An ultimate guide to memory palaces
metacognitive.me
metacognitive.me
I also wanted to get more out of reading. I used to read a book, maybe take notes and hopefully take some new action. Next year it's gone, maybe I recall 3 ideas. How could I get more out of reading?
So I memorized books. Convert a book into 100-250 bullet points, memorize them in a memory palace. If I don't practice recalling my palaces, at least once every 6 months or so, I'll forget it. However, this isn't a negative. When recalling you can ask yourself questions about the knowledge. How is the relevant to my life right now? How can I apply this? How does the world look using this knowledge as a lens? How does this compare or contrast to other things I've memorized?
At first this was an enormous effort. But with all training it gets faster. We've all spent thousands of hours learning to read. Now reading is unconscious, you see a word and instantly you know the concept behind. My first book took about 4 hours and reviewing it took an hour. Now reviewing a book (250 items) takes under 15 mins, and I can do it while making dinner or driving. People can memorize a deck of cards (52 facts in order) in two minutes. Eventually, I believe it's clearly possible to be able to memorize at the speed of speech (250 words per min).
At the moment, I develop software. I decided to memorize the packages of the python standard library. Why? Is it going to help? It provides a link to attach concepts to. When I find a better solution than something in the standard library, I attach that memory to the standard library. Like when I think of argparse, I automaticaly think of clicklib and fire. Before coding I review the software development palace. I can hold it all in mind... because those packages have become one chunk in my mind.
With all this training, my ability to visualize has just gone through the roof. At the end of the day, I can mentally re-watch my whole day and catch interesting, things that I missed in the moment. It feels like watching a vivid (albeit dreamy) movie.
Anyways, like anything the deep end of this mind training is totally amazing and unlike the initial "lifehack" quick wins.
With "random access" memory within a multi-use palaces, then, there is a little mixing. Sometimes you are thinking about a topic, the mind "goes" to the appropriate palace and then you recall maybe all the various unrelated topics, but your mind focuses on what matters. In the mixing, topics take a mythological feeling because the characters within them are involved in so many stories. Like fables or comic books.
Augustine of Hippo (later Saint Augustine) from 354 AD:
And I come to the fields and spacious palaces of my memory, where are the treasures of innumerable images, brought into it from things of all sorts perceived by the senses. … When I enter there, I require what I will to be brought forth, and something instantly comes; others must be longer sought after, which are fetched, as it were, out of some inner receptacle; others rush out in troops, and while one thing is desired and required, they start forth, as who should say, “Is it perchance I?” These I drive away with the hand of my heart, from the face of my remembrance; until what I wish for be unveiled, and appear in sight, out of its secret place. Other things come up readily, in unbroken order, as they are called for; those in front making way for the following; and as they make way, they are hidden from sight, ready to come when I will. All which takes place when I repeat a thing by heart.
> So I memorized books. Convert a book into 100-250 bullet points, memorize them in a memory palace
do you have one palace per book? Many bullet points per location? Very big memory palaces?
do you memorise as you read, or do you take notes and learn those?
any guides that you found particularly useful?
Yes. Some people chain together small locations that in aggregate serve as a large palace
> Many bullet points per location?
At first I used the "roman room method" which put 10 items per room. Later, I store "memories within the memories" which is like zooming into a single item that itself serves as a mini-palace. For example, maybe Mr Rogers is in a room. I can zoom into him and he could have something on his head, in his mouth, on each hand, etc and he could store an additional 10 ideas.
> Very big memory palaces?
They are places I've been like houses with 5-10 rooms. I tried using the British Museum because it has google street view.
The key to memory is link ideas to what you already know well.
>do you memorise as you read, or do you take notes and learn those?
I've tried both. If it's a "concept book" then I read it once, take short short notes of only 3-5 bullet points per chapter, then memorize those at the end.
With "course/class/do-it" books where you're learning by doing and spending a long time with the book, I paper clip a folded sheet of paper in the book and do it on the fly.
> any guides that you found particularly useful?
I'll share some below. One point to share is that this is a skill (like bike riding). So studying the method (at first) is almost useless. Just try it, learn by doing. Answer your own questions by doing the experiments yourself. Start with memorizing something you actually care about. You will totally suck at first, and rapidly improve. :)
Links:
> Later, I store "memories within the memories"
This is such a good idea - I had been thinking about many many different points in a single palace, which is a lot of work; this would make everything much more manageable.
thanks again
Preparing a memory palace is just yet another skill. At first it seems like a big "job" to do. Later, it's like nothing, you float through it once, done. Especially if you reuse systems like Roman room because that makes a lot of decisions by rules.
Also because you're trying to link knowledge to what you know well you don't need to have amazing recall of the place. Just a sense of a room that you know about, eventually will be enough. If you can recall furniture or whatever, then use that it will help. But if you're straining to recall... you might not get much additional benefit by trying to photographically document the space in your mind.
> photographically document
I have aphantasia, so it's a little more abstract for me, but I can still walk around spaces and pin concepts to them :)
Thanks for sharing. I'm really curious about what that experience is like for someone who has hard time visualising things.
Especially: if not visually, how do you maintain that link between an "abstract" place and a thing that you "pin" to it in your mind.
"Ancient Australian Aboriginal Memory Tool Superior to ‘Memory Palace’"
https://neurosciencenews.com/aboriginal-memory-technique-184...
It sounds like combining the spatial map with narrative stories, right?
Dr. Lynne Kelly also has a related book "The Memory Code".
Reading that currently.
> I used to read a book, maybe take notes and hopefully take some new action. Next year it's gone, maybe I recall 3 ideas. How could I get more out of reading? So I memorized books.
I built something that exactly solves this problem:
1. You read book or watch video lectures
2. 1 year later, you remember less than 5%
I propose using a conversational learning system, that forces learners to respond. Their responses then act as "memory breadcrumbs" which helps to retrace the entire context. Think like your own chats on Whatsapp or FB. It's not a perfect system, but it works.
You can read my comics-based blogpost on the same: https://primerlabs.io/comics/memory-breadcrumbs-comics/
And if you want to try out, I have released two free courses on Conversational Learning Platform:
1. Python
2. Fundamentals of Computing.
You can try out https://primerlabs.io (No signup is required)
We create self-paced courses to teach yourself computer science and it's an excellent way to do that, IMO.
IQ vs. ability does not scale linearly, so the difference between 100 an 140 IQ is not 40% greater performance but maybe many multiples for certain tasks.
In your experience:
Do you ever "refactor" you maps to show updated understanding? Or do you find that this happens naturally?
Do connections between different areas stand out or form?
Do you have examples of notices patterns or structure in knowledge because of it?
Thanks
Yes. I often add on things. So let's say I read a book and years later I realize that the author omitted something very important (IMHO). Then, I just add that knowledge to the appropriate room. I naturally remember what was or wasn't part of the book. With these systems you're training your mind to think a specific sequence of thoughts (in the act of recalling the experience of your mind palace). With training even the recall becomes fast. However,... you can't easy delete (not after rehearsing something for years). It's about as easy to delete something as it is to change a bad habit. It's just easier to make new habits (or add new information).
> Do connections between different areas stand out or form?
This is one of the coolest things that happens. A kind of thinking becomes possible that isn't available without the "whole topic" loaded in mind. You can see broad expansive connections. One fun activity (that you can do right now with two decks of flash cards) is to compare and contrast different books. Mentally walk both of them simultaneously forwards and backwards. You'll see how the connect and differ.
> Do you have examples of notices patterns or structure in knowledge because of it? Sure
First with encoding... _where_ things occur in your memory palace is "free" information. So some people when learning foreign languages store different genders in different cities. Say you're trying to recall the gender of Boot (boat in German). You think, "where is that boot shaped like a boat?" instantly you know it's in a cafe in Williamsburg which is where you put all the "das" verbs making it "das Boot".
You say you're encoding the periodic table, if you put all the columns in the same room, you know instantly that you could replace your Gallium doping with Indium in your Si wafer (in this toy example).
If you want to learn the party trick of knowing which day of the week someone was born on. You can either get good at mental math and learn the equation and calculate it. Or, you can make a system of rooms in which you stick people who represent all the possible years to "cache" part of the calculation. Then the problem reduces to addition of small numbers.
How much time would you say you spent on training over the years? (Hours/week when you were building this up, or whatever)
[0] https://www.amazon.com/Memory-Book-Classic-Improving-School/...
-It is built on Google Maps and allows you to create memory journeys anywhere in the world where there is Google Street View coverage.
-It will include an AI based copilot that can learn from the images you create, autosuggest good encoding images, and remind you of what you have already used.
-Spaced repetition based active recall practice is built in and optimized for mobile.
Check it out! https://www.memorymaps.io/
So I guess people with aphantasia are out of luck?
Many people with aphantasia are unaware of it because they can function just fine and have workarounds that fills almost all their needs. They simply cannot add an image to it.
Personally, I can make memory palace work fine. There's simply no image, so it rely a lot on the same "path finding" the brain uses to allow me to walk around town without getting lost. I like to joke that my GPU is broken but my CPU works fine.
So, for the sake of etymology I guess it would not be visualise but factualize or some other word.
In terms of the process, it's like imagining something using all of your senses: sight, sound, smell, taste, balance. You want to make the abstract concrete so you're recalling an experience.
I used to be able to remember plenty when I was young and practicing a lot. And certainly professionals can remember significant amounts (and not just the music, but performance details, fingerings, etc).
Seems like a different mechanism, relying less on visual and spatial associations, more on hearing. But perhaps it's similar in that you learn a structure and attach details to it.
Or, having developed a good memory for music, can we use it to help memorize random facts? Perhaps associating them with places in a song.
Music theory is full of little mnemonics, and is itself a sort of system of mnemonics:
Instead of an infinite gradation of frequencies, they are reduced to 12 repeating notes within each doubling, so that a 440 Hz vibration is an A, as is a 220 and an 880 Hz vibration.
If instead of doubling a frequency, we add a half to it again for a 2:3 ratio, we get a perfect fifth. By repeating this process (with some fudges) we end up with twelve notes, the circle of fifths, and the vast majority of Western music.
Rather than simplistically giving these 12 notes 12 letters, they get 7, in a clever system that allows for all 24/30 major and minor scales to have one of each letter A to G.
The 7 notes in any particular major or minor scale can be combined with each other to form chords. Major and minor chords each share a root and a fifth; the third is different by a single semitone. The combinations of three notes that sound nice together are thus greatly simplified.
Once the circle of fifths is internalised, all 24 (or 30 - ask Wooten) major and minor chords can be constructed, transposed, and played with.
So, when an experienced musician hears a song they can put all of that background to work. Instead of remembering each indivudal note played, the notes are chunked into chords, hich are chunked into keys and progressions. Once contextualised with similar pieces the memorisation becomes easier and easier. By the time all of that contextual data is assimilated, with music that is _felt_, there isn't much need (I'd imagine) for good musicians to use memory palaces for fingerings or performance details. I'd say a lot of that knowledge is in the hands, the breath, and the whole body.
Disclaimer: I am not a very good musician (yet).
I always found it extremely odd that, if the memorisation intent was not there, no amount of exposure would lead to effective memorisation. E.g. I could sight read an accompaniment 50 times and I would not remember most of it; once I decided to study specifically with the intent of "memorising" the piece, typically a handful of passes would be enough.
Scott Adams recently said something similar in one of his coffee podcasts. He made an experiment with himself: he has a short "skit" he always starts his show with, and he made a bet with himself how long it would take, if ever, to memorise that skit, simply by reading it, with no intentional effort to memorise it.
So far it's been over a year afaik :)
The drawing takes up more space than the typical informal drummer notation (for example: intro 4 bars; verse 8 bars; chorus 8 bars, etc.), but it is much easier to remember (at least for me).
If I'm learning a song that isn't recorded yet, I sketch this map during rehearsals. Before each rehearsal I try to visualize the maps of all the songs.
If I'm learning a challenging song from a recording I use a simple python program that draws the map from a given text file and allows me to play a loop over selected measures. This way my brain starts constructing a map of the song without conscious effort.
This sort of maps are some kind of constructed memory palaces in 2 dimensions. I personally wouldn't use an existing memory palace to remember a song, because the songs already have enough structure.
I need this technique only to remember the big picture. When I need to learn the changes or the melody, I try to rely more on music theory and "audio memory". If you are interested in learning jazz standards, you might want to check the book "Insights in Jazz" written by John Elliott.
Have a look at https://en.wikipedia.org/wiki/Mnemonic_major_system it's not the system I used, but the DOS program I learned from isn't online anymore.
I remember winning a bet about who could retain a 30 (or 20 ?) digit number the longest - I won.
I also used this in primary school to memorize schoolwork for exams, etc.
Despite not using it actively for years I can remember the phonetic alphabet and can still "transcode" numbers to words to images and back well enough. I suspect I might be using a snatch of it here and there for a bit of a memory boost once every few months or so.
I'm the end I abandoned the technique, because it felt like I was "polluting" my memory with extraneous and distracting information.
Reading about memory palaces now make me think of trying them out again, it sounds like they bypass the noisy/distracting aspects of transcoding the information to nonsense associations to make them stand out.
I've taught the loci system to my son in the original Greek context to memorize speeches and they work well.
I doubt it will revolutionize your life but it’s a fun read.
- For fun. Often not relevant and not practical. It's easy to forget because I don't use it. Though, I may intentionally review the information to "beat" the forgetting curve. Thus, this kind of information will be stored for more time. Artificially forced.
- For practical use. This kind of information is easier to retain because it's not raw: a practice will add more "missing dots" and solidify what's learned.
A forgetting process is a good filter of what we use and what we don't. The retained information indicates what things one should keep in mind.
The memory palace technique is more about forcing even impractical information to retain. I'd say one should define what kind of information should be remembered in this case.
Imagine your mind as a planet full of water (like earth) and some of its area is covered in land. There are asteroids flying into its gravitational pull and landing on the planet.
If the asteroid falls out completely out in the water then it will drown. If repeatedly a lot of asteroids fall in the middle of the ocean around each other, they may be able to become an island.
If it falls on the continent it becomes part of it, if it falls close to the continent then it also becomes a part of it, provided there is a connection to the continent.
The continent represents our mind. The asteroids represent data. The connected part of the land represents our understanding (i.e information).
If you read a piece of information such as: "Mackresh Holdings own 21% of Yojing Lee Corp, and the right to coniunctis viribus."
This is an asteroid landing in the ocean, unconnected to any land, and is likely to drown (one way to avoid that is to keep landing more and more asteroids to the same spots, until it builds up into an island, this is what repetition based learning does).
On the other hand if these topics can be connected to your 'continent' (i.e the body of understanding), then its far less likely to drown. For instance (completely made up) if you learned that Yojing Lee Corp owns election machines of South Korea and Mackresh holdings is a company fully owned by Mark Zuckerberg (the founder of Facebook), and the right to 'coniunctis viribus' means the right to merge companies under Korean law.
Similarly if you learn that Mark Zuckerberg acquired stake in that company because he wants to connect FB to the election machines, and he wants to do that by merging the two companies, this arbitrary fact has been connected to your existing body of knowledge.
If it wasn't Zuckerberg but the fictional Korean business tycoon Woo-Jun Paik from some TV show then you'd lose this connection to this fact (and the information might be Lost more easily again) as it will become an island of its own. On the other hand if you learn that this TV show was 'Lost' (part of the Korean soap opera storyline), then it might make some connection again, and that island could be found again.
In many subjects, rote memorization is the only route to real understanding. I'd like to name medicine, biology, law and languages. Only be memorization, over weeks and years of relentless learning and just as much forgetting, the mental infrastructure of an expert is forged.
I can't cite it off hand, but there are even studies that compared understanding between students using a memory palace technique and those without. The former understood more.
I do something quite similar, so I'll memorize certain references like where in a book/movie/source something is, and what it is.
Then, sometimes years later, I might be working on a problem or discussing something and not only do I have the topic in mind, I also remember the exact place I found it.
Maybe this is due to the rote memorization techniques I practice in my youth as a Indian kid, by age 6 I know my times tables to 30x12.
My colleagues also think its funny that I remember IDs, because they'll be fishing in their history for some ticket or article, and I'll just recall the url or item ID.
Things that I memorize now: Bible verses (I've memorized all of Galatians and I'm working through Ephesians right now), a couple of important phone numbers, credit card number (I don't want to save the details on every website), and some programming concepts that I use on a roughly monthly basis - frequently enough to save time by memorizing, infrequently enough so that I can't memorize them purely by using them.
Your memory palace won’t store information indefinitely. Not unless you keep reviewing it, at which point it might be best to instead consult your notes.
A simple use case is memorising a shopping list for an hour and letting it fade. In addition to utilitarian, it can be fun as a creative exercise because you invent interesting visual combinations.
I recommend the book “Moonwalking with Einstein”[1] if you’re interested in the subject.
[1]: https://en.wikipedia.org/wiki/Moonwalking_with_Einstein
That's the question. You have to want to collect something. I tend to collect random connections between disparate things (i.e. the answer to an everpresent "how does this affect the price of rice on Sunday?"). The other side of it that complicates it all is that your brain works this way normally. The mind palace is just a frame you can use to access a particular subgraph of thoughts. Once you do it long enough, it becomes second nature and you realize your normal, undisciplined thoughts are just residents of a different palace.
I'm told you can reach a speed of +200 words/week with this approach.
- Casual thoughts and ideas to review and ponder about them later. In case I didn't have a smartphone or notebook near me, I could put them into a palace, into the so-called "random room"(a place that you should review periodically to sort the remaining things out, i.e. categorize, put images into other places). However, it's simpler to spend time looking for a notebook to write the ideas down.
- Phone numbers. In cases such as losing my phone, to call my relatives, friends.
- Information about people I met. Sometimes there were a lot of people I met in a day/week at university. I wanted to remember their names, some general info. The problem with names is they may repeat. One may use an image of a known person with this name and add a few more images to describe the person better. E.g. a place where you've met, hair color, a hobby, other peculiarities.
- First medical aid.
- Books' summaries.
Rather fun to store than useful in real-world situations:
- Bus numbers and their schedule. Also, a schedule for a local airport and railway station. E.g. where this man with luggage is going to? It's winter, yet he wears a Panama hat. Let me check the possible routes...It was fun to guess. p.s. I didn't haunt people.
- Birthday dates.
- Other random information, e.g. historical dates.
I feel like this would either hack it and make it instant and available for all or fail miserably without helping memory.
But as a child I was an avid reader and I scoured the libraries of my youth and naturally built up spatial memory maps for them.
I'm in my 40s now, but I still have a sense of where and in which library certain books and certain topics go.
You can also input practical information ;)