Making music with your mind

[Music]

think about the importance of music in

your life

do you play an instrument do you

sing in the shower do you

love to listen to your favorite music

what if we could take that joy of music

whatever it is for an individual and use

it to restore

function in those who are paralyzed

in college i was a musician

who really loved science or maybe i was

a scientist who

really loved music as more than just a

hobby

i couldn’t reconcile these two things

because

for the academic world they seem like

chocolate and peanut butter they just

they don’t go together so

after first declaring a major in music

and music composition

i later switched to molecular biology

and i continued to pursue music on the

side it just it seemed like the

practical thing to do

then later in graduate school i was

doing

a phd in neurobiology

on the genetics of brain development

i continued to pursue music on the side

i

played in bands and i studied music

i got a certificate in jazz at a

conservatory

and for me music was then

and still is today always will be

absolutely

essential for me as a way to express my

emotion to the world

in a way that makes sense to me it’s

healing my heart and it is restorative

to my mind

but again to the academic world it

seemed

to paint me as kind of a jekyll and hyde

character or maybe

black swan well ten years ago

uh i was doing a neurology fellowship

in surgical epilepsy so in the

laboratory i was studying

the musical processing in the brain

the electrical traces of complex sound

analysis

and then in my art and music studio

i was creating an art project which i

called the encephalophone so

this was a brain computer interface that

allowed people who

couldn’t move to play music again so

it allowed people to play music without

movement from brain

signal directly then as a neurologist

i’m in the hospital and i’m seeing

stroke patients and i began noticing in

some of these

stroke patients a loss of not just their

ability to move

or their ability to speak but

a largely unrecognized

loss of quality of life a inability to

play music and for

professional musicians and in even

enthusiastic amateurs this is

pretty devastating it’s a major loss of

quality of life

and a light bulb went off my head and i

said

oh i can take this art project i have

and i could use it to actually restore

that quality of life for these patients

for these people

and so these parallel paths

were finally starting to merge and come

together

so how does this work how does the

encephalophone work so

what we do is we measure the brain

activity

in a part of the brain called the motor

cortex so this is the part of the brain

that tells your arms and legs to move

and we look at that activity

when you move your arm that activity

goes up but if you

think about moving your arm what’s neat

is that actually

has the same activity so we can measure

that when you’re thinking about moving

but you don’t actually have to move

let’s try something here

to give you an example of that i want

you to close your eyes

and just relax and imagine you’re

floating in the water

and you’re looking up at the clouds in

the sky

so just relax and float

and watch the clouds in the sky go by

you’re now playing high notes on the

encephalophone

so now i want you to imagine moving your

right hand

just imagine moving it don’t actually

move it

think about taking a squeeze ball and

just squeeze and unsqueeze grip and

ungrip

now you’re playing the low notes on the

encephalophone

so open your eyes so what we’re doing is

we’re measuring in that motor cortex

that part that tells your arms and legs

to move

when you’re relaxed thinking of the

clouds in the sky

you’re getting high notes when you’re

thinking of gripping and ungripping that

squeeze ball

you’re getting the low notes so it’s a

bit

challenging and awkward at first just

like any

new musical instrument but the joy it

can bring to people who

are empowered to play music again is

just unmistakably powerful

so just to give you an example i had a

patient in the hospital

maria she was paralyzed from the neck

down couldn’t even speak

but before all this she was a musician

she played in bands

she wrote music she sang

and then she got a brain tumor and

multiple surgeries

and she’s completely devastated can’t

move can’t speak

and can’t play music so in the clinical

trials in the hospital

she began using the encephalophone and

when she got to that moment when you

could see that she was realizing

that she was actually playing music and

had control

she began to smile she began to giggle

and she began to cry in joy at being

at this moment where she realized i’m

playing music again for the first time

in eight years

so these clinical trials that i was

doing

they came out of a desire to show that

the encephalophone wasn’t just a

a novelty art project but it actually

worked

so in order to show that it worked i

needed to do

some experiments in the laboratory

so what we first did was we took

normal healthy individuals people

without any motor disability some of

them

musicians some of them non-musicians

and we had them use the encephalophone

to try to match a target note so we gave

them a note

and they’re playing the note doing what

you were just doing a few minutes ago

relaxing thinking the clouds in the sky

to bring the note up higher

or thinking about squeezing that squeeze

ball to bring the notes down lower

and they needed to try to match the note

three times in a row

well with two different methods we had

all these people 15 subjects all of them

not only had

accuracy and had real control but they

actually had

much better accuracy than random so this

was really exciting it showed that it

wasn’t just

random notes coming out of their brain

but it was actually

real control it really worked so

now that i’d shown that it worked for

normal individuals i wanted to show

this could work for people like maria

who had

motor disability people with stroke

people with brain hemorrhages als

multiple sclerosis spinal cord injury

amputees from military veterans

all types of people who have real motor

disabilities so

we did the same type of experiment where

we had them match the target note

but these were people who couldn’t even

move so not only

did they match the target note with some

accuracy

they actually improved over time so over

these six trials

they were able to they were actually

learning they were learning how to do

this better

so that was really exciting and

satisfying

out of all those 12 patients one of

those patients was jonathan

so jonathan is a brilliant computer

programmer and

musician who has multiple sclerosis

so his form of multiple sclerosis

affected his brain stem

not his brain so he’s completely intact

in his brain

but ms has basically cut the connections

between the motor cortex that i was just

talking about the part that tells your

arms and legs to move

it’s cut the connection between his

brain and his body

so the way he describes it in his own

words are

he says i imagine the disease like a

slippage

slowly losing contact i have with the

physical world

so the scientist in me motivated me to

do these experiments i was very

satisfied because i got to show

that this not only worked for normal

people

but it worked for people like jonathan

and maria who

actually can’t move that’s really

exciting but

the musician in me needed to bring this

to performances

when they start performing these

individuals

are no longer patients so they become

performing musicians and they’re able to

connect with the audience

and actually be able to create music

again and share that with other people

so i put on a series of concerts and one

of the concerts in 2019

showed two quadriplegic musicians and

one of them was jonathan

playing with a live jazz ensemble

i’d like to show you a clip of that

[Music]

[Applause]

so this performance brought myself and

the band

and the entire audience to tears

but the words that jonathan used to

describe the experience in his own words

really touched me just as much so he

said

the slippage that the disease causes me

to lose connection with the physical

world it’s like a curtain coming down

over the stage

and the performance with the

encephalophone that night

opened up that curtain just a little bit

and allowed me to peek through

and make a real connection with the

audience it was

that that made it a really magical

experience for me

so we’ve been able to show that

we can re-empower people who have motor

disability to play music again

and perform as musicians once more

but what if we could take the

encephalophone and not just

allow people to play music but we could

actually get people who are

paralyzed to move again what if we could

take those parts of their brain that’s

damaged and dormant and repair it so

that they could actually start moving

again we’re going to do

experiments to try to show just that so

we’re going to try to show if the

encephalophone can make an

actual therapeutic or structural

difference

we’ll look at motor skills improvement

see if they can move better

cognitive improvement see if they can

think better

and we’ll look at rewiring through mri

sequences

so this would be looking at the wiring

seeing if those dormant parts by being

stimulated

can then be rewired and repaired so that

someone who

maybe couldn’t pick up a cup of coffee

or even feed themselves could do that

again

so we’ve made these connections we’ve

made connections to these

patients and then performers and the

audience

and this talk and these videos i may be

able to connect

to more people but i’d like to share

this device with

a much wider audience by making a device

that would be widely available

this way someone could anyone anywhere

who has motor disability

could take the device home and they

could be empowered

to create music again anywhere

so why is this important well it’s

probably pretty clear to you

by now that music is very important to

me but why is music important in the

world well

music is not just a cultural cornerstone

of every

society in human history

it’s actually a behavior that’s wired

into the structure of every human

being’s brain

music is not just for entertainment it’s

critical in the development of the brain

and for learning

emotional communication so by empowering

people

to play music who’d never been able to

move before it’s not only empowering but

it’s key to their

participation in a truly full life

thank you

[音乐]

想想音乐在

你生活中的重要性

你会演奏乐器吗你会

在淋浴时唱歌你

喜欢听你最喜欢的音乐

吗如果我们能把音乐的乐趣

带给个人并使用

它会怎样 为了

恢复那些在大学里瘫痪的人的功能,

我是一个

真正热爱科学的音乐家,或者我是

一个

真正热爱音乐的科学家,而不仅仅是一种

爱好,

我无法调和这两件事,

因为在学术界他们似乎

巧克力和花生酱他们只是

他们不在一起所以

在第一次宣布主修音乐

和音乐作曲后,

我后来转向分子生物学

,我继续在一边追求音乐,

这似乎是后来

做的实际事情

在研究生院时,我

在攻读

大脑发育遗传学的神经生物学博士学位

音乐学院

,对我来说,过去和今天的音乐对于我来说

永远是

绝对

必要的,它是一种向世界表达我的

情感

的方式,它对我来说是有意义的,它可以

治愈我的心,它可以

恢复我的思想

, 学术界

似乎把我描绘成一个杰基尔和海德

角色,或者也许是

黑天鹅十年前,

呃,我正在做一个外科癫痫的神经学

奖学金,所以在

实验室里我正在研究

大脑中的音乐处理

电迹 复杂的声音

分析

,然后在我的艺术和音乐工作室,

我正在创建一个艺术项目,我

称之为 encephalophone,所以

这是一个脑机接口,

允许

无法移动的人再次播放音乐,因此

它允许人们在没有移动的情况下播放音乐

直接来自大脑信号的运动然后作为一名神经科医生,

我在医院,我正在看

中风患者,我开始注意到

其中一些

中风患者不仅失去了

他们的移动能力或说话能力,但

在很大程度上无法识别

的生活质量损失 无法

演奏音乐,对于

专业音乐家甚至是

热情的业余爱好者来说,这是

非常毁灭性的,这是生活质量的重大损失,

并且灯泡熄灭了 我的头和我

哦,我可以接受我拥有的这个艺术项目

,我可以用它来为这些人真正恢复

这些患者的生活质量

,所以这些平行的

路径终于开始融合

在一起,

所以这是如何工作的 脑音器是如何

工作的,所以

我们要做的是测量

大脑中称为运动皮层的部分的大脑活动,

所以这是大脑

中告诉你的手臂和腿移动的部分

,我们会在

你移动时查看该活动 你的手臂活动

增加了,但是如果你

考虑移动你的手臂,那么整洁的

是它实际上

具有相同的活动,

所以当你考虑移动

但你没有行动时,我们可以测量它 lly 必须移动

让我们在这里尝试一些事情

给你一个例子 我希望

闭上眼睛 放松一下 想象你

漂浮在

水中 抬头看着天空中的云彩

所以放松一下 漂浮着

,看着天空中的云彩经过

你现在在脑机上演奏高音

所以现在我想让你想象移动你的

右手

只是想象移动它实际上并没有

移动它

考虑拿一个挤压球

然后挤压 松开握力,松开握力,

现在你在脑音器上弹奏低音,

所以睁开眼睛,所以我们正在做的是

测量运动皮层

中告诉你的手臂和腿

在你放松时移动的部分 想着

天空中的云彩,

你会得到高音 当你

想抓住和松开那个

挤压球时,

你会得到低音,所以

一开始就像任何新乐器一样,有点挑战和尴尬,

但快乐 它

可以带来 o

有权再次演奏音乐的人

无疑是强大的,

所以举个例子,我

在医院有一个病人

玛丽亚,她脖子以下瘫痪,

甚至不能说话,

但在这一切之前,她是一名音乐家,

她演奏 在乐队里,

她写歌她唱歌

,然后她得了脑瘤和

多次手术

,她完全被摧毁了不能

移动不能说话

也不能播放音乐所以在医院的临床

试验中,

她开始使用脑机,

当 她到了那一刻,你

可以看到她

意识到她实际上在演奏音乐

并且可以控制

她开始微笑她开始

咯咯笑她开始高兴地哭泣

在这一刻她意识到我正在

演奏音乐 又是八年来的第一次

所以我做这些临床试验

的目的是为了

证明脑机不仅仅是一个

新奇的艺术项目,它实际上

是为了展示 它有效,我

需要

在实验室做一些实验,

所以我们首先做的是我们让

正常健康的人

没有任何运动障碍,

其中

一些是音乐家,一些是非音乐家

,我们让他们使用脑音器

来尝试匹配 目标音符,所以我们给了

他们一个音符

,他们正在弹奏这个音符,做着

你几分钟前刚做的事情

较低

,他们需要尝试

用两种不同的方法连续三次匹配音符 我们有

所有这些人 15 名受试者,他们

不仅有

准确度并且有真正的控制力,而且他们

实际上

比随机的准确度要好得多,所以这

是 真的很令人兴奋,这表明

这不仅仅是

从他们的大脑中发出的随机音符,

而且它实际上是

真正的控制,它确实有效,所以

现在我已经证明它对

正常人有效 我想证明

这对像玛丽亚

这样有

运动障碍的人 患有中风的

人 脑出血

多发性硬化症 脊髓损伤

退伍军人的截肢者

所有类型的真正运动

障碍的人 所以

我们做了同样类型的实验

我们让他们匹配目标音符,

但这些人甚至不能

移动,所以

他们不仅以一定的准确性匹配目标音符,

而且随着时间的推移,他们实际上有所提高,所以在

这六次试验中,

他们能够真正

学习他们正在学习 如何

更好地

做到这一点,以便

在所有这 12 名患者中真正令人兴奋和满意,其中一名

患者是乔纳森,

所以乔纳森是一位出色的计算机

程序员和

音乐家,患有多发性硬化症,

所以他的多发性硬化症

影响了他的脑干

而不是他的大脑 所以他的

大脑完全完好,

但 ms 基本上切断了

我所知道的运动皮层之间的连接 我只是

在谈论告诉你的

手臂和腿移动的部分

它切断了他的大脑和身体之间的联系

所以他用自己的话描述它的方式

他说我想象这种疾病就像

滑倒

慢慢失去联系

物理世界,

所以我内心的科学家激励我

做这些实验 我非常

满意,因为我必须

证明这不仅适用于普通人,

而且适用于像乔纳森

和玛丽亚这样

实际上不能移动的人,这真的很

令人兴奋但

我内心的音乐家需要

在他们开始表演时将

其带到表演

中 我举办了

一系列音乐会,2019 年的一场音乐会

展示了两位四肢瘫痪的音乐家,

其中一位是乔纳森

和一个现场爵士乐团演奏

想给你看一段

[音乐]

[掌声]

所以这场表演让我自己

、乐队

和整个观众都流下了眼泪,

但乔纳森用

他自己的话来描述这段经历的话

真的让我很感动,所以他

说疾病导致我

与物质世界失去联系

的滑落就像舞台上落下的帷幕

,那天晚上用脑机的表演

稍微拉开了帷幕

,让我得以窥视

并做出真实的 与

观众的联系正是

这对我来说是一次真正神奇的

体验,

所以我们已经能够证明

我们可以重新授权有运动

障碍的人再次演奏音乐并

再次以音乐家的身份表演,

但如果我们能 带上

脑机,不仅可以

让人们播放音乐,而且我们

实际上可以让

瘫痪的人再次活动如果我们可以

带走他们受损的大脑部分

休眠并修复它,

以便它们实际上

可以再次开始移动 运动技能提高

看看他们是否可以更好

认知改善 看看他们是否可以

更好地思考

我们将通过 mri 序列查看重新布线

所以这将查看布线

看看那些被刺激的休眠部分是否

可以重新布线和修复所以

可能无法拿起一杯咖啡

甚至无法喂自己的人可以

再次

这样做,所以我们已经建立了这些联系,我们

已经与这些患者建立了联系

,然后是表演者和

观众

,这个谈话和这些视频我可能

能够连接

到更多的人,但我想

通过制作一种可以广泛使用的设备来与更广泛的受众分享

这个设备,任何人都可以在任何地方

拥有摩托车 r 残疾

可以把设备带回家,他们

可以被授权

在任何地方再次创作音乐

所以为什么这很重要现在

你可能很

清楚音乐对我来说非常

重要但为什么音乐在

世界上很重要

音乐并不重要 只是

人类历史上每个社会的文化基石

它实际上是一种

与每个人的大脑结构相关的行为

在这不仅赋予他们权力,

而且是他们

参与真正充实的生活的关键之前,他们从来没有能够移动过,

谢谢