Sigh. The vaccine does not prevent a person from getting Covid. The vaccine significantly reduces the odds that you will catch it - and if you do catch it the vaccine significantly reduces the odds that you will have a serious case. — EricH
Which of these is true?
1. John is wet if he is standing in the rain
2. John is wet if I believe that he is standing in the rain
...
— Michael
It seems a bit of a stretch to me to say the brain effectively contains images from the methods in the study. — fdrake
I think my grumblings would derail the thread. Nevertheless I've put them in this hidden box. — fdrake
( 1 ) since the model linking FMRI signals and the extracted feature from the layers doesn't seem to have a neural mechanism associated with it, the overall algorithm run doesn't have a demonstrated 'port to the wetware', so to speak. It doesn't seem established to run in the brain. I think it's thus evidence for the weaker claim that 'it's possible to reconstruct some images from fmri signals' rather than 'fmri signals encode images in a way similar to what is portrayed in the paper' — fdrake
( 2 ) The subjective appraisal procedure for accuracy had a strange design and metric:
For the subjective assessment, we conducted a behavioral experiment with another group of 9 raters (4 females and 5 males, aged between 19 and 36 years). On each trial of the experiment, the raters viewed a display presenting a reconstructed image (at the bottom) and two candidate images (at the top; its original image and a randomly selected image), and were asked to select the image similar to the one presented at the bottom from the two candidates. Each trial continued until the raters made a response. For both types of assessments, the proportion of trials, in which the original image was selected as more similar one was calculated as a quality measure.
It measures which of two presented images was 'more similar' (subjectively) to the subjects (an ordinal value) and then the number of agreements was presented as a % accuracy. From the set up they described:
In both objective and subjective assessments, each reconstructed image was tested with
all pairs of the images among the same types of images (natural-images,
geometric-shapes, and alphabetical-letters for images from the image presentation
sessions, and natural-images and geometric-shapes for images from the imagery
session ; e.g., for the test natural-images, one of the 50 reconstructions was tested with
49 pairs consisted of one original image and another image from the rest of 49, resulting
in 50 × 49 = 2,450 comparisons).
Chance is 50% accuracy. Effectively this is a simulation of whether a human could relabel the image generated into the training data corresponding to the type of the original image -eg, inferred lion features with lions when given a single alternative. Considering the pixel crosscorrelation of test features and images was reported as 66%, even mildly increasing the number of comparison images (at the expense of 'complete cases' of comparisons) could very well undermine the claim to 95% accuracy.
If you look at the images, you can do a fair guess of which image is in which labelled category from just the background and colour space (lions are kinda yellow). Willing to bet the similarity is a priming effect of seeing the images on the same screen rather than labelling the DNN's feature as a perceptual type. Eg which of the reconstructed images of subject 2 is a lion and which is a mouse without knowing which is which beforehand?
I'm sure there's an argument there that perceptual feature visual content is not the same thing as an inferred label of the perceptual feature visual content - but that's an argument which should not have to happen. Should've been taken away in the controls of the subjective experiment - or run another to see if people labelling images with categories (is this brown smudge a lion or a mouse?) produces analogous accuracy measurements (and we all know it wouldn't based on the sample reconstructed images). — fdrake
( 3 ) The experimental design is there to generate test and training data for the neural network, insert bucket of ecological validity concerns here. A person's brain processing is as much devoted to a single image at a time as is possible and they are stationary. — fdrake
( 4 )
For test datasets, fMRI samples corresponding to the same stimulus or imagery were
averaged across trials to increase the signal-to-noise ratio of the fMRI signals. To
compensate for a possible difference of the signal-to-noise ratio between training and
test samples, the decoded features of individual DNN layers were normalized by
multiplying a single scalar so that the norm of the decoded vectors of individual DNN
layers matched with the mean norm of the true DNN feature vectors computed from
independent 10,000 natural images. Then, this norm-corrected vector was subsequently
provided to the reconstruction algorithm. See Supplementary Methods for details of the
norm-correction procedure.
Gives me the willies - is it normal to manipulate the test data in a manner you didn't do to the training data? Effectively what's been inferred on is the average FMRI space-time series, but the model was fit on non-averaged ones. At what point would that decision be made? Is it standard? Did I misread it? — fdrake
information more or less unconsciously ascends through areas responsible for particular processes such as recognition of lines, shapes, positions, objects etc. in the visual system — Enrique
then somehow impinges upon a specially adapted neural network's CEMI field where percepts (if you don't want to talk about the quantum underpinnings, I won't get into it) are ultrasychronized on a relatively large scale via phase locking to contribute towards domains of the perceptual field which of course extensively integrate via synesthesia-like mechanisms. — Enrique
I have trouble discerning where these CEMI fields might be located and thought perhaps you could have some ideas... — Enrique
...once you're familiar with the theory. — Enrique
being a bachelor means that you have not gone through various processes, at the very least, being wed, whether in a church or a civil ceremony or a registry office. — Janus
Part 1 is a belief; I believe with my mind, which is a product of my brain, which is in my skull; so part 1 is something going on in my skull. — InPitzotl
"it's raining" does indeed talk about what's "outside my window", — InPitzotl
The point isn't so much that we don't tell people things to get them to believe it; but rather, that telling people things to get them to believe it isn't the point; beliefs aren't the ends you're making them out to be. — InPitzotl
The father's information helps the mother prevent herself from actual wetness caused by the actual rain. — InPitzotl
we're agents navigating a world. — InPitzotl
Let me know if you want a response to the rest. — InPitzotl
if John isn’t an unmarried man (i.e your belief is wrong) then your assertion that John is a bachelor is false. — Michael
That it’s appropriate to say what you say isn’t that what you say is true. Your assertion that John is a bachelor can be appropriate, given what you believe, but false given the actual facts. And your assertion that you have knowledge can be appropriate, given what you believe, but false given the actual facts. — Michael
You’re equivocating. — Michael
Are you familiar? — Enrique
I clarified the mistake you're making here:... — Michael
Let's say you know that the answer to some question is X not Y, i.e. you have whatever standard of truth is necessary, but I don't. I have to figure out the answer from clues, and come to the belief that the answer is X but I could be wrong, that is I might have made a mistake as I have only clues (a WYSIATI error or some such). I tell you what I believe the answer is and why. You agree that my reasoning is sound and that I hold a JTB. — Kenosha Kid
I have aphantasia — Dawnstorm
It feels like I'm aware of what's going on in my head in somewhat the same way that I'm aware there are platypuses in Australia. External stuff experienced in the past; no situationally present trigger or connection. If I apply neuroscientific knowledge to myself then I objectify myself, and it's all theoretic. — Dawnstorm
When you say decode, do you mean with loss? If so, what would be lost? — fdrake
Then I say, but there's a difference between me passively seeing something I cannot help but see on the one hand, and me either actively conjecturing or remembering by association some facts about what I see. And then I think you say that that's all we're doing anyway when constructing these representations. — Kenosha Kid
whatever I'm seeing _seems_ to come to me fully formed. It doesn't seem like it would benefit from deliberation. — Kenosha Kid
efficiency I would imagine. It's much better for me to make decisions based on integrated, annotated, coloured-in if you will information. Same reason we do feature extraction and dimensionality reduction as part of preprocessing for training and using neural nets. Having to consciously parse raw data would render consciousness too slow to be useful. — Kenosha Kid
When the JTB definition of knowledge states that John knows that it is raining iff 1) he believes that it is raining and 2) he is justified in believing that it is raining and 3) it is raining, it is simply stating in specific terms the more general definition that John knows what the weather is like iff it actually is as he justifiably believes it to be. — Michael
Well can I turn that around and ask how you think we're conscious of the building of these models? — Kenosha Kid
I'm not aware of signals building up this picture. — Kenosha Kid
We're not logging raw sensory input, it's processed in some way. I don't have a strong idea of when logging starts,I guess. — Kenosha Kid
I agree that we respond to things that we perceive (such as red flowers). But I was referring to KK's "image of 'red flower'". Where does that fit into the "perception" story, on your view? — Andrew M
Perhaps this is pathological, but I am not aware of these processes. I know on an intellectual level that they occur, but have no conscious experience of, say, conjuring a colour from a current, or a shape, or depth in the way that I am conscious of a red flower close to me. — Kenosha Kid
that logging process is just as apt to be called a humunculus or Cartesian theatre. I'm not sure how you avoid such accusations if anything precedes that logging that isn't also logging. — Kenosha Kid
“X is true” is just saying that the actual facts obtain? — Michael
The third condition is saying that the actual weather has to be as the person believes it to be. — Michael
the above isn’t the same as the below, which is false:
John knows what the weather is like iff he is justified in believing what he does about the weather. — Michael
the usual demonstrations are about someone who has a justified belief that then proves true but for the wrong reason — Kenosha Kid
(To my mind, and correct me where I'm wrong, perception and experience are not the same thing. Perception is the wibbly wobbly organisation of data into an always fleeting, always updating model of our environment. Experience is consciousness of that model. These might be two sides of the same coin, but still distinct.) — Kenosha Kid
I was hoping you'd show up and harpoon my bubbles of misunderstanding. — Kenosha Kid
1. Do you think we are conscious of the processes of forming those perceptions? (Harder question: at what point are we conscious of the causes of our perceptions? Are we conscious directly of photons incident upon retina? Of currents in optic nerves? Etc.) — Kenosha Kid
2. If we see a red flower next to a yellow flower, would you agree it at least _seems_ to us like there are two flowers with different properties, irrespective of how that seeming arises? — Kenosha Kid
nice to see you back. — Kenosha Kid
Maybe you missed it, ↪Isaac
, the same bullshit is definitely still present 90 years on. — jorndoe
Right, yeah, the inequalities are problematic and ought be addressed. — jorndoe
But do go on about your blanket "Big Pharma" hatred. :) (don't think anyone are cheering them on for the scandals) — jorndoe
not the same, but the bullshit is. — jorndoe
It's the assumption of an image between the perceiver and the object that suggests the dualism. That's the Cartesian theater - that we're only ever looking at images of red flowers, never red flowers. — Andrew M
just letting you know you are not insane) — I like sushi
What JTB is is a formal set of rules set up in abstraction and then extended to ‘reality’. Such ‘knowledge’ is S-Knowledge only and cannot be confirmed as U-Knowledge. — I like sushi
We don’t need to use the term “true”. We can say that:
John knows that it is raining iff:
1. John believes that it is raining,
2. John is justified in believing that it is raining, and
3. It is raining — Michael
3. is to to be understood as the propositional content of John’s belief, i.e what his belief is about. — Michael
How can an expression convey a weather condition? — Isaac
By being about it? I honestly have no clue what you're trying to ask here. — InPitzotl
Most of the time, it's used to get the listener to believe it's raining (by which I mean have a tendency to act as if it's raining - put a coat on, carry an umbrella, write a poem about it...). — Isaac
Most of the time, it's used to inform the listener that it's raining — InPitzotl
The T is a relationship between the meaning of the claim and the state of affairs. The claim's meaning implies some truth conditions. The claim is true if the described state of affairs meet the truth conditions. A claim can be true even if nobody has any justifications for it.
Justifications are what you use to figure out what things are true. — InPitzotl
we can (aka "can ever") ascertain truth using justification. — InPitzotl
Option (2) isn't about anything. It's part of a whole expression-act which is about the language game of quizzes. — Isaac
Isn't that a contradiction? — InPitzotl
I think "justified" just means "with good reason", not "retrospectively justified". — Kenosha Kid
It's supposed to distinguish from beliefs that are reached erroneously, but may also be true. — Kenosha Kid
For the sake of this discussion we must take some form of realism for granted. — Michael
If one does not want to rely on the competence of others, with no ability to change the outcome, then flying is the way to go. However, if one would rather own the responsibility of risk, have the potential to change, or at least react, to any adverse conditions that arise while in motion, then driving is hands down the way to go. — Book273
Given that the above are true, the following is false:
4) John is a bachelor iff the language community generally believes that John is an unmarried man — Michael
Therefore, 1) and 4) do not mean the same thing. — Michael
You are drawing a distinction between a sentence and a claim. What is the distinction? — Michael
Is the distinction such that the sentence "John is a bachelor iff John is a man and John is unmarried" doesn't mean the same thing as the sentence "John is a bachelor iff the language community generally believes that John is a man and unmarried," and that the sentence "it is raining" doesn't mean the same thing as the sentence "I believe that it is raining"? — Michael
Incidentally, this distinction you seem to be making between sentences and claims seems to be the same distinction I made earlier between propositions and speech acts that you initially denied: — Michael
So you are interpreting the sentence "John is a bachelor iff John is a man and John is unmarried" as the sentence "John is a bachelor iff the language community general believe that John is a man and unmarried". — Michael
people who are trying to harm you — EricH
No I didn't. — Isaac
Yes you did. Here:
John is a bachelor iff:
1) My language community generally believe that John is a man, and
2) My language community generally believe believe that John is unmarried — Isaac — Michael
I'd interpret the claim as...
John is a bachelor iff:
1) My language community generally believe that John is a man, and
2) My language community generally believe believe that John is unmarried — Isaac
I am simply informing you of how language works. — Michael
What "it's raining" is used to convey is a weather condition. — InPitzotl
The fact that you've set up a scenario where the speaker believes it's raining simply reflects your bias to make the statement about beliefs. You didn't conclude that someone believes that it's raining from the statement "it's raining"; you concluded it from the fact that a person uttered that statement, and even then that is a fallible inference. — InPitzotl
(C) resulting in (D) does say something about whether (A) is true or not — InPitzotl
So once we've looked out of the window it definitely is raining? — Isaac
It no more follows that (A) being about what's going on outside means that once we've looked outside it is definitely raining than it follows that a person uttering A means that they definitely believe A. — InPitzotl
I don't see what's stopping us from looking out windows. — InPitzotl
What would you surmise option 2 in the quiz above is about? — InPitzotl
Ascertained to be an independent fact. — Isaac
Let me fix that for you: "Ascertained its veracity". — InPitzotl
Then it's not raining. Unless it is. Regardless, the test of this would be to look outside. — InPitzotl
You previously claimed that John is a bachelor because the language community believes that John is an unmarried man. — Michael
You said:
There's nothing more to John being a bachelor than my felicitously using the term 'bachelor'. — Isaac
This is false. — Michael
I was referring to the meaning of the word 'bachelor'. It has no meaning beyond that which it is felicitously used for. — Isaac
Yes they do. The "it is raining" part of "I believe that it is raining" has a meaning, and that meaning is different to the "it is not raining" part of "I believe that it is not raining," and both meanings are different to the "Paris is the capital city of France" part of "I believe that Paris is the capital city of France."
When I believe that it is raining, what do I believe? That it is raining. When I believe that Paris is the capital city of France, what do I believe? That Paris is the capital city of France. Beliefs have propositional content, and that propositional content can be (and is) asserted as a proposition.
The proposition "it is raining" refers to the weather. It asserts something about what is actually the case. It is true iff water is falling from the clouds and false otherwise. It has nothing to do with whether or not I believe that it is raining and nothing to do with whether or not you believe that it is raining and nothing to do with whether or not the language community believes that it is raining. And the same principle applies to "John is a bachelor," "the Sun orbits the Earth," and "X is true." — Michael
Since it's Australia, I'm guessing a reasonably civilized/humane approach — jorndoe
