I have no problem with computational neuroscience.
Well, you should, since nobody currently studying consciousness in the brain -- which is the only place to study it -- believes that computation is responsible for consciousness, except in the sense that all physical actions are computations.
The computational literalists here are not concerned with the brain. They find it irrelevant.
And truth be told, they're not concerned with consciousness, either. They're concerned with intelligence, but they don't recognize the fact that intelligence and consciousness are not the same thing. (They have simply taken definitions of intelligence and pasted them onto consciousness.)
Yes, computer models of real brains are helpful... in fact, they're necessary to the study of the brain and of consciousness. But this is not at all unique, because computer models are helpful, even necessary, for the study of climate, the cosmos, the functions of the heart, and so forth. That fact does not justify a claim that the heart is a computer. Ditto for the brain.
These guys think they can study machines which are not based on the brain, then come to conclusions which are not verified against observations of the brain, and somehow come to valid conclusions about consciousness.
This is like saying I can come to conclusions about what's going on inside the sun by studying what happens in a light bulb, without bothering to verify my conclusions against observations of the sun.
PixyMisa in particular is prone to outlandish statements, including the claim that it is known that consciousness is caused by self-referential information processing.
In fact, however, if you read standard texts such as
The Cognitive Neurosciences, edited by
Michael Gazzaniga (one of the many luminaries in the field dismissed as a hack by the computational literalists), you will discover that there is unequivocal and unanimous agreement among scientists who actually study the brain and consciousness that the mechanism for consciousness is not known, and that in fact we do not currently have a theoretical basis upon which to base a working hypothesis.
Real researchers recognize this fact. The flock of seagulls who regularly clog up every thread about consciousness on this board with irrelevant discussions of AI and as-yet nonexistant machine consciousness do not.
Not only that, but you will quickly discover why Pixy's theory is completely useless for doing real work.
First of all, there are all sorts of feedback loops (self-referential processing) going on in the brain, and we know without a doubt that a huge number of them have nothing to do with generating conscious experience.
Furthermore, if you look for "information" in the brain, you will only find the sort of "information" that's present in any other part of your body, the kind Wolfram describes when discussing the computational power of, say, hurricanes.
In many ways, the functioning of the brain resembles sand on a beach more than it does the machine I'm using to type this post.
If you read texts like The Cognitive Neurosciences, you will certainly find people talking about information and data with reference to brain activity -- but this is a rhetorical convenience, a kind of shortcut to keep discussion of the brain from becoming impossibly complex.
And you will find people talking about the computational power of the brain, or computational demands of certain tasks, which is simply a way of notating the number of state-changes involved, but has nothing to do with equating a brain to a computer.
There is one article explicitly on information theory in TCN, and it directly contradicts PixyMisa's claims about conscious machines.
Nothing in that text -- or any other contemporary texts I've seen, or any current popular books by real researchers like Gazzaniga -- implies in any way that brains are computers, or that consciousness is the result of anything but physical computation (the same type of computation your calf muscle does). In fact, the only time that TCN bothers to mention computational literalism is to refute it.
The flock of seagulls claim that running a computer simulation of a brain would make the simulator conscious. Well, there are people attempting to do just that, and they state very clearly that the resulting machine will NOT be conscious.
The flock of seagulls claim that Church-Turing proves that a computer can do anything a human brain can do, but they can't cite anything because that's actually nowhere in the hypothesis, or even remotely implied by it.
Whenever that angle is debunked, they pipe down for a while, but when things die down and they think the coast is clear, they start harping on it again.
They make all sorts of errors in their thinking, such as asserting that the neural activity in your optic nerves resulting from light bouncing off a tree and onto your eyeballs is an "image of a tree" in your brain.
This makes as much sense as saying that the waves caused by tossing a rock into a pond are an "image of a rock".
The question of machine consciousness is simply this: How is it possible to make a machine hallucinate?
Because all consciousness, waking or dreaming, is hallucination. Nothing in your conscious world corresponds to anything that exists outside that hallucination -- not color, not sound, not texture, not pain or any other bodily sensation, not smell, not taste, nothing in your conscious experience has any existence outside of the hallucination (yours or someone else's).
It is in no way an image of the outside world. It is a hallucination which bears no resemblance to reality, but which nevertheless allows your body to successfully interact with the world when it's functioning properly.
(If you don't believe me, I have a little thought experiment we can do.)
In short, there is no computational theory of consciousness. It does not exist. And even the computational model of the mind is recognized as simply a useful metaphor.
Those who take it literally are simply not up on the current brain research, are sloppy in their thinking about consciousness and the brain (their posts are rife with anthropomorphisms), confuse intelligence with consciousness, entify abstractions such as information and relationships, ignore the importance of semantics (it's all syntax for them), don't bother with evidence, and ignore the fact that their hypotheses lead to absurd conclusions such as the idea that a conscious brain could be made out of rope or that the actual physical configuration of the brain has no effect on consciousness.
It's a bankrupt idea, and all of their carrying on about AI and conscious robots is 100% totally irrelevant to the actual discussion of how the brain does consciousness.
In short, you should have some very serious problems with so-called computational neuroscience when it comes to understanding consciousness.