Your brain on improv Charles Limb

so I am a surgeon who studies creativity

and I have never had a patient tell me

that I really want you to be creative

during surgery and so I guess there’s a

little bit of irony to it I will say

though that after having done surgery a

lot it’s um it’s somewhat similar

playing a musical instrument and for me

it’s sort of deep and enduring

fascination with sound is what led me to

both be a surgeon and also to study the

science of sound particularly music and

so I’m going to try to talk to you over

the next few minutes about about my

career in terms of how I’m able to

actually try to study music and really

try to grap all these questions of how

is the brain able to be creative I’ve

done most this work at Johns Hopkins

University but also at the National

Institutes of Health where I was

previously I’m going to go over some

science experiments to try to cover

three musical experiments let’s start

off by playing a video for you and this

video is a video of Keith Jarrett who’s

a well-known jazz improviser and

probably the most well known iconic

example of someone who takes

improvisation to a really higher level

and he’ll improvise entire concerts off

the top of his head and he’ll never play

it exactly the same way again and so as

a form of intense creativity I think

this is a great example and so why don’t

we go ahead and click the video

I’ve always just as a listener as just a

fan I listed that I’m just astounded I

think how can this possibly be how can

the brain generate that much information

that much music spontaneously and so I

set out with this concept scientifically

that artistic creativity is its magical

but it’s not magic meaning that it’s a

product from the brain there’s not too

many brain-dead people creating art and

so with this notion that artistic

creativity is in fact a neurologic

product I took this thesis that we could

study it just like we study any other

complex neurologic process I think

there’s some sub questions that I put

there is it truly possible to study

creativity scientifically and that’s a

good question I’ll tell you that most

scientific studies of music they’re very

dense and when you actually go through

them it’s very hard to recognize the

music in it in fact they seem to be very

unmusical entirely to miss the whole

point of the music and so it brings the

sin question why should scientists study

creativity maybe we’re not the right

people to do it well it may be but I

will say that from a scientific

perspective we talked a lot about

innovation today the science of

innovation how how much we understand

about how the brain is able to innovate

is in its infancy and truly we know very

little about how we are able to be

creative and so I think that we’re going

to see over the next 10 20 30 years a

real science of creativity that’s

burgeoning and is going to flourish

because we now have new methods that can

enable us to take this process of

something like this complex jazz

improvisation and study it rigorously

and so it gets down to the brain and so

all of us have this remarkable brain

which is poorly understood to say the

least I think that neuroscientists have

much more questions and answers and I

myself I’m not going to give you many

answers to just ask a lot of questions

and fundamentally that’s what I do in my

lab I ask questions about what is this

brain doing to enable us to do this this

is the main method that I use this is

called functional MRI if you’ve been in

an MRI scanner it’s very much the same

but this one is outfitted in a special

way to not just take pictures of your

brain but to also take pictures of

active areas of the brain now the way

that’s done is by the following there’s

something called bold imaging which is

blood oxygen level dependent imaging now

when you’re in an fMRI scanner you’re in

a big magnet that’s aligning your

molecules in certain areas when an area

of the brain is active meaning

areas act if it gets blood flow shunted

to that area that blood flow causes an

increase in local blood to that area

with a deoxyhemoglobin change in

concentration deoxyhemoglobin can be

detected by MRI whereas oxygen woven

can’t sew through this sort of method of

inference and we’re measuring blood flow

not neural activity we say that an area

of the brain is getting more blood was

active during a particular task and

that’s sort of the crux of how fMRI

works and it’s been used since the 90s

to study really complex processes now

I’m going to review a study that I did

which was really jazz in an fMRI scanner

and this was done with a colleague of

mine Alan brown at the NIH this is a

short video of how we did this project

this is a plastic mini camo keyword that

we use for the jazz experiments

is designed to fit both inside the

scanner magnetically safe and minimal

interference that would contribute to

any artifact and have this cushions that

it can rest on requires legs while

they’re lying down scanner like on their

back

and it works like this this doesn’t

actually produce any sound it sends out

what’s called a MIDI signal or ocean

with digital interface through these

wires into the box in the computer which

then trigger high quality panel samples

like this

okay so it works and so through this

piano keyboard we now have the means to

actually take a musical process and

study it so what do you do now that you

have this cool piano keyboard you can’t

just sort of you know it’s great we got

this keyboard we actually have to come

with a scientific experiment and so the

experiment really rests on the following

what happens in the brain during

something that’s memorized and over

learned and what happens in the brain

during something that is spontaneously

generator improvised in a way that’s

matched motorically and in terms of

lower lower level sensory motor features

and so I have here what we call the

paradigms there’s a scale paradigm which

is just playing a scale up and down

memorized and then there’s improvising

on a scale quarter notes metronome right

hand scientifically very safe but

musically really boring and then there’s

the bottom one which is called the jazz

paradigm and so we did was he brought

professional jazz players to the NIH and

we had them memorize this piece of music

on the left the lower left which is what

you heard me playing and then we had

them improvise to the same exact chord

changes and if you can hit that lower

right sound icon that’s an example of

what was recorded in the scanner

so in the end you know it’s not the most

natural environment but they’re able to

play real music and you know I’ve listed

that solo 200 times and I still like it

and so and the musicians were they were

comfortable in the end and so we first

measured the number of notes where they

in fact just playing a lot of more notes

when they were improvising that was not

what was going on and then we looked at

the brain activity I’m going to try to

condense this for you

these are contrast maps that are showing

subtractions between what changes when

you’re improvising versus when you’re

doing something memorized in red is area

that’s active in the prefrontal cortex

frontal lobe of the brain and in blue

this area that was deactivated and so we

had this focal area called the medial

prefrontal cortex that went way up in

activity we had this broad patch of area

called the lateral prefrontal cortex

that went way down in activity I’ll

summarize that for you here now these

are multifunctional areas of the brain

as I like to say these are not the Jazz

areas of the brain okay they do a whole

host of things that have to do with

self-reflection introspection working

memory and so forth really consciousness

is it seated in the frontal lobe but we

have this combination of an area that’s

thought to be involved in

self-monitoring turning off in this area

that’s thought to be autobiographical or

self expressive turning on and we think

at least in this preliminary you know

it’s one study so it’s probably wrong

but it’s one study we think that at

least a reasonable hypothesis is that to

be creative you have to have this weird

dissociation in your frontal lobe one

area turns on and a big area shuts off

so that you’re not inhibited so that

you’re willing to make a stake so that

you’re not constantly shutting down all

of these new generative impulses now a

lot of people know that music is not

always a solo activity sometimes it’s

done communicatively and so the next

question was what happens when musicians

are trading back and forth something

called trading fours which is something

that they do normally in a jazz

experiment so this is a 12 bar blues and

I’ve broken it down into four bar groups

here so you would know how you would

trade now what we did was we brought our

musician into the scanner same way had

them memorize this melody and then had

another musician out in the control-room

trading back and forth interactively

musician Mike Kroeger the world’s best

bassist and a fantastic counter player

now playing the piece that you just saw

just by coming in I may before dude lets

you pop a great night huh nothing for my

father okay

you have to have the right attitude to

agree to it it’s kind of fun actually

so now we’re playing back and forth he’s

in there you could see his legs up there

and then I’m control room here going

back and forth okay that’s a pretty good

representation of what it’s like um it’s

good that it’s not too quick you know

the fact that you do it over and over

again lets you acclimate you know to

your surroundings so the hardest thing

for me was the kinesthetic thing you

know I’m just you know looking at my

hands through two mirrors laying on my

back and not able to move at all except

that was that was a challenging but

again you know it was there were there

were there were moments for sure you

know

you’ll honest-to-god musical interplay

for sure so at this point I’ll take a

few moments and so what you’re seeing

here and I’m doing a cardinal sin in

science versus to show you preliminary

data okay this is one subjects data this

is in fact Mike Pope’s data so what am i

showing you here when he was trading

fours with me improvising verses

memorized his language areas lit up his

Broca’s area which was inferior frontal

gyrus on the left he actually had it

also homologous on the right and this is

an area thought to be involved in

expressive communication this whole

notion that music is a language well

maybe there’s a neurologic basis to it

in fact after all and we can see it when

two musicians are having a musical

conversation and so we’ve done actually

this on eight subjects now and we’re

just getting all the data together so

hopefully we’ll have something to say

about them meaningfully now when I think

about improv improvisation in the

language well what’s next

rap of course that freestyle and so I’ve

always been fascinated by freestyle and

let’s go ahead and play this video here

around skin of Easton and boxers I’m

stocking it when I be in your vicinity

whole style synergy recognize symmetry

go to the end Jimmy broke them down

chemically Nathan Overton MC talk about

Hobby Lobby started like Indy late like

a 10-degree we’re not saying will not be

girls safe and Nike good and so there’s

a lot of analogy between what takes

place in freestyle rap and jazz there in

fact a lot of correlates between the two

forms of music I think in different time

periods and a lot of ways rap serves the

same social function that jazz used to

serve so study rap scientifically and my

colleagues kind of think I’m crazy but I

think it’s a very viable and so this is

what you do you have a freestyle artist

come in and memorize a rap that you

write for them they’ve never heard

before and then you have them freestyle

so I told my lab members that I would

rap for Ted and they said yo you won’t

so and then I thought

no I guess not but here’s the thing with

this big screen you can all rap with me

okay

so what we had them do was memorize this

lower-left sound icon please this is the

control condition okay this is what they

memorized memory thump thump of the beat

in a known repeat rhythm and rhyme make

me complete the climb is sublime when

I’m on the mic spitting rhymes that hit

you like a lightning search a search for

the truth in this eternal quest my

passion sound passion you can see how

I’m dressed

psychopathic words in my head appear

whisper these lyrics only I can heart

the art of discover and that would just

hover in inside the mind of those

unconfined all these words keep pouring

out like rain

I need a mad scientist to check my brain

stop

I guarantee you that will never happen

again

so now what’s great about these

freestylers they will get cute different

words they don’t know what’s coming but

they’ll hear something off-the-cuff

going to hit that right sound outcome

they’re going to be cue these three

square words like not and had freestyle

doesn’t know what’s coming

like stop so again it’s an incredible

thing that’s taking place is doing

something that neurologically is

remarkable whether or not you like the

music’s are relevant creatively speaking

it’s just a phenomenal thing this is a

short video of how we actually do this

in a scanner manual that was recorded in

the scanner by the way that’s a manual

in the scanner so he he’s just memorized

a rhyme for us

Mike spinning rocks that I hit you I

know lighting strategy search for intro

finish user Louis you see on dress

so I’m going to stop that there so what

do we see in his brain well this is

actually for rappers brains and what we

see if we do see languages lighting up

but then eyes closed when you are

freestyling versus memorizing you’ve got

major visual areas lighting up you’ve

got major cerebellar activity which is

involved in motor coordination you have

heightened brain activity when you’re

doing a comparable task when that one

task is creative and the other task is

memorized

it’s very pointed but I think it’s kind

of cool and so just to conclude we’ve

got a lot of questions to ask and like I

said well ask questions you’re not

answer them but we want to get at the

root of what is creative genius

neurologically and I think what these

methods were we’re getting close to

being there and I think hopefully in the

next 10 20 years you’ll actually see

real meaningful studies that say art and

you know science has to catch up to art

and maybe we’re starting now to get

there and so I want to thank you for

your time

you

所以我是一名研究创造力的外科医生

,我从来没有一个病人告诉我

,我真的希望你

在手术期间有创造力,所以我

想这有点讽刺意味,

尽管在做了很多手术后我会说

嗯,这有点像

演奏乐器,对我来说,

它是一种对声音的深刻而持久的

迷恋,这使我

既成为一名外科医生,又学习

声音科学,特别是音乐,

所以我要试着谈谈

在接下来的几分钟里,我将向您介绍我的

职业生涯,我如何能够

真正尝试学习音乐并真正

尝试解决所有这些问题,

即大脑如何能够发挥创造力

约翰霍普金斯

大学,以及

我之前所在的国立卫生研究院,

我将进行一些

科学实验,尝试涵盖

三个音乐实验,让我们

从播放视频开始,这个

视频是 Keith Jarr 的视频 ett 是

一位著名的爵士乐即兴演奏家,并且

可能是最著名的标志性

例子,他将

即兴演奏提升到一个更高的水平

,他会即兴演奏整场

音乐会,而且他永远不会以

完全相同的方式演奏 再一次,作为

一种强烈的创造力,我认为

这是一个很好的例子,所以

我们为什么不继续点击视频

我一直只是作为一个听众作为一个

粉丝我列出了我很震惊我

想想这怎么可能

是大脑如何自发产生那么多信息

那么多音乐所以

我用这个概念科学地

提出艺术创造力是它的神奇

但它不是魔法意味着它是

大脑的产物没有太多的

大脑 - 死人创造艺术,

因此认为艺术

创造力实际上是一种神经系统

产品

b 我

提出的问题真的有可能科学地研究

创造力,这是一个

很好的

问题 事实上,他们

似乎完全没有音乐的全部

意义,所以它带来了一个

罪恶的问题,为什么科学家应该研究

创造力也许我们不是合适的

人来做好它可能是但我

会说 从科学的

角度来看,我们今天谈论了很多关于

创新的科学创新的科学

我们对大脑如何创新的了解程度

还处于起步阶段,实际上我们

对我们如何能够发挥

创造力知之甚少,所以我认为

在接下来的 10 20 30 年里,我们将看到

真正的创造力科学

正在蓬勃发展,并且会蓬勃发展,

因为我们现在有了新的方法,可以

让我们能够将这个过程

记住这种复杂的爵士乐

即兴演奏,并对其进行严格的研究

,因此它会深入到大脑,所以

我们所有人都有这个非凡的大脑

,至少可以这么说,

我认为神经科学家有

更多的问题和答案,而

我自己 不会给你很多

答案 只是问很多

问题 从根本上说这就是我在实验室所做的 我会

问关于

大脑在做什么以使我们能够做到这一点的问题 这

是我使用的主要方法 这

称为功能 MRI 如果您使用

过 MRI 扫描仪,它非常相似,

但是这个设备以一种特殊的方式配备,

不仅可以为您的大脑拍照,

而且还可以为大脑的

活动区域拍照,现在完成的方式

是 下面有

一种叫做粗体成像的东西,它是一种

依赖于血氧水平的成像,现在

当你在 fMRI 扫描仪中时,你在

一块大磁铁中,

当大脑的某个区域活跃时,它会在某些区域对齐你的分子

意思

是,如果血流分流到该区域,则该区域会起作用

,该区域的血流会

导致该区域的局部血液增加,

脱氧血红蛋白浓度发生变化

脱氧血红蛋白可以

通过 MRI 检测到,而氧气编织

无法通过这种推断方法进行缝合

我们测量的是血流

而不是神经活动 我们说

大脑的

某个区域在特定任务期间变得更加活跃,

这就是 fMRI

工作原理的关键,它自 90 年代以来一直

用于研究真正复杂的过程 现在

我要回顾一下我所做的一项研究,这项研究

在 fMRI 扫描仪中确实是爵士乐

,这是与

我在 NIH 的同事 Alan brown 完成的 这是一个

关于我们如何完成这个项目的简短视频

这是一个塑料迷你

我们用于爵士乐实验

的迷彩关键字旨在既适合扫描仪内部,又具有

磁性安全性和最小

干扰,这将有助于

任何伪影,并

具有可以放置的垫子 当

他们躺下时需要腿扫描仪就像他们的

背部一样

,它的工作原理是这样的 这实际上不会

产生任何声音 它通过这些电线将

所谓的 MIDI 信号或

带有数字接口的海洋发送

到计算机的盒子中,

然后 触发

像这样的

高质量面板样本可以,所以它可以工作,所以通过这个

钢琴键盘,我们现在有办法

实际进行音乐处理并

研究它,所以你现在做什么,因为你

有这个很酷的钢琴键盘,你不能

只是排序 你们知道这很棒 我们得到了

这个键盘 我们实际上必须

进行一个科学实验 所以这个

实验真的取决于以下

内容 在

记忆和过度

学习的过程中大脑中发生了什么以及在自发发生的事情中大脑中发生了

什么

发电机以一种与运动方式相匹配的方式即兴创作,

并在

较低水平的感觉运动特征方面进行匹配

,所以我在这里有我们所说的

范式 sa 音阶范式,

它只是演奏一个向上和向下的

音阶,然后是即兴演奏

的四分音符节拍器

右手在科学上非常安全,但在

音乐上真的很无聊,然后

是底部的一个,称为爵士

范式,所以我们做了他 把

专业的爵士乐手带到了 NIH,

我们让他们记住

左下角的这首乐曲,这就是

你听到我演奏的曲子,然后我们让

他们即兴演奏相同的和弦

变化,如果你能打出

右下角的声音 图标,

这是在扫描仪中记录的一个例子,

所以最后你知道这不是最

自然的环境,但他们能够

播放真实的音乐,你知道我已经列出

了 200 次独奏,我仍然喜欢它

,所以 音乐家们最终感到很

舒服,所以我们首先

测量了音符的数量,

实际上他们只是在即兴创作时演奏了更多的音符

,而这并不是

这样的 继续,然后我们研究

了大脑活动,我将尝试

为您浓缩

这些是对比图,它们显示

当您即兴创作与做某事时的变化之间的

减法,红色是

区域 活跃在大脑的前额叶皮层

前额叶和蓝色

这个区域被停用所以我们

有这个称为内侧

前额叶皮层的焦点区域在

活动中上升我们有一个广泛的区域

称为外侧前额叶皮层

活动量下降我

现在在这里为你总结一下,这些

是大脑的多功能区域,

正如我想说的那样,这些不是大脑的爵士

区,好吧,

它们会做很多与自我反思有关的事情

内省 工作

记忆 等等 真的

意识 它是否位于额叶 但我们

有一个被认为与自我监控有关的区域的组合

在该区域关闭

这被认为是自传或

自我表达的开启,我们认为

至少在这个初步阶段你知道

这是一项研究,所以它可能是错误的,

但这是一项研究,我们认为

至少一个合理的假设是,

要有创造力,你必须有这个奇怪的东西

你额叶的分离 一个

区域打开,一个大区域关闭,

这样你就不会受到抑制,所以

你愿意赌注,这样

你就不会经常关闭

所有这些新的生成

冲动 的人知道音乐并不

总是一种独奏活动,有时它是

通过交流进行的,所以下一个

问题是当音乐家来回交易时会发生什么,这种

交易

称为四人交易,这

是他们在爵士乐实验中通常会做的事情,

所以这是 12 bar blues

我在这里把它分成了四个酒吧组

,所以你会知道

现在你会如何交易

记住这首旋律,然后让

另一位音乐家在控制室里

来回进行交互交易

一个美好的夜晚,对我

父亲来说没什么,好吧,

你必须有正确的态度才能

同意它实际上很有趣

所以现在我们来回玩他

在那里你可以看到他的腿在那里

然后我控制 这里的房间

来回走动 好吧,这很好地

代表了它的感觉 嗯,这

很好,它不是太快你知道

你一遍又一遍地这样做的事实

让你适应

你的环境,所以

对我来说最难的事情 是你知道的动觉事物

我只是你知道通过两面镜子看着我的

手,这些镜子放在我的

背上,根本无法移动,除了

那是一个挑战,但

你又知道它在那里 确实

有一些时刻,你肯定

知道

你会诚实地与上帝发生音乐

相互作用,所以在这一点上,我会花

一些时间,所以你在这里看到的

,我在科学上犯了大罪

与向您展示初步

数据,好吧,这是一个主题数据,

这实际上是 Mike Pope 的数据,所以

当他

和我交换四人组时,我在这里向您展示什么即兴诗句

记住了他的语言区域照亮了他

额下回的布罗卡区域

左边他实际上也有它

在右边也是同源的,这是

一个被认为与表达交流有关的领域

,音乐是一种语言的整个概念,

也许它实际上有神经学基础

,我们可以在

两个 音乐家们正在进行一场音乐

对话,所以我们

现在实际上已经在八个主题上完成了这项工作,我们

只是将所有数据汇总在一起,所以

希望

当我想到我的时候,我们现在可以有意义地

谈论他们 用

语言即兴创作 下一个

说唱当然是那个自由泳,所以我

一直对自由泳很着迷,

让我们继续播放这个视频,

围绕伊斯顿和拳击手的皮肤,

当我在你附近时,我会放养它

风格协同 识别对称

走到最后 吉米用化学方法把它们分解

内森奥弗顿 MC 谈论

爱好 大厅开始像印地一样晚

像 10 度 我们不是说不会对

女孩安全和耐克很好,所以

两者之间有很多类比

在自由式说唱和爵士乐中发生的

事情实际上我认为在不同时期的两种音乐形式之间有很多相关性,

并且说唱在很多方面

发挥着爵士曾经服务的相同社会功能,

所以科学地研究说唱和我的

同事 有点认为我疯了,但我

认为这是一个非常可行的,所以这

就是你所做的你有一个自由式艺术家

进来记住你

为他们写的说唱他们以前从未

听过然后哟 你有他们的自由式,

所以我告诉我的实验室成员我会

为 Ted 说唱,他们说你不会

这样,然后我想

不,我猜不是,但是这就是

这个大屏幕的事情,你们都可以和我一起说唱,

好吧

,那又怎样 我们让他们记住这个

左下角的声音图标拜托这是

控制条件好吧这就是他们

记住的记忆重击重击

以已知的重复节奏和韵律让

我完成攀登当

我在

像闪电一样击中你的 mic spitting rhymes 搜索

在这个永恒的追求中寻找真相 我的

激情声音激情你可以看到

我的穿着

精神变态的词在我的脑海中出现

低语这些歌词只有我能用心

去发现的艺术和那个 只会

盘旋在那些无拘无束的头脑中

所有这些话

像雨

一样不停地倾泻而出

不同的

词 他们不知道接下来会发生什么,但

他们会听到即兴的

声音 会达到正确的声音结果

他们会提示这三个

方形词,例如 not 和 have freestyle

不知道会发生

什么 再次停下来,这是一件令人难以置信的

事情正在发生的

事情在神经学上是

了不起的,无论你是否喜欢

音乐的相关创意,

这只是一件了不起的事情这是一个

简短的视频,介绍了我们如何

在扫描仪手册中实际做到这一点 记录

在扫描仪中,顺便说一下,这是扫描仪中的手册

,所以他只是

为我们记住了一个押韵

Mike spin rocks that I hit you 我

知道照明策略搜索介绍

完成用户 Louis bitch 你在衣服上看到

所以我要去 停在那里,所以

我们在他的大脑中看到了什么,这

实际上是针对说唱歌手的大脑,

如果我们确实看到语言亮起,

但当你在

自由风格时闭上眼睛而不是记住你已经走了,我们会看到什么 t

主要视觉区域亮起 你

有主要的小脑活动,这

涉及运动协调

当你在

做一项类似的任务时,当一项

任务具有创造性而另一项任务被

记住时,你的大脑活动增强了

它非常有针对性,但我认为 这

有点酷,所以总结一下,我们

有很多问题要问,就像我

说的那样,问你没有

回答的问题,但我们想从神经学

上找到创造性天才的根源

,我想什么 这些

方法是我们越来越

接近那里,我认为希望在

接下来的 10 到 20 年里,你会真正看到

真正有意义的研究,这些研究表明艺术,

你知道科学必须赶上艺术

,也许我们现在开始 到

那里,所以我要感谢

你的时间