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  • I grew up moving all over the place.

    從小,我就一直搬家

  • By the time I hit 10th grade, I'd lived in 10 different places.

    高一時,我已經搬了九次家

  • Math is extraordinarily sequential.

    數學,是高度前後相關的學科

  • By the time I hit 3rd grade, I'd fallen off the math bandwagon.

    在我讀到三年級時,我就無法再體會它的魅力了

  • Basically, I flunked my way

    基本上,從國小、國中到高中

  • through elementary, middle, and high school math and science.

    我的數學一路被當到底

  • So it's a little strange looking back now

    想想有點奇怪

  • because today I am a professor of engineering

    因為現在 我正是電機工程學系的教授

  • and I'm passionate about my job.

    我對我的工作充滿熱情

  • One day, one of my students found out about my past,

    有一天 我的學生發現了我的經歷

  • and he asked me, "How did you do it? How did you change your brain?"

    他問我:「你是怎麼做到的? 如何讓你的大腦經歷那麼大的改變?」

  • And I thought, you know, "How did I do it?"

    我想:「對呀,我到底是怎麼做到的?」

  • I mean, here I was, this little kid,

    我原本只是個

  • and I just loved language and culture,

    喜歡文化與文學的小孩

  • and that's all I wanted to learn when I grew up,

    那是我唯一有興趣學的東西,但當我長大後

  • but I didn't have the money to go to college,

    因為沒有錢讀大學

  • so I enlisted in the army right out of high school

    高中畢業後,我就登記入伍

  • to learn a language.

    去學習其他語言

  • You can see me there, looking very nervous,

    你可以在圖片中看到 我非常緊張地

  • about to throw a grenade.

    準備丟手榴彈

  • (Laughter)

    (笑聲)

  • And I did learn a language.

    我學了一門語言

  • I'd learned Russian,

    俄文

  • and I ended up working out on Soviet trawlers, up on the Bering Sea,

    結果 我到蘇聯 Bering Sea 的漁船工廠

  • as a Russian translator.

    當一個翻譯者

  • So, I just love adventure and getting new perspectives.

    我非常喜歡冒險跟獲得新觀點

  • So I also ended up in Antarctica, at the South Pole Station.

    所以 我去了南極洲

  • That's where I ended up meeting my husband.

    我也在那裡,認識了我老公

  • So I always say -

    所以,我常說

  • (Laughter)

    (笑聲)

  • I had to go to the end of the Earth to meet that man.

    我要到地球的「另一端」 才能和他相遇

  • (Laughter)

    (笑聲)

  • But I begin to realize something, though.

    但是 我慢慢地瞭解了一些事情

  • I was doing all these adventures and seeing these new perspectives,

    我一直冒險、獲得了全新的觀點

  • but somehow they were always external.

    但是,那些好像是很...「外在的」

  • They weren't internal; I wasn't changing inside.

    它們並不是「內在的」,我的內在並沒有比較充實

  • When I'd worked in the military,

    在軍中時,我跟那些西點軍校的工程師一起工作

  • I worked with all these West Point engineers,

    在軍中時,我跟那些西點軍校的工程師一起工作

  • and they had these powerful techniques for problem solving.

    他們有非常厲害的工具 ,可以幫助他們解決問題

  • I thought, you know -

    我就想:

  • I'd look sometimes at what they were doing,

    「我有時候也想瞭解一下 ,他們到底在幹麻

  • and they had these calculus and physics books,

    他們運用 微積分、物理知識等工具

  • and it looked like hieroglyphics to me.

    而那對我而言,就像是...象形文字。」

  • But I thought, "What if I could get those ideas?"

    我又想:「如果 我可以學會那些知識呢?」

  • What if I could learn that language?"

    「如果,我可以瞭解他們『溝通』的語言呢?」

  • I mean, the world's evolving.

    世界不斷地在進步

  • Language and culture are important,

    語言及文化日益重要

  • but math, and science, and technology are important, too.

    但是數學、科學和科技也很重要呀

  • What if I could learn these new ideas

    如果 我可以學會這些新的想法

  • and add them to the ideas I already knew and loved?

    運用到已知的知識上,可以產生什麼火花?

  • So, when I got out of the military, at age 26,

    所以,當我在26歲退伍時,

  • I decided to try and change my brain.

    我決定好好改一下我的設定

  • It wasn't easy.

    那並不容易

  • But if I knew then what I know now about how to learn,

    但是如果 我那時候就知道「學習的方法」

  • I could have learned much more easily and much more effectively.

    我就可以更快地上手

  • So, several years ago,

    因此,在幾年前

  • as I begin trying to answer

    我決定試著回答

  • that student's question, "How did I change my brain?",

    那個學生的問題: 「我是怎麼讓大腦改變的?」

  • I begin reaching out to top professors from around the world,

    我開始與世界各地的頂尖學者聯絡

  • people who not only had knowledge of their difficult areas of expertise,

    他們都不僅在專業領域有豐富知識

  • but also who could teach effectively.

    並且可以有效率地幫助學生學習

  • And I asked them.

    我問他們

  • I said, "How did you learn?

    我說:「你們是怎麼學習的?

  • And how do you teach, so others could learn?"

    你們如何教導,讓別人能夠理解?」

  • What I found was the way they learned,

    我發現 他們學習與教導的方式

  • and the way they taught was often similar to the way I learned and I taught.

    和我非常像

  • It was almost like this kind of shared fraternal handshake.

    有點像兄弟間的默契

  • But we often didn't know why we did what we did.

    但是我們並不知道,我們 為什麼 要那樣做

  • So I begin researching neuroscience and cognitive psychology,

    所以 我開始著手研究 神經科學 及 認知心理學

  • and reaching out to talk to top experts of those fields.

    並與該領域的專家討論

  • Here is what I found, the keys to learning effectively.

    我發現了 有效率學習的關鍵

  • As we know, the brain is enormously complex.

    我們都知道 大腦很複雜

  • But we can simplify its operation into two fundamentally different modes.

    但是 我們可以根據它運作的方式,將它分為兩種模式

  • The first is just what I'll call the focus mode.

    第一種,我稱它為 專注模式

  • The focus mode is just like it sounds like:

    它...就跟它名字一樣

  • you turn your attention to something and boom! It's on.

    你全心全意地專注在一件事情,在某一刻,你就想通了

  • But the second mode is a little different.

    第二種 有點不一樣

  • It's a relaxed set of neural states that I'll call the diffuse mode.

    是一種精神放鬆狀態,我稱它為 分心模式

  • It's a number of resting states.

    就是 很放鬆的狀態

  • So it seems that, when you're learning,

    在你學習的過程中

  • you're going back and forth between these two different modes.

    你會不斷地在兩種模式間切換

  • How can we better understand these modes?

    我們可以怎樣理解這個模型

  • Through analogy.

    用譬喻好了

  • What we're going to use is a pinball machine analogy.

    我們要用 彈珠台來譬喻

  • You all know how pinballs work.

    大家都知道彈珠台吧

  • You just pull back on a plunger,

    你拉一下下方柱塞

  • and the ball goes boinking out and bounces around on the rubber bumpers,

    彈珠就會在障礙間彈來談去

  • and that's how you get points.

    最終,你會得到成績

  • What we're going to do is we're going to take this pinball

    我們要做的,就是把這個彈珠

  • and we're going to put it right on your brain.

    放在你的腦中

  • So, there it is.

    它就在那

  • There's the pinball machine on your brain.

    這 就是你腦中的彈珠台

  • If you look, this is the analogy for the focus mode.

    如果你仔細看,現在是對於專注模式的譬喻

  • When you're learning, you're often thinking tightly,

    在學習時 我們經常很「緊繃地」想事情

  • as you're focusing on something.

    就好像處在專注模式上

  • It involves thoughts you're somewhat familiar with,

    大腦會去聯想那些你熟悉的事物、

  • perhaps historical patterns,

    那些走過的軌跡

  • or you're familiar with the multiplication table.

    或者你很熟的 九九乘法表

  • So you think a thought, and it takes off, and moves along smoothly,

    當你開始思考,他就開始順順地滑

  • pretty much along the pathways that you've already laid.

    幾乎是遵循那些 它之前走過的路徑

  • But what if the thought you're thinking

    但是如果 你的想法

  • is actually a new thought, a new concept, a new technique

    是新的 是一個 全新的概念、全新的技術

  • that you've never thought of before?

    是那些你以前沒想過的

  • Well, that's symbolized by this new pattern

    那就會像彈珠台下方 這個模式一樣

  • towards the bottom of the pinball machine metaphor.

    那就會像彈珠台下方 這個模式一樣

  • To get to this new place, I mean, at least sort of metaphorically speaking,

    以譬喻來說,為了到達這個新的地方

  • look at all the rubber bumpers that are in the way.

    注意觀察那些障礙

  • How can you even get there?

    你要怎麼到那裡呀?

  • You need a different way of thinking, a new perspective in a sense,

    你需要一個 全新的思考方式 某種新的觀點

  • and that's provided here by the diffuse mode.

    分心模式 會幫你找到答案

  • Look at how far apart those rubber bumpers are

    注意看 那些障礙間彼此都是離得很遠

  • from one another.

    注意看 那些障礙間彼此都是離得很遠

  • When you think a thought, it takes off, and it can range very widely,

    當你有一個想法時,它能夠提供充分的空間

  • as you're attempting to come up with some new ideas.

    讓你可以有 不同的想法

  • So, you can't do that careful, focused thinking

    所以 你無法在像在「專心模式」那樣,只靠專注 達成目標

  • that you can in the focus mode,

    所以 你無法在像在「專心模式」那樣,只靠專注 達成目標

  • but you can, at least, get to the place you need to be in

    但是 你可以到你需要的地方

  • to grapple with these new ideas.

    尋找一些新的靈感

  • The bottom line for all of us out of this is this:

    重點是

  • when you're learning,

    你在學習的過程中

  • you want to go back and forth between these modes,

    必須要不斷地在這兩個模式中切換

  • and if you find yourself, as you're focusing in on something,

    如果你在學習一個新的東西 或試圖解決問題時 發現自己處在「專注模式」

  • trying to learn a new concept or solve a problem,

    如果你在學習一個新的東西 或試圖解決問題時 發現自己處在「專注模式」

  • and you get stuck,

    卡住了

  • you want to turn your attention away from that problem

    建議你,暫時轉移你的注意力

  • and allow the diffuse modes, those resting states,

    讓大腦轉換到放鬆的「分心模式」

  • to do their work in the background.

    讓它可以在後台繼續運作

  • How can we actually use these ideas in real life?

    在現實生活中,我們可以怎麼用這些觀念呢?

  • If you look at this guy right here, he was Salvador Dali,

    這張照片 正是20世紀

  • one of the most brilliant surrealist painters of the 20th century.

    最傑出的超現實主義畫家之一 薩爾瓦多·達利

  • Dali was the very definition of a wild and crazy guy.

    達利 完全就是狂野、不受拘束的代表

  • You can see him there.

    你可以看到圖中

  • He's got his pet, Ocelot Babu.

    他和他的寵物 Ocelot Babu 在一起

  • What Dali used to do when he was kind of stuck

    每當達利作畫 遇到無法解決的問題時

  • as he was solving some problem related to his painting

    他會習慣做一件事

  • was he'd sit down and he'd relax in a chair,

    他會很放鬆地坐在椅子上

  • and he'd have keys in his hands.

    手裡拿著鑰匙

  • He'd hold those keys, and he'd relax, kind of letting his brain noodling away.

    輕握著鑰匙 在椅子上休息,讓他的大腦漫遊

  • Just as he'd relax so much that he'd fall asleep,

    就在他正放鬆,快要睡著的時候

  • the keys would fall from his hands, the clatter would wake him up,

    鑰匙會從手中掉下,把他叫醒

  • and off you go: he'd take those ideas

    他再立刻 把那些在分心模式

  • from the diffuse mode over to the focus mode,

    產生的想法 轉移到專心模式中

  • where he could work with them,

    繼續工作

  • refine them, and use them for his painting.

    從中提取最精華的點子,並用於創作上

  • You might think, "That's great! It's good for an artist.

    你可能會想:「很棒呀!很適合畫家。

  • But I'm an engineer.

    但是,我是一個工程師

  • So how can I use these ideas?"

    我應該怎麼運用這些概念?」

  • If you see this guy right here, he was Thomas Edison,

    你看到的這個人,他是發明家 湯瑪斯·愛迪生

  • one of the most brilliant inventors in history.

    有史以來 最厲害的發明家之一

  • What Edison used to like to do, at least according to legend,

    根據傳說 ,愛迪生 最喜歡做的事

  • he'd sit in a chair with ball bearings in his hand.

    就是坐在椅子上,手中握著珠珠

  • He'd relax away, kind of thinking about the problem, loosely,

    慵懶地

  • that he was trying to solve related to his inventions, relaxing.

    試著很輕鬆地看待他的發明

  • Just as he'd fall asleep,

    就在他快要睡著的時候

  • the ball bearings would fall from his hands,

    珠珠就從手中掉落

  • and off you go: he'd be woken up,

    他會立刻 被叫醒

  • and he'd take those ideas from the diffuse mode

    然後把那些在分心模式產生的想法

  • back into the focus mode.

    帶回專注模式中

  • He'd use them to refine and finish his inventions.

    從中提取精華,加到他的發明裡

  • The bottom line for all of us out of this is this:

    最重要的是

  • whenever you're sitting down

    當你坐著

  • to solve a new problem or analyze a new idea,

    試著解決一個問題、解析一個新的概念時

  • even if millions of other people have thought the same thoughts,

    就算已經有好多人已經想到解決方法了

  • or solved the same problems,

    就算已經有好多人已經想到解決方法了

  • for you, it's just as creative

    對你而言,所需的創造力

  • as it was for famous people like Dali and Edison,

    就跟那些名人達利和愛迪生,初次解決時 一樣

  • and you want to use some of these creative approaches.

    所以 你會想用一些能激發創意的技巧,去思考

  • But you might say to me, "Yeah, but I've got a problem, though.

    但是 你可能會說:「呃,我有一個問題,

  • You know, I just love to procrastinate.

    我總是喜歡拖延

  • This back and forth stuff is great, but I don't have time.

    那種...反覆切換的想法很棒,但是 我沒有時間呀

  • I cram at the last minute. That's just me."

    我必須要有急迫感才願意做,我就是那樣。」

  • So, let's talk just a little bit about procrastination.

    讓我們來談談拖延

  • What seems to happen when you procrastinate is this:

    在你拖延時,有可能發生的事情是像

  • you look at something you'd really rather not do,

    眼前擺著一件事情,你很不想做

  • and you actually feel a physical pain

    在大腦的疼痛控制區

  • in the part of your brain that analyzes pain.

    你感受到了真實地痛苦

  • So, there are two ways that you can handle this.

    有兩種方法可解決

  • The first way is you can just kind of keep working a way through it.

    第一種,你可以強迫自己開始

  • And research has shown

    研究顯示

  • that within a few minutes it actually will disappear.

    在幾分鐘後,那種強迫感就會消失

  • But the second way is you just turn your attention away, and guess what?

    第二種,你可以分心去做別的事

  • You feel better, right, right away.

    你覺得超好的 對吧!

  • (Laughter)

    (笑聲)

  • So, you do this once, you do this twice; it's just not that big a deal.

    如果你偶爾一兩次這樣,並不會有什麼影響

  • But you do this very often, and it's actually like an addiction.

    但是漸漸地,就會像上癮一樣

  • It can really cause problems in how you lead your life.

    會對你的生活造成很大的問題

  • So, how can you handle it?

    所以,你可以怎麼做呢?

  • A very simple way: using the Pomodoro Technique.

    有一個很簡單的方法,用蕃茄工作法

  • The Pomodoro technique, as it turns out, all you need to do is you get a timer.

    你所需要的,只是一個計時器

  • Any timer will do.

    任何計時器都可以

  • Then you just take it and set it for 25 minutes,

    設定25分鐘

  • and make sure everything else is turned off

    並且再次確認 已經把所有的電子產品 都關掉了

  • - so, no instant messengers, nothing like that -

    不會有任何的訊息

  • and you work with focused attention for 25 minutes.

    接著,很認真地工作25分鐘

  • Anybody can do 25 minutes, virtually anyone.

    幾乎所有人 都能專注25分鐘吧

  • When you're done, you do something fun;

    當你完成時,你可以做些有趣的事情

  • just a little bit, a few minutes of relaxed fun.

    稍微放鬆一下下

  • What this seems to do is this:

    這個方法

  • you are enhancing, you're practicing in some sense

    可以幫助你練習

  • your ability to have focused attention,

    提升專注的能力

  • and you're also practicing your ability to relax a little bit.

    同時 你也在練習如何小小放鬆一下

  • Now you understand that relaxation

    現在你應該懂了 放鬆

  • is also an important part of the learning process;

    在學習過程中 也是很重要的

  • there are things going on in the background.

    有一些事情,在後台處理

  • The only thing is this: when you do the Pomodoro,

    在用蕃茄工作法時,你唯一要注意地是

  • you want to make sure that you don't sit there

    記得 別訂下誇張目標

  • and say, "I'm going to do my entire homework set

    說:「在這25分鐘, 我要完成所有的功課」 別這樣

  • in these 25 minutes." No.

    說:「在這25分鐘, 我要完成所有的功課」 別這樣

  • You just sit and say, "I'm going to work with focused attention for 25 minutes",

    只要告訴自己:「在接下來的25分鐘,我會很專心地做事」

  • and that's the key.

    那 就是關鍵

  • Students sometimes make the mistake

    學生常會犯一個錯誤

  • of thinking that some of their absolute best traits

    認為有些他們所擁有的優勢

  • are their worst traits.

    並非優勢

  • What do I mean by this?

    什麼意思呢?

  • Let's take the idea of memory.

    用記憶來舉例好了

  • Let's say that you have a poor working memory.

    假設你記性不好

  • You can't seem to hold things in mind very well.

    你總是難以把新記憶存入腦袋

  • You watch these other students

    看看你身旁的同學

  • and they're able to grasp all these ideas and kind of manipulate them,

    他們似乎總能輕易地理解並且運用它們

  • but you can't.

    但你就是無法

  • Well, what this means is: surprisingly, you are more creative.

    這所代表的意義是,其實,你是個很有創意的人

  • Because you can't hold these ideas in mind so tightly,

    因為 你總是難以專心地把新記憶存入腦袋

  • other ideas are often creeping in.

    其他的想法就有機會湧現

  • If you have problems with the tension,

    如果你有專注力的問題,

  • you're always kind of diverting off into some other idea, it's similar:

    總是會分心想其他事情,也是一樣的

  • you are often more creative,

    你比多數人 都要有創意

  • because these new ideas are slipping in instead.

    因為 新的點子會溜進你的腦中

  • There's another thing, and that's slow thinking.

    還有一件事,做個「慢思」者

  • Some students compare themselves to other students

    學生總愛互相比較

  • and say, "You know, I'm really slow by comparison.

    並且說:「比起來,我真的比較慢」

  • These other students, they are like race car drivers;

    其他的同學 都好像極限賽車手,

  • they go past me so fast."

    總是很快地就能超越我」

  • But, think of yourself as a hiker.

    但是,你應該把自己想成一個 登山者

  • Yes, a race car driver gets there much faster than you ever can,

    沒錯 極限賽車手的確能更快到達目的地

  • but a hiker has a completely different experience.

    但是登山者,能享受更美好的體驗

  • A hiker can smell the pine air, they can reach out, touch the leaves,

    可以細細品嚐松樹的香味,並且觸摸葉子的鮮嫩

  • they see the rabbit trails.

    找找兔子的家

  • In many ways, your experiences are deeper and more profound,

    在各方面 你都會有較深層的感觸

  • and you don't jump to conclusions.

    因為 你不只急著趕快到目的地

  • So if you are a slower thinker,

    如果 你正是一個 慢思者

  • yes, you may have to work harder in order to grasp the materials,

    你或許需要更努力,才能理解一個問題

  • but the trade-offs in many cases are well worth it;

    但是 你往往得到了更珍貴的東西

  • you gain solid mastery of what you're studying.

    你對你所學的東西 融會貫通

  • So, there is something called "illusions of competence in learning".

    有個東西叫:「假性學習競爭」

  • What this means is you can study all day long

    就是 你可能花了一整天讀書

  • and you can be spinning your wheels

    卻還是在原地打轉

  • because you're not using effective study techniques.

    因為 你沒有用 有效率地學習技巧

  • There is such a thing as test anxiety,

    有個東西叫 考試焦慮症候群

  • but in many cases, surprisingly many,

    但是 在很多方面

  • it arises because you've just come face to face with the scary bear,

    是迫在眉睫時才會出現的

  • (Laughter)

    (笑聲)

  • and that is that you have just learned that you are not a master of the material.

    那時候你才發現,自己根本 就不是很懂呀

  • Researchers, with both critters and people,

    研究小動物和人類的實驗人員

  • are finding powerful insights into how we can learn most effectively.

    已經發現了我們可以更有效學習的方法

  • One of those ways is simply through exercise.

    其中一個方法 就是 運動

  • Exercise within a matter of a few days

    只要運動幾天

  • can increase our ability to both learn and to remember,

    就可以大大地提升你的學習和記憶能力

  • and researchers are beginning to understand

    研究人員也慢慢地瞭解了背後

  • the neurophysiological pathways that allow this to occur.

    它對神經系統所產生的影響

  • Tests. Tests are the best.

    測驗,是最好的方法

  • Test yourself all the time. Give yourself little mini tests.

    無時無刻 都給自己來點小測驗

  • Make flash cards, even in math and science,

    就算在學數學或科學 也可以做記憶卡

  • mix them up, study them in different places,

    把他們混在一起 並且隨時學習

  • and this brings me to homework.

    這 讓我想到了作業

  • When you do a homework problem, never just work at once and put it away.

    當你在做習題時,千萬別做一遍,就再也不理它

  • Would you ever sing a song once and think you knew that song? No.

    你有沒有曾經唱過一首歌 就永遠記得怎們唱? 沒有吧

  • Test yourself, work that homework problem several times over several days

    測驗自己,並在好幾天內反覆練習

  • until the solution flows like a song from your mind.

    直到 你很直覺地就會浮現答案

  • Recall.

    回想

  • When you're looking at a page

    當你試著學習書中的知識時

  • as you're trying to learn something in a book,

    當你試著學習書中的知識時

  • people's tendency is to highlight, right?

    我們習慣畫重點

  • There's something about the motion of the pen on a page

    你總認為在你畫重點的同時

  • that makes you think that it's actually going into your brain,

    你的大腦也應該要記得

  • but it often isn't.

    但是,其實並沒有

  • Often times, people will just reread,

    大部分的人只是不斷重讀

  • but that too is simply spinning your wheels.

    其實 那也沒有多大幫助

  • The most effective technique is simply to look at a page,

    最有效的方法 就是看完一頁後

  • look away, and see what you can recall.

    闔上書本,看你能回想起多少

  • Doing this, as it seems, helps build profound neural hooks

    就如同你所想的,這件事 可以強化你的理解力

  • that help enhance your understanding of the material.

    並為你的大腦建立穩固的記憶

  • And finally, don't be fooled by the erroneous idea

    最後 別誤會了

  • that understanding alone is enough to build the mastery of the material.

    光是理解本身,並不能讓你誠為該領域的專家

  • Understanding is truly important,

    理解很重要

  • but only when combined with practice and repetition

    但是 它必須在各種情況下,搭配不斷地練習

  • in a variety of circumstances

    才能幫助你

  • can you truly gain mastery over what you're learning.

    真正地學習,成為該領域的專家

  • So, in closing, I would like to say

    最後

  • that learning how to learn

    學習如何學得更好

  • is the most powerful tool you can ever grasp.

    是你該理解的知識裡面 最有用的

  • Don't just follow your passions;

    別只是盲目地追隨熱情

  • broaden your passions, and your life will be enriched beyond measure.

    將你的熱情發揮到極致,你的人生 會變得超乎想像的美好

  • (Applause)

    (掌聲)

I grew up moving all over the place.

從小,我就一直搬家

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