Interact with any device using your mind

[Music]

this is my cousin sam

sam was born completely paralyzed

he’s unable to speak or controllably

move

because of severe cerebral palsy

he’s completely dependent on his parents

and caregivers

for everything while being fully lucid

i want you to imagine what it might be

like

to be completely dependent on others yet

to not be able to express yourself

and to be unable to interact with the

world around you

this is what i was imagining at my first

tedx auckland some years back

under the punchy slogan of make

happen we the audience were asked

to complete a sentence if i ran the

world

something something when i was done

my answer card read allow

paralyzed children to have equal

opportunity in the world

and the second card underneath said

create technology that allows them

to speak at this point

this was a big dream with absolutely

zero support for execution

luckily just days after that event i

came across a video demonstration of a

device

that could read the electrical activity

of the brain

and with some training allowed a person

to move a box on the screen

using their brain activity now it seemed

like there could be a way to get to that

dream

the initial idea went something like

this

you take that device or similar

technology

to then bypass the limitations of

physical disability

and directly access what’s in the

person’s mind

so they can control a computer and

communicate

plus there was a bonus and this might

surprise

some of you everybody has a brain

so if this worked for someone like my

cousin sam

then anybody could also communicate

and interact using their mind

in academia and research this is called

brain computer interfacing

and outside of those more recently it’s

also been referred to as brain sensing

technology

here is a very quick overview the basic

premise is to

observe the activity of the brain and

then interpret it

into control commands or other inputs

for computer systems

these observations can be done either

invasively

by surgically inserting electrodes into

the brain to detect the electrical

activity of neurons the brain cells

or non-invasively using different brain

imaging and monitoring techniques

for example functional mri that uses

huge magnets

in room-sized machines to look at

changes in

blood flow that are associated with

brain activity

or electro-interferography eeg that

looks at the electrical activity of the

brain using an array

of sensors that is placed on the outside

of the scalp

to me this seemed like an easier option

comparing to brain surgery or

multi-million dollar mri scanners

especially if we could get a less

conspicuous

device

fast forward a couple of years and i and

several people much smarter than me

started a company called thoughtwired

at thoughtwired we use this kind of

technology to create a non-invasive

commercially available brain computer

interface for everyone

the ultimate goal is to have an

interface that will enable

anyone to intuitively interact with any

device

using their mind

last august years of our research and

development

culminated in launching our first

product now’s blink

now’s blink is a wearable that

translates eye movement signals

into actions while sensing brain

activity

a combination of an advanced biosensor

and our unique machine learning

algorithms

allows anyone to control a computer by

blinking their eyes

with it people like sam can type out

text browse the internet

operate smart home devices basically do

anything that can be done

with a click of a button

one of these people is daniel a vibrant

creative 27 year old

danielle just like sam lives with severe

cerebral palsy

before now’s blank she could only

communicate yes by looking up

and no by looking down she had tried a

number of

different types of assistive access and

communication technologies but none

worked for her needs during development

of naos we spent

a year co-designing the system with

danielle

and her support network this process

ensured that what we were building

suited her needs and the needs of those

with similar conditions

now danielle uses now on almost daily

basis to play games

communicate complete puzzles create

artwork

even take sneaky photos of her dad and

friends while they’re snoozing

it is the first time she’s been able to

independently communicate

in her life those of you

paying attention now may be asking

you are building a brain interface why

does your first product work using eye

blinks

the answer is electricity and

practicality

our bodies produce different kinds of

electrical activity

there’s brain activity muscle

activations even eye movements have

their own signals

and all of these can be detected using

sensors

let me demonstrate

excellent i did bring my brain perfect

the headband that i’m wearing is

actually a biosensor

it is manufactured by our partner and it

is the part of

the now system on the screen

you can see the signals the sensor is

picking up

from my forehead it is the combination

of my brain activity

eye movements and muscle activations

this bar chart is the breakdown of that

activity into frequency bands

and each band correlates to certain

types of brain activity and states

and we’ll come back to that in a little

bit and if you look at the line graph

you will see spikes there you go

like that that is me blinking my eyes

during our work on translating brain

activity into computer controls

we also created technology that can

detect these eiplinks

and more importantly differentiate

between the

natural automatic blinks and the

intentional purposeful ones

we take the signal data and transform it

into commands for controlling computers

this blink detection capability was

ready to be shipped before anything else

that we’ve built and so

we put it to use for people like

danielle

meaningful outcomes for users are far

more important than how capable or cool

your technology is

now’s blink systems have already been

deployed in eight countries around the

world

with individuals like danielle and

organizations that work with people with

disabilities

and as we speak finally my cousin sam

and his parents are learning how to use

their own

nail splint system

but now’s blink is just the first step

connecting the brain and computers is a

very hard problem

you need large amounts of dynamic brain

data

captured outside of controlled

environments like research labs

so everything that our team is learning

and the signal data that

our technology is accumulating from

now’s blink users

is feeding into our ongoing development

process of that ultimate brain interface

as we work towards that vision we are

guided by the principle that if you

start designing with people who

have very specific urgent needs

then you are likely to solve problems

for much larger populations

in the long run some of the technologies

and products

that are used by billions today

were originally designed to address very

specific challenges

the typewriter was initially used by

people who were blind to write letters

and alexander graham bell developed the

telephone to help his work

supporting people who were deaf

when we empathize with others we create

things that otherwise we might have

never created ourselves we see past the

specifics of what we know

to create experiences that can actually

be universal

by following this process we created a

solution that is already changing

people’s lives and obviously we’re not

done there are thousands of people like

sam and danielle who need

our system so our immediate focus is to

make sure it gets out to them

but at the same time we’re already

thinking how we can help

even larger populations of people we’re

considering a number of applications

in areas like cognitive assessments

therapy and sleep

cognitive assessments rely on ability to

communicate

which people who need those assessments

often lag due to trauma or disability

today mental health professionals rely

on subjective surveys

and observations to assess whether their

interventions are working

these methods are notoriously biased

uninformative

and inaccurate and in sleep health

people with

chronic disorders have to go to sleep

labs to be wired up to uncomfortable

devices

to be diagnosed and treated

with the type of wearable sensors and

machine learning algorithms that we use

it is possible to observe levels of

attention

stress cognitive load and many others

we can do that by analyzing the

composition of brain signals

those different frequency bands that i

showed earlier

and we already have the technological

foundation to do that

by building on it will be able to

provide accurate measures of

emotional state and cognitive function

real-time feedback on interventions

and progress to recovery or improvement

i’m especially excited by the

combination of the work that we’ve

already completed with these new

directions it will unlock access to

treatments and services for people with

severe disabilities who struggle to

communicate

among all of the other users this talk

started with

imagining and dreaming so let’s wrap it

up in a similar way

imagine having your smart device tell

you hey you seem to be

quite stressed and your attention isn’t

so great at the moment

so maybe let’s take a break go for a

walk and then you can come back to this

important piece of work that you need to

finish we can do this by analyzing those

same kinds of brain data

that we have to analyze for therapeutic

outcomes we will be able to

anticipate and predict user’s mental

states similarly to how google maps at

the moment suggests

different destinations based on your

history

then there are specific responses in the

brain that we observe

or experience for example it’s been

demonstrated that

detected can be distinct signals in

brain why error

is observed most of you just produced

those signals

while i did my best to keep the sentence

distorted for you

basically our brains spot errors in

language within milliseconds of

observation

you could see how plugging this into a

this detection

into a smart device could eliminate the

need to

ever press backspace again

from there we enter the territory of

superpowers

researchers around the world have been

achieving incredible results

extracting speech and images from brain

activity

letting people control exoskeletons and

robotic prosthetics

using their mind even proving that

technological telepathy

brain-to-brain communication is possible

these examples are strictly lab results

in most cases achieved with surgically

implanted electrodes

this means that unfortunately none of us

are going to be getting a

mind controlled exoskeleton for this

christmas or that we’ll be

telling campfire stories telepathically

during the holidays

but it gives us a glimpse of

scientifically proven

possibility and it is our job to now

turn these possibilities

into reality we have a working platform

to get us there

and key principles to guide us remember

to start with practicality before

coolness of technology

think of the non-average users because

the average

doesn’t exist and design with people

and not four people

imagine a future where technology

understands

and anticipates your needs and helps you

live

healthier more fulfilling life

imagine a world that is universally

accessible

to everyone at the speed of thought

this is the world that i and our team

are building and we want to empower not

just people like my cousin sam

or even me and you but everyone

to live healthier happier lives full of

independence possibility and superpowers

thank you

[音乐]

这是我的表弟山姆

山姆出生时完全瘫痪,

由于严重的脑瘫,

他无法说话或无法控制地移动他完全依赖父母

和照顾者

的一切,同时完全清醒

我想让你想象一下它

会是什么样子

完全依赖他人,

但无法表达自己

,无法与周围的世界互动,

这就是几年前我在奥克兰的第一个 tedx 时所想象的,当时我

的口号是让狗屎

发生,我们观众是

要求完成一个句子,如果我完成了

世界

某事,我完成了

我的答题卡阅读让

瘫痪的孩子在世界上拥有平等的

机会,

下面的第二张卡说

创造技术,让他们

在这一点上说话

这是一个很大的

幸运的是,在那次事件发生后几天,我对执行的支持绝对为零的梦想,我

遇到了一个设备的视频演示,该

设备

可以重新 大脑的电活动

和一些训练允许一个人

使用他们的大脑活动在屏幕上移动一个盒子现在

似乎有办法实现那个

梦想最初的想法是这样的

你拿那个设备 或类似的

技术

,然后绕过身体残疾的限制

,直接访问

人们的想法,

这样他们就可以控制计算机并进行

交流,而且

还有一个奖励,这可能

会让

你们中的一些人感到惊讶,每个人都有大脑,

所以如果这对像这样的人有用 我的

堂兄山姆,

那么任何人都可以

在学术界和研究中使用他们的思想进行交流和互动,这被称为

脑机接口

,在最近的那些之外,它

也被称为脑传感

技术

这里是一个非常快速的概述,基本

前提是

观察 大脑的活动,

然后将其解释

为这些观察到的计算机系统的控制命令或其他输入

可以

通过外科手术将电极

插入大脑以检测

脑细胞神经元的电活动来

进行侵入性

检查,也可以使用不同的大脑成像和监测技术进行非侵入性检查,

例如功能性核磁共振,它

在房间大小的机器中使用巨大的磁铁来观察

大脑活动

或电干涉脑电图相关的血流变化,即

使用

放置在头皮外侧的一系列传感器观察大脑的电活动,

对我来说,与脑部手术相比,这似乎是一个更容易的选择

或价值

数百万美元的核磁共振扫描仪,

特别是如果我们能在几年内快速获得一个不那么

引人注目的

设备

,我和

几个比我聪明得多的

人在thinkwired成立了一家名为thinkwired的公司

,我们使用这种

技术来创造一种非侵入性的

市售的脑机

接口人人都有

,最终目标是有一个

接口 t 将使

任何人都能够使用他们的思想直观地与任何

设备

进行交互

在我们去年 8 月的

研发中

最终推出了我们的第一款

产品 now’s blink

now’s blink 是一种可穿戴设备,可

将眼球运动信号

转化为动作,同时感知大脑

活动。 生物传感器

和我们独特的机器学习

算法

使任何人都可以通过眨眼来控制计算机

像山姆这样的人可以输入

文本 浏览互联网

操作智能家居设备 基本上

可以做任何可以通过点击按钮完成的事情

其中一个人 丹尼尔是一个充满活力的

创意 27 岁的

丹尼尔就像山姆一样生活在严重的

脑瘫

之前 现在是空白 她只能

通过仰视来表达是,

而通过低头来表达不是 她尝试了

许多

不同类型的辅助访问和

通信技术,但都没有

奏效 为满足她在开发 naos 期间的需求,

我们花

了一年时间共同设计 danielle

和她的支持网络的系统 这个过程

确保我们正在建造的东西

适合她的需求以及

现在 danielle 现在几乎

每天都用来玩游戏的人的需求

朋友们在打盹的时候

这是她生命中第一次能够

独立交流

你们

现在正在关注的人可能会问

你正在构建大脑接口

为什么你的第一个产品使用眨眼来工作

答案是电力和

实用性

我们的身体会产生不同类型的

电活动

有大脑活动 肌肉

活动 甚至眼球运动都有

自己的

信号 所有这些都可以使用传感器检测到

让我展示

出色 我确实让我的大脑

变得完美 我戴的头带

实际上是一个 生物传感器

它是由我们的合作伙伴制造的,它

sc 上现在系统的一部分

你可以看到传感器

从我的前额接收到的信号 这

是我的大脑活动

眼球运动和肌肉激活的组合

这个条形图是将该

活动分解为频带

并且每个频带与某些

类型的大脑活动相关联 状态

,我们稍后会回到这

一点,如果你看一下折线图,

你会看到那里的尖峰,你会

这样,那是我

在将大脑

活动转化为计算机控制的工作期间眨眼

我们还创造了技术 可以

检测这些 eiplink

并且更重要的是区分

自然自动眨眼和

有目的的故意眨眼

我们获取信号数据并将其

转换为用于控制计算机的命令

这种眨眼检测功能已经

准备好在我们构建的任何其他东西之前交付

所以

我们把它用于像 danielle 这样的人

对用户有意义的结果

远比能力如何重要 或者酷

你的技术

现在的眨眼系统已经

在全球八个国家部署,

包括像 danielle 这样的个人和

与残疾人一起工作的组织

,当我们最后说话时,我的堂兄 sam

和他的父母正在学习如何使用

他们自己的

指甲夹板 系统,

但现在的眨眼只是

连接大脑和计算机的第一步,这是一个

非常困难的问题,

您需要

在研究实验室等受控环境之外捕获大量动态大脑数据,

以便我们团队正在学习的所有内容

以及

我们技术的信号数据 从

现在开始积累的眨眼用户

正在进入我们正在进行

的终极大脑界面的开发过程,

因为我们朝着这个愿景努力,我们

遵循这样的原则,即如果你

开始与

有非常特殊迫切需求的人一起设计,

那么你可能会解决以下问题

从长远来看,一些技术

和产品的人口要多得多

今天被数十亿

人使用的最初设计是为了解决非常

具体的

挑战打字机最初是由

盲人用来写信的

,亚历山大·格雷厄姆·贝尔开发了

电话来帮助他的工作

当我们同情我们创造的其他人时支持聋哑人

否则我们可能

从未创造过

的东西 我们看到了我们所知道的细节

通过遵循这个过程来创造可以真正普遍的体验 我们创造了一个

已经改变

人们生活的解决方案 显然我们还没有

完成 有成千上万 像

sam 和 danielle 这样的人需要

我们的系统,所以我们的当务之急是

确保它能够提供给他们,

但同时我们已经在

考虑如何帮助

更多的人,我们正在

考虑一些应用程序

在认知评估

治疗和睡眠

认知评估等领域,认知评估依赖于

沟通

哪些人愿意 何需要那些

由于创伤或残疾而经常滞后的评估

今天心理健康专业人员

依靠主观调查

和观察来评估他们的

干预措施是否有效

这些方法是出了名的有

偏见 没有信息

和不准确,并且在睡眠健康方面

患有慢性疾病的人必须去睡眠

实验室 连接到不舒服的

设备 使用我们

使用的可穿戴传感器和

机器学习算法进行诊断和治疗

可以观察

注意力

压力认知负荷的水平以及许多其他

我们可以通过分析大脑信号的组成来做到这一点

我之前展示的那些不同的频段

,我们已经有了技术

基础,

通过在此基础上进行构建,将能够

提供

情绪状态和认知功能的准确测量,

对干预措施

和恢复或改善的进展提供实时反馈

我是 对作品的结合感到特别兴奋

我们

已经完成了这些新

方向,它将

那些难以

在所有其他用户之间交流的重度残障人士解锁获得治疗和服务的机会 本次谈话

想象和梦想开始,所以让

我们以类似的方式结束

想象 让你的智能设备告诉

你,嘿,你似乎

压力很大,而且你的注意力现在不是

那么好,

所以也许让我们休息一下去

散个步,然后你可以回到

你需要做的重要工作

完成后,我们可以通过分析

我们必须分析治疗

结果的相同类型的大脑数据来做到这一点,我们将能够

预测和预测用户的心理

状态,类似于谷歌地图目前如何

根据您的历史建议不同的目的地

我们观察到或体验到的大脑中的特定反应,

例如,已经

证明

检测到的可能是大脑中不同的信号,

为什么会出现

错误 s 观察到你们中的大多数人只是产生了

这些信号,

而我尽我最大的努力让句子

为你扭曲

基本上我们的大脑在观察的

几毫秒内发现语言中的错误

你可以看到如何将它插入到智能设备中的

这个检测中

可以消除

需要

从那里再次按下退格键,我们进入了

超级大国的

领域世界各地的研究人员已经

取得了令人难以置信的成果

,从大脑活动中提取语音和图像,

让人们用他们的思想控制外骨骼和

机器人假肢,

甚至证明

技术心灵感应

脑对脑交流

这些例子有可能

在大多数情况下都是通过手术植入电极实现的严格实验室结果,

这意味着不幸的是,我们

中的任何人都不会在

这个圣诞节获得精神控制的外骨骼,

或者我们将

在假期通过心灵感应讲述篝火故事,

但它 让我们一瞥

sc 经科学证明的

可能性,现在我们的工作就是

将这些可能性

变为现实 我们有一个工作平台

可以帮助我们实现目标

和指导我们的关键原则 记住

在技术冷静之前先从实用性开始

考虑非平均用户,

因为平均

水平不 与人而不是四个人一起存在和设计

想象一个未来,技术可以

理解

和预测您的需求并帮助您

过上

更健康、更充实的生活

我们的团队

正在建设中,我们不仅要赋予

像我堂兄山姆这样的人

,甚至是我和你这样的人,而且要让每个人

都能过上更健康、更快乐的生活,充满

独立的可能性和超级大国,

谢谢