn't we think of that before (slap forehead)!

                  It would take alot of investment and partnering in fiber optic companies with the major players or manufacturers of computer components. While there exists already some manufacturing infrastructure in the networking components manufacturing that drives the internet and global telecommunications industries.

                  There is a lack of the skilled engineers in those other crucial areas of the computer industry, particularly in the video card, motherboard, and proccesor manufacturing industries. They don't have the capacity to convert the current technology to fiber optic based standards, and there is still much R&D that needs to be done before marketable products can empty consumers wallets.

                  But we can look forward to some slowly progressing fiber optic technology being integrated into the computer industry...some rumors being by the end of 2011. We just have to remove the roadblocks,

                  Microsoft has to develop the supporting Operating System and drivers in collusion with Intel-AMD and other device manufacturers, including LCD monitor manufacturing, yes LED-LCD monitors utilizing fiber optic data connectivity to your computer or home entertainment center. The North and South bridge computer chips replaced with multi-channel fibre optic controllers? Elimination of the PCIexpress bus among other fiber optic possibilities. Fully fiber optic circuit board traces on motherboards?

                  We've gotta get to work on this.

                  Just make sure strong sunlight or other light sources don't affect fiber optic signalling.

                    Reply#6 - Fri Jan 21, 2011 6:35 AM EST

                    Goodbye DVI and HDMI.

                      Reply#7 - Fri Jan 21, 2011 6:43 AM EST

                      Eric, your comments are longer than the article :p

                        Reply#8 - Sat Jan 22, 2011 2:34 AM EST
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