Anil Seth How your brain invents your self TED

Transcriber:

Who am I? Who is anyone, really?

When I wake up in the morning
and open my eyes,

a world appears.

These days, since I’ve hardly
been anywhere,

it’s a very familiar world:

there’s the wardrobe
beyond the end of the bed,

the shuttered windows
and the shrieking of seagulls,

which drives Brighton residents
like me absolutely crazy.

But even more familiar
is the experience of being a self,

of being me,

that glides into existence
at almost the same time.

Now this experience
of selfhood is so mundane

that its appearance, usually,
just happens without us noticing at all.

We take our selves for granted,

but we shouldn’t.

How things seem is not how they are.

For most of us, most of the time,

it seems as though the self, your self,
is an enduring and unified entity –

in essence, a unique identity.

Perhaps it seems as though
the self is the recipient

of wave upon wave of perceptions,

as if the world just pours
itself into the mind

through the transparent
windows of the senses.

Perhaps it seems as though the self
is the decision-maker in chief,

deciding what to do next
and then doing it,

or, as the case may be,
doing something else.

We sense, we think and we act.

This is how things seem.

How things are is very different,

and the story of how and why this is so

is what I want to give you
a flavor of today.

In this story, the self is not the thing
that does the perceiving.

The self is a perception too,

or rather, it’s the collection
of related perceptions.

Experiences of the self and of the world

turn out to be kinds
of controlled hallucinations,

brain-based best guesses

that remain tied to the world and the body

in ways determined not by their accuracy,

but by their utility,

by their usefulness for the organism
in the business of staying alive.

Now the basic idea is quite simple,

and it goes back a very long way
in both science and philosophy –

all the way back, in fact, to Plato

and to the shadows cast by firelight
on the walls of a cave,

shadows which the prisoners within
took to be the real world.

Raw sensory signals,

the electromagnetic waves
that impinge upon our retinas,

the pressure waves
that assault our eardrums, and so on,

well, they’re always
ambiguous and uncertain.

Although they reflect
really existing things in the world,

they do so only indirectly.

The eyes are not transparent windows
from a self out onto a world,

nor are the ears,

nor are any of our senses.

The perceptual world that arises for us
in each conscious moment –

a world full of objects and people,

with properties like shape,
color and position –

is always and everywhere
created by the brain,

through a process
of what we can call “inference,”

of under-the-hood, neurally implemented
brain-based best guessing.

Now …

Here’s a red coffee cup.

When I see this red coffee cup,
when I consciously see it,

that’s because “red coffee cup”
is my brain’s best guess

of the hidden and ultimately unknowable
sensory signals that reach my eyes.

And just think about
the redness itself, for a moment.

Does the color red exist in the world?

No, it doesn’t.

And we don’t need neuroscience
to tell us this.

Newton discovered long ago
that all the colors we experience,

the rainbow of the visible spectrum,

are based on just a few wavelengths
of electromagnetic radiation,

which itself is, of course,
entirely colorless.

For us humans,

a whole universe of color is generated
from just three of these wavelengths,

corresponding to the three types
of cells in our retinas.

Color-wise, this thin slice of reality,
this is where we live.

Our experience of color –

indeed, our experience of anything –

is both less than and more than
whatever the real world really is.

Now what’s happening
when we experience color

is that the brain
is tracking an invariance,

a regularity in how objects
and surfaces reflect light.

It’s making a best guess,

a top-down, inside-out prediction,

about the causes
of the relevant sensory signals,

and the content of that prediction –

that’s what we experience as red.

Does this mean that red
is in the brain, rather than the world?

Well, no.

The experience of redness
requires both the world and a brain,

unless you’re dreaming,
but let’s not worry about that for now.

Nothing in the brain is actually red.

Cézanne, the great impressionist painter,

once said that color is where the brain
and the universe meet.

Now the upshot of all this

is that perceptual experience
is what I’ve come to call,

drawing on the words of others,

a “controlled hallucination.”

Now this is a tricky term,
prone to misunderstandings,

so let me be clear.

What I mean is that the brain
is continuously generating predictions

about the causes of sensory signals,

whether these come from the world
or from the body,

and the sensory signals themselves
serve as prediction errors,

reporting a difference

between what the brain expects
and what it gets,

so that the predictions
can be continuously updated.

Perception isn’t a process
of reading out sensory signals

in a bottom-up or outside-in direction.

It’s always an active construction,

an inside-out, top-down neuronal fantasy

that is yoked to reality

in a never-ending dance
of prediction and prediction error.

Now I call this process
controlled hallucination

to emphasize just this point.

All of our experiences
are active constructions

arising from within,

and there’s a continuity here,

between normal perception
and what we typically call hallucination,

where, for example, people might
see or hear things that others don’t.

But in normal perception,

the control is just as important
as the hallucination.

Our perceptual experiences
are not arbitrary.

The mind doesn’t make up reality.

While experienced colors
need a mind to exist,

physical things,
like the coffee cup itself,

exist in the world
whether we’re perceiving them or not –

it’s the way in which these things appear
in our conscious experience

that is always a construction,

always a creative act
of brain-based best guessing.

And because we all have different brains,

we will each inhabit our own distinctive,
personalized inner universe.

Now I’ve digressed quite far
from where we began,

so let me end by returning to the self,

to the experience of being you,

or being me.

They key idea here
is that the experience of being a self,

being any self,

is also a controlled hallucination,
but of a very special kind.

Instead of being about the external world,

experiences of selfhood are fundamentally
about regulating and controlling the body.

And what’s important here
is that the experiences of being a self

are composed of many different parts

that normally hang together
in a unified way,

but which can come apart in, for instance,
psychological or neurological disorders,

There are experiences of being
a continuous person over time,

with a name and a set of memories

shaped by our social
and cultural environments.

There are experiences of free will,

of intending to do something,

or of being the cause
of things that happen.

There are experiences
of perceiving the world

from a particular perspective,
a first-person point of view.

And then, there are deeply
embodied experiences,

for instance of identifying
with an object in the world

that is my body.

These hands, they’re my hands.

And then, of emotion and mood.

And at the deepest-lying,
most basal levels,

experiences of simply being a living body,

of being alive.

Now my contention
is that all these aspects of being a self

are all perceptual predictions
of various kinds.

And the most basic aspect
of being any self

is that part of perception

which serves to regulate the interior
of the body to keep you alive.

And when you pull on this thread,
many things follow.

Everything that arises in consciousness
is a perceptual prediction,

and all of our conscious experiences,

whether of the self or of the world,

are all deeply rooted in our nature,
as living machines.

We experience the world around us
and ourselves within it,

with, through and because
of our living bodies.

So who are you, really?

Think of yourself
as being like the color red.

You exist, but you might not be
what you think you are.

Thank you.

David Biello: A stand-in for the audience.
Anil Seth: David is clapping.

(Laughter)

AS: That makes me feel better.
DB: It was great. Thank you for that.

I have to say that the thought of my brain
floating around in a bony prison

is a disturbing one.

But how do all those billions
and trillions of neurons

give rise to this experience
of consciousness,

in your view?

AS: First, I mean,
consciousness is experience,

so I’d use the two terms
synonymously there.

It’s the same thing.

And by the way,

the idea of your brain wobbling around
in its bony vault of a skull

is presumably less disturbing
than it doing something else

and doing something
outside of the skull. (Laughter)

That would be the more worrying situation.

But the question, of course,
this is the big question.

You start off with a simple question,
“How does it all happen?”

And this is why there is
a long way to go here.

And there are, I think, two ways
to approach this mystery.

So the fundamental question here is …

What is it about a physical mechanism,

in this case, a neurobiological mechanism,

86 billion neurons
and trillions of connections,

that can generate
any conscious experience?

Put that way, it seems extremely hard,

because conscious experiences
seem to be the kinds of things

that cannot be explained
in terms of mechanisms,

however complicated
those mechanisms might be.

This is the intuition that David Chalmers
famously called “the hard problem.”

But my approach,
as hinted at in this talk,

is that we can characterize
different properties of consciousness –

what a perceptual experience is like,

what an experience of self is like,

what the difference between sleep
and wakefulness is like.

And in each of those cases,
we can tell a story

about how neural mechanisms
explain those properties.

In the part of the story
we’ve touched on today,

it’s all about predictive processing,

so the idea is that the brain
really does encode within it

a sort of predictive generative model
of the causes of signals from the world,

and it’s the content of those predictions

that constitutes
our perceptual experience.

And as we sort of develop and test
explanations like this,

the intuition is that this hard problem

of how and why neurons,
or whatever it is, in the brain,

can generate a conscious experience,

won’t be solved directly –
it will be dissolved.

It will gradually fade away
and eventually vanish

in a puff of metaphysical smoke.

DB: Katarina wants to talk
about anesthesia,

that experience of having
your consciousness kind of turned off.

What do we know about this ability
to switch a person off,

in a matter of seconds?

What is actually happening
there, do you think?

AS: Firstly, I think it’s one of the best
inventions of humanity, ever.

The ability to turn people into objects
and then back again into people –

I wouldn’t want to live
at a time in history without it.

Whenever we have this, like,

“Wouldn’t it be nice to live
in Greek antiquity or something,

when people swum around,
philosophizing, drinking wine?”

Yes, but what about anesthesia?

(Laughs)

That’s my response.

It does work, this is a fantastic thing.

How?

Here’s an enormous opportunity
for consciousness science,

because we know what anesthetics do
at a very local level.

We know how they act on different
molecules and receptors in the brain.

And of course, we know
what ultimately happens,

which is that people get knocked out.

And by the way,
it’s not like going to sleep.

Under general anesthesia,
you’re really not there.

It’s an oblivion comparable
with the oblivion before birth

or after death.

So the real question is,
“What is happening?”

How is the local action of anesthetics
affect global brain dynamics

so as to explain this disappearance
of consciousness?

And to cut a long story very short,
what seems to be happening

is that the different parts of the brain

become functionally disconnected
from each other,

and by that I mean,
they speak to each other less.

The brain is still active,

but communication between brain areas
becomes disrupted in specific ways.

and there’s still a lot we need to learn

about the precise ways
in which this disconnection happens –

what are the signatures
of the loss of consciousness?

There are many different
kinds of anesthetic,

but whichever variety
of anesthetic you take,

when it works, this is what you see.

DB: I think some folks such as Jasmine
and more anonymous folks

are troubled by this idea
that what I call red

might be a different color for you
and for everyone else.

Is there a way of knowing
if we’re all hallucinating reality

in a similar way or not?

AS: Again, this is a lovely topic,

and it really gets to the heart
of how I’ve been thinking

about perception,

because one of the aspects of perception
that I think is easy to overlook

is that the contents of perception
seem real, right?

The redness of this coffee cup,

it seems to be a mind-independent,

really existing property
of the external world.

Now, certain aspects of this coffee cup
are mind-independent.

Its solidity is mind-independent.

If I throw it at you, David,
across the Atlantic,

and you don’t see it coming,
it will hit you in the head, it will hurt.

That doesn’t depend on you seeing it,

but the redness does depend on a mind.

And to the extent
that things depend on a mind,

they’re going to be different
for each of us.

Now, they may not be that different.

In philosophy, there’s this argument
of the inverted spectrum,

so if I see red, is that the same
as you seeing green or blue, let’s say?

And we might never know.

I don’t have that much truck
with that particular thought experiment.

Like many thought experiments,
it pushes things a little bit too far.

I think the reality is that we see
things like colors,

maybe we see them similar,
but not exactly the same,

and we probably overestimate
the degree of similarity

between our perceptual worlds,

because they’re all filtered
through language.

I mean, I just used the word “red,”
and there are many shades of red;

painters would say, “What red?”

I remember when I was decorating my house,

it’s like, “I want to paint
the walls white.”

How many shades of white are there?

This is too many.

And they have weird names,
which doesn’t help.

We will overestimate
the similarity of our universe.

And I think it’s a really
interesting question,

how much they do indeed diverge.

You will probably remember
this famous dress,

this photo of a dress
half the world saw as blue and black,

and the other half saw as white and gold.

AS: You’re a white and gold person?
DB: Yeah, yeah.

AS: I’m a blue and black person.

I was right, the real dress
is actually blue and black.

(Laughter)

AS: Never mind …

DB: We could argue about that.

AS: We couldn’t.
It really is blue and black.

I talked to the dress designer.
The actual one is blue and black.

There’s no argument there.

But the thing that made that so weird

is that it’s not that we vaguely see it
as one color or the other,

we really see that blueness and blackness
or whiteness and goldness

as really existing in the world.

And that was an interesting lever

into a recognition of how different
our perceptual universes might be.

And in fact, a study we’re doing at Sussex
over the next year or two,

we’re trying to characterize
the amount of perceptual diversity

that is just there to be discovered.

We’re usually only aware of it
at the extremes,

people call things like neurodiversity,

where people have experiences
that are so different,

they manifest in different behaviors.

But I think there’s this,
sort of, big dark matter

of individual diversity in perception
that we know very little about,

but it’s there.

DB: I’m glad we could put to rest
a major internet debate

and come down firmly
on the blue and black side of things.

Daniella wants to know,

“Could you explain how memory is involved
in this perception of a self?”

AS: Just as there are many
different aspects of selfhood,

there are many different
kinds of memory, too.

I think colloquially,
in everyday language,

when we talk about memory,

we often talk about autobiographical
memory or episodic memory,

like “What did I have for breakfast?”

“When did I last go for a walk?”

These kinds of things.

“When did I last have the pleasure
of talking to David?”

These are the memories
of things that pertain to me

as a continuous individual over time.

That’s one way in which memory
plays into self,

and that part of memory can go away,
and self remains –

back to the earlier point.

There’s a famous case
I talk about in the book,

of a guy called Clive Wearing,

who had a brain disease,
an encephalopathy,

which basically obliterated his ability
to lay down new autobiographical memories.

He lost his hippocampus,

which is a brain region
very important for this function.

His wife described it as him living
in a permanent present tense,

of between seven to 30 seconds.

And then, everything was new.

It’s very, very difficult to put yourself
in the shoes of somebody like that.

But other aspects of his self remained.

But then, there are all sorts
of other aspects of memory

that probably also play into what it is
to be you or to be me.

We have semantic memory.

We just know things,

like we know what the capital
of France is, who the president is,

I hope so, I don’t know.

Sometimes, that’s a good thing.
Sometimes, that’s not a good thing.

And all of these things
that get encoded in memory

shape our self too.

And then finally,
there’s perceptual memory.

It’s not that experience is like a video
recording that we can replay,

but everything we experience changes
the way we perceive things in the future,

and the way we perceive things
is also, in my view,

part of what it is to be a self.

Actually, I just want to say,

one of the really interesting
questions here,

and one of the things we’re working on –

Imagine a typical day.

You go through your typical day,

you’re experiencing
a continuous stream of inputs.

Now you blink, of course,
and so on, but more or less,

there’s this continuous stream of inputs.

Yet when we remember a day,

it’s usually in chunks,
these autobiographical chunks:

“I did this, I did that,
I did the other, this happened.”

So a really important question

is, “How does this chunking
process happen?”

“How does the brain extract
meaningful episodes

from a relatively continuous
flow of data?”

And it’s kind of disturbing,

how little of any given day we remember.

So it’s a very selective process,

and that’s something
that I think is going to be useful

not only for basic neuroscience,

but, for instance, in helping people
with memory loss and impairments,

because you could, for instance,
have a camera,

and then, you could predict what aspects
of their day would constitute a memory,

and that can be very, very useful
for them and for their carers.

DB: The brain clearly has a good editor.

You call us, people,
“feeling machines” in your book.

Care to expand on that?

AS: Yeah, that’s right.

Well, we’re not cognitive computers,
we are feeling machines.

And I think this is true
at the level of making decisions,

but for me, it’s really at the heart
of how to understand life,

mind and consciousness.

And this, really, is the idea that –

In consciousness science,
we tended to think things like vision –

Vision as being the royal road
to understanding consciousness.

Vision is easy to study,
and we’re very visual creatures.

But fundamentally,

brains evolved and develop and operate
from moment to moment

to keep the body alive,

always in light of this deep
physiological imperative

to help the organism persist
in remaining an organism,

in remaining alive.

And that fundamental role of brains,

that’s what, in my view,
gave rise to any kind of perception.

In order to regulate something,

you need to be able to predict
what happens to it.

It’s this whole apparatus
of prediction and prediction error

that undergirds all
of our perceptual experiences,

including the self,

has its origin in this role

that’s tightly coupled
to the physiology of the body.

And that’s why, I think,
we’re feeling machines,

we’re not just computers

that happen to be implemented
on meat machines.

DB: Thank you, Anil,
for chatting with us today.

AS: Really enjoyed it.

AS: Thanks a lot, David.
DB: Thank you.

抄写员:

我是谁? 谁是人,真的吗?

当我早上
醒来睁开眼睛时,

一个世界出现了。

这些天,因为我几乎没有
去过任何地方,

这是一个非常熟悉的世界

:床尾的衣柜

、百叶窗
和海鸥的尖叫,

这让像我这样的布莱顿居民
疯狂。

但更熟悉
的是成为自我的体验,成为我的体验,

几乎同时滑入存在

现在这种
自我体验是如此平凡

,以至于它的出现,通常,
只是发生在我们根本没有注意到的情况下。

我们认为自己是理所当然的,

但我们不应该这样做。

事情看起来不是这样。

对我们大多数人来说,大多数时候,

自我,你的自我,似乎
是一个持久而统一的实体

——本质上,是一个独特的身份。

或许
自我似乎是

一波又一波感知的接受者,

就好像世界只是通过感官的透明窗户将
自己倾注到头脑中

也许似乎自我
是主要的决策者,

决定下一步
做什么,然后去做,

或者,视情况而定,
做其他事情。

我们感觉,我们思考,我们行动。

事情就是这样。

事情是如何非常不同的,

而关于如何以及为什么会这样的故事

是我今天想给你的
一个故事。

在这个故事中,自我
不是感知的东西。

自我也是一种知觉,

或者更确切地说,它
是相关知觉的集合。

对自我和世界的体验

被证明是一种
受控制的幻觉,

基于大脑的最佳猜测

,它们与世界和身体

的联系方式不是由它们的准确性决定的,

而是由它们的效用,

由它们对有机体的有用性决定的
在维持生命的业务中。

现在基本的想法很简单

,它可以追溯到科学和哲学的很长一段
路——

事实上,一直追溯到柏拉图

和火光投射
在洞穴墙壁上的

阴影,阴影 里面的囚犯
被认为是真实的世界。

原始的感觉信号

,撞击我们视网膜

的电磁波
,冲击我们耳膜的压力波等等,

嗯,它们总是
模棱两可和不确定的。

尽管它们反映
了世界上真实存在的事物,

但它们只是间接地这样做。

眼睛不是
自我通向世界的透明窗户,

耳朵

也不是,我们的任何感官也不是。

在每个有意识的时刻为我们出现的感知

世界——一个充满物体和人的世界,

具有形状、
颜色和位置等属性——

总是
由大脑

通过
我们可以称之为“推理”的过程在任何地方创造出来的。 ,

”在引擎盖下,神经实现
的基于大脑的最佳猜测。

现在……

这是一个红色的咖啡杯。

当我看到这个红色的咖啡杯时,
当我有意识地看到它时,

那是因为“红色咖啡杯”
是我大脑对到达我眼睛

的隐藏且最终不可知的
感觉信号的最佳猜测。

想想发红本身,片刻。

世界上存在红色吗?

不,它没有。

我们不需要神经科学
来告诉我们这一点。

牛顿很久以前就
发现,我们所体验到的所有颜色,即可

见光谱中的彩虹,

都是基于几个波长
的电磁辐射

,当然,电磁辐射本身是
完全无色的。

对于我们人类来说

,整个色彩世界
仅由其中三种波长产生,

对应
于我们视网膜中的三种细胞。

颜色方面,这片现实的薄片,
这就是我们生活的地方。

我们对色彩的体验——

事实上,我们对任何事物的体验

——都比
真实世界的真实情况要少得多。

现在,
当我们体验颜色

时,大脑
正在追踪一种不变性,

即物体
和表面如何反射光的规律性。

它正在做出最好的猜测

,自上而下,由内而外的预测,

关于相关感觉信号的原因,

以及预测的内容——

这就是我们体验到的红色。

这是否意味着红色
存在于大脑而不是世界?

嗯,不。

发红的体验
需要世界和大脑,

除非你在做梦,
但我们暂时不用担心。

大脑中实际上没有任何东西是红色的。

伟大的印象派画家塞尚

曾说过,色彩是大脑
和宇宙相遇的地方。

现在所有这一切的结果

是,

用别人的话来称之为感知体验,

一种“受控制的幻觉”。

现在这是一个棘手的术语,
容易引起误解,

所以让我说清楚。

我的意思是,
大脑不断

对感觉信号的原因产生预测,

无论这些是来自世界
还是来自身体

,感觉信号
本身就是预测错误,

报告

大脑预期和预期之间的差异
得到,

以便预测
可以不断更新。

感知不是

以自下而上或由外而内的方向读出感觉信号的过程。

它始终是一种积极的结构,

一种由内而外、自上而下的神经元幻想


预测和预测错误的永无止境的舞蹈中与现实相结合。

现在我把这个过程
控制的

幻觉称为强调这一点。

我们所有的经验
都是

从内部产生的积极结构,

在正常感知
和我们通常所说的幻觉之间

存在连续性,例如,人们可能会
看到或听到其他人看不到的东西。

但在正常感知中

,控制与幻觉一样重要

我们的知觉体验
不是任意的。

头脑并不构成现实。

虽然经验丰富的颜色
需要心灵存在,但

物理事物,
如咖啡杯本身,无论我们是否感知它们,都

存在于世界中

——这些事物
在我们有意识的体验

中出现的方式始终是一种构造,

始终是
基于大脑的最佳猜测的创造性行为。

而且因为我们都有不同的大脑,

我们每个人都将居住在我们自己独特的、
个性化的内在宇宙中。

现在我已经
离我们开始的地方很远了,

所以让我回到自我,

回到成为你

或成为我的体验。

他们这里的关键思想
是,成为自我的体验,

成为任何自我,

也是一种受控的幻觉,
但属于一种非常特殊的幻觉。 自我体验

不是关于外部世界,

而是从根本上
说是关于调节和控制身体。

这里重要的
是,成为一个自我的经历

是由许多不同的部分组成的,这些部分

通常
以统一的方式结合在一起,

但在心理或神经障碍等情况下可能会分开,

有成为
一个连续的人的经历 随着时间的推移,我们的社会和文化环境塑造

了一个名字和一组记忆

有自由意志

、打算做某事

或成为
事情发生的原因的经验。

从特定视角
、第一人称视角感知世界的经历。

然后,有深刻
体现的体验,

例如认同
世界上的一个物体,

那就是我的身体。

这些手,它们是我的手。

然后是情绪和心情。

而在最深层次,
最基础的层面上,

体验只是成为一个活生生的身体

,活着。

现在我的论点
是,作为一个自我的所有这些方面

都是各种感知
预测。

成为任何自我的最基本方面

是感知的一部分,

它用于调节
身体内部以使您保持活力。

当你拉上这条线时,
很多事情都会随之而来。

意识中出现的一切都是
感性的预测

,我们所有的有意识体验,

无论是自我还是世界,

都深深植根于我们
作为活机器的本性。

我们通过我们的生命体体验我们周围的世界
和我们自己

所以你到底是谁?

把自己想象
成红色。

你存在,但你可能不是
你认为的那样。

谢谢你。

David Biello:观众的替身。
Anil Seth:大卫在鼓掌。

(笑声)

AS:这让我感觉好多了。
DB:太棒了。 谢谢你。

我不得不说,一想到我的大脑
在一个骨瘦如柴的监狱里四处游荡,那真是

令人不安。

但是,在您看来,所有这些数十亿
和数万亿个神经元是如何

产生这种
意识体验的

呢?

AS:首先,我的意思是,
意识就是经验,

所以我会在这里同义地使用这两个术语

这是同一件事。

顺便说一句,

你的大脑
在头骨的骨头拱顶中摇摆不定的想法

可能
比它做其他事情


在头骨外做一些事情更令人不安。 (笑声)

那将是更令人担忧的情况。

但是问题,当然,
这是一个大问题。

你从一个简单的问题开始,
“这一切是如何发生的?”

这就是为什么还有
很长的路要走。

我认为,有两种方法
可以解决这个谜团。

所以这里的基本问题是

……关于物理机制,

在这种情况下,神经生物学机制,

860亿个神经元
和数万亿个连接

,可以产生
任何有意识的体验是什么?

这么说来,似乎很难,

因为有意识的经验
似乎是

无法用机制来解释
的东西,

无论
这些机制多么复杂。

这就是大卫查默斯
著名的“难题”的直觉。


正如本次演讲所暗示的,我的方法

是,我们可以描述
意识的不同属性——

感知体验是

什么样的,自我体验是

什么样的,睡眠和清醒之间的区别
是什么样的。

在每一种情况下,
我们都可以

讲述神经机制如何
解释这些特性的故事。


我们今天谈到的部分故事中,

它都是关于预测处理的,

所以这个想法是大脑
确实在其中编码

了一种
来自世界的信号原因的预测生成模型

,它就是内容

构成
我们感知经验的那些预测。

当我们开发和测试这样的
解释时

,直觉是这个难题

,即大脑中的神经元或其他任何东西如何以及为什么

能够产生有意识的体验,

不会直接得到解决——
它会 被溶解。

它会逐渐消逝
,最终

化为一股形而上学的烟雾。

DB:Katarina 想
谈谈麻醉,

那种让
你的意识被关闭的经历。

我们对这种在几秒钟
内关闭一个人的能力了解

多少?

你认为那里实际发生了什么

AS:首先,我认为这是人类有史以来最好的
发明之一。

把人变成物体
然后再变成人的能力——

没有它我不想活在历史上。

每当我们遇到这种情况时,例如,

“生活
在希腊古代或其他地方,

当人们四处游弋,
思考哲学,喝酒时,不是很好吗?”

是的,但是麻醉呢?

(笑)

这是我的回应。

它确实有效,这是一件了不起的事情。

如何?

这是意识科学的巨大机会

因为我们知道麻醉剂
在非常局部的水平上的作用。

我们知道它们如何作用
于大脑中的不同分子和受体。

当然,我们
知道最终会发生什么,

那就是人们被淘汰出局。

顺便说一句,
这不像去睡觉。

在全身麻醉下,
你真的不在那里。

这是一种遗忘,相当于
出生前

或死后的遗忘。

所以真正的问题是,
“发生了什么?”

麻醉剂的局部作用如何
影响全局大脑动力学

,从而解释这种
意识的消失?

长话短说,
似乎正在发生的事情

是大脑的不同部分在

功能上
彼此脱节

,我的意思是,
它们之间的交流减少了。

大脑仍然活跃,

但大脑区域之间的交流
会以特定方式中断。

我们仍然需要了解很多

关于
这种脱节发生的确切方式——

意识丧失的特征是什么?

有许多不同
种类的麻醉剂,

但是无论
您服用哪种麻醉剂,

当它起作用时,这就是您所看到的。

DB:我认为像 Jasmine
和更多匿名人士这样的人

对我所说的红色

可能对你和其他人来说可能是不同的颜色这一想法感到困扰

有没有办法
知道我们是否都

以类似的方式幻觉现实?

AS:再一次,这是一个可爱的话题

,它真的触及
了我一直在

思考感知的核心,

因为我认为感知的一个容易被忽视的方面

是感知的内容
看起来是真实的, 对?

这个咖啡杯的泛红,

似乎是一种独立于心灵的、

真实存在
的外部世界的属性。

现在,这个咖啡杯的某些方面
是独立于思想的。

它的坚固性是独立于思想的。

如果我把它扔给你,大卫,
穿过大西洋,

而你看不到它的到来,
它会击中你的头部,它会受伤。

这不取决于你看到它,

但发红确实取决于头脑。

在某种程度上
,事情取决于头脑,

它们
对我们每个人来说都是不同的。

现在,它们可能并没有那么不同。

在哲学中,有
这个倒置光谱的论点,

所以如果我看到红色,那
和你看到绿色或蓝色一样吗?

我们可能永远不会知道。

我没有那么多卡车
进行那个特别的思想实验。

像许多思想实验一样,
它把事情推得太远了。

我认为现实是我们看到
颜色之类的东西,

也许我们看到它们相似,
但并不完全相同,

而且我们可能高估

我们感知世界之间的相似程度,

因为它们都是
通过语言过滤的。

我的意思是,我只是用了“红色”这个词
,红色有很多种;

画家会说,“什么红色?”

我记得当我装修房子的时候,

就像“我想把
墙漆成白色”。

有多少种白色?

这太多了。

他们有奇怪的名字,
这无济于事。

我们会高估
我们宇宙的相似性。

我认为这是一个非常
有趣的问题,

它们确实有多少分歧。

你可能会记得
这件著名的连衣裙,

这张照片的裙子
一半人看到的是蓝色和黑色

,另一半人看到的是白色和金色。

AS:你是白人和金人?
DB:是的,是的。

AS:我是一个蓝黑相间的人。

我是对的,真正的
衣服实际上是蓝色和黑色的。

(笑声)

AS:没关系……

DB:我们可以争论这个。

AS:我们不能。
它真的是蓝色和黑色。

我和服装设计师谈过。
实际是蓝色和黑色。

那里没有争论。

但让这一切变得如此奇怪的

是,并不是我们模糊地认为它
是一种颜色,

而是我们真正看到蓝色和黑色
或白色和

金色确实存在于这个世界上。

这是一个有趣的杠杆


可以让我们认识到我们的感知宇宙可能有多么不同。

事实上,我们
在未来一两年内在苏塞克斯进行的一项研究,

我们正试图描述即将被发现
的感知多样性的数量

我们通常只
在极端情况下才意识到这一点,

人们称之为神经多样性,

人们
有如此不同的经历,

他们表现在不同的行为中。

但我认为存在
某种我们知之甚少

的个体多样性的大暗物质

但它就在那里。

DB:我很高兴我们可以平息
一场重大的互联网辩论,

并坚定地
站在事情的蓝色和黑色方面。

丹妮拉想知道,

“你能解释一下记忆是如何
参与这种对自我的感知的吗?”

AS:正如自我有很多
不同的方面

一样,记忆也有很多不同的
类型。

我认为通俗地说,
在日常语言中,

当我们谈论记忆时,

我们经常谈论自传
记忆或情景记忆,

例如“我早餐吃了什么?”

“我上次去散步是什么时候?”

这类事情。

“我上次有幸
与大卫交谈是什么时候?”

这些是

随着时间的推移与我作为一个连续的个体有关的事情的记忆。

这是记忆发挥自我的一种方式,

记忆的那部分可以消失,
而自我仍然存在——

回到更早的点。

我在书中谈到了一个著名的案例

,一个叫克莱夫·威林的人,

他患有
脑病,一种脑病,

这基本上抹杀了他
建立新的自传记忆的能力。

他失去了海马体,

这是一个
对这项功能非常重要的大脑区域。

他的妻子将其描述为他生活
在一个永久的现在时

,在 7 到 30 秒之间。

然后,一切都是新的。

设身处地为这样的人着想是非常非常困难的

但他自我的其他方面仍然存在。

但是,
记忆的各种其他

方面可能也会
影响成为你或成为我。

我们有语义记忆。

我们只知道一些事情,

比如我们知道法国的首都
是什么,总统是谁,

我希望如此,我不知道。

有时,这是一件好事。
有时,这不是一件好事。

所有这些
在记忆中编码的东西也

塑造了我们的自我。

最后,
还有感知记忆。

并不是说体验就像
录像可以回放,

而是我们所经历的一切都改变
了我们对未来事物

的感知方式
,在我看来

,我们感知事物的方式也是成为自我的一部分 .

实际上,我只想说,

这里真正有趣的
问题

之一,也是我们正在做的事情之一——

想象一下典型的一天。

您度过了典型的一天,

您正在
经历连续不断的输入流。

现在你眨眼,当然,
等等,但或多或少,

有这个连续的输入流。

然而,当我们记得一天时,

它通常是成块的,
这些自传式的块:

“我做了这个,我做了那个,
我做了另一个,这发生了。”

所以一个非常重要的问题

是,“这个分块过程是如何
发生的?”

“大脑如何

从相对连续
的数据流中提取有意义的片段?”

这有点令人不安,

我们记得的任何一天都是多么少。

所以这是一个非常有选择性的过程

,我认为这

不仅对基础神经科学有用,

而且,例如,在帮助
有记忆丧失和障碍的人方面,

因为你可以,例如,
拥有一台相机,

并且 然后,您可以预测
他们一天中的哪些方面会构成记忆,


对他们和他们的照顾者来说可能非常非常有用。

DB:大脑显然有一个很好的编辑器。 在

你的书中,人们称我们为
“感觉机器”。

关心扩展吗?

AS:是的,没错。

好吧,我们不是认知计算机,
我们是感觉机器。

我认为这
在做决定的层面上是正确的,

但对我来说,这真的
是如何理解生命、

思想和意识的核心。

实际上,这就是——

在意识科学中,
我们倾向于认为视觉之类的东西——

视觉是
理解意识的王道。

视觉很容易研究
,我们是非常视觉化的生物。

但从根本上说,

大脑不断地进化、发展和运作

以保持身体的活力,

始终考虑到这种深层的
生理需求,

以帮助有机体
继续保持有机体

,保持活力。 在

我看来,大脑的基本作用

就是
产生任何类型的感知。

为了规范某事,

您需要能够预测
它会发生什么。

正是这整个
预测和预测错误的装置

支撑
着我们所有的感知体验,

包括自我

,起源于这个

与身体的生理学紧密耦合的角色。

这就是为什么,我认为,
我们是感觉机器,

我们不仅仅是

碰巧
在肉类机器上实现的计算机。

DB:谢谢你,Anil
,今天与我们聊天。

AS:真的很享受。

AS:非常感谢,大卫。
DB:谢谢。