Videos on computational neuroscience – by me!

I haven’t been blogging much, and that is partly because I have been organizing weekly meetings devoted to computational neuroscience. Between January and July, my friends and I did a series on dynamical systems theory in neuroscience. I created a YouTube channel for the videos.

Here’s the playlist for the dynamical systems series:

This month we started talking about Stephen Grossberg’s new book, ‘Conscious Mind, Resonant Brain’. Grossberg set up the department where I did my PhD, and his ideas suffuse how I think about mind and brain. I’m uploading the videos as they happen. Here’ the playlist:

Neural correlates of consciousness – how exactly can we find them?

This is a slightly edited version of an answer I wrote on Quora: What is the best way to understand consciousness?

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This emoticon captures my attitude towards questions about consciousness:

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Consciousness seems to be invisible to scientific methods. The only way to incorporate consciousness into science is to change the definition of science so it includes subjective experience. I am not really comfortable with doing this, because it waters down science to the point where it becomes indistinguishable from introspective philosophy. Science is useful because of what makes it different from philosophy: it makes predictions that can be tested objectively. Truly subjective experiences seem to be ruled out by definition.

My favorite way to think about consciousness is inspired by Indian philosophy, though the general idea crops up all over the place:

Consciousness is not a phenomenon: it is the precondition for the appearance of phenomena. The mind is not a thing to be observed, but the medium by which things are observed.

This is emphatically not a scientific statement, but that’s okay: science is only one of many ways to look at the universe.

So let’s examine the scientific approach to consciousness in detail!

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Science does not disprove free will

Someone contacted me through Quora recently because they were having an existential crisis — it was stimulated by the ostensibly scientific notion that humans do not have free well.

Any theory that insists that we do not actually make choices is going to causes distress among many people who valorize academic thinking. Many hard-nosed metaphysicians simply don’t care about the mental well-being of the general public. I find this attitude simultaneously patronizing and irresponsible.

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Is thinking conscious or unconscious?

Sherlock Holmes smokes his pipe reclining on cushions and wearing a roomy overcoatThere are two ways to define thinking: each leads to a different answer to the question of whether thinking is conscious or not.

  1. Thinking as a subjective experience. If someone asks you what you are thinking about, you can introspect, and describe your thought process. You can also say that you weren’t really thinking at all.
  2. Thinking as the cause of ideas and thoughts. If you discover a thought, then you can infer that the process that led up to the thought was a form of thinking, even if there was no subjective experience associated with the process.

We can test our preference for definition 1 or definition 2 by considering an example.

Sherlock Holmes was a good chemist. When he found himself stuck while attempting to solve a mystery, he would sometimes distract himself by doing a chemistry experiment. At the end of such an experiment, he often found that a solution simply popped into his head.

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To participate in this Consciousness Survey, you’ll need to find the answer to a very easy question

Interested in participating in a (totally unscientific) survey on consciousness and related questions? The link is in the preceding post. Once you complete the survey, you’ll be able to see the results. It should take between 20 and 45 minutes to complete, and will hopefully be stimulating, at least somewhat.

The password for the post is the last name of the philosopher who coined the term “Hard Problem of Consciousness”. It is very easy to google the answer. Capitalize in the standard way.

Cheers!

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How many minds can one organism have? (Answer: One.)

I was asked this question on Quora:

Do the two halves of the brain have wills of their own? Can they dislike each other or fight?

Here’s my answer:

It’s very difficult to define what exactly the will is in neuroscientific terms. It seems best to reserve this word for the whole organism, rather than some part of it.

Some philosophers would say that attributing will to some sub-component of an organism is an example of the “mereological fallacy”. It’s like saying the stomach eats, or the brain thinks, or the legs walk. We use these kinds of phrases as a kind of poetic shorthand, but only a complete organism can be said to eat, think, or walk.

In the case of the two hemispheres, we also know that the left brain right brain story — that one is “rational” and the other “holistic/artistic” — is wildly misguided. Some neural processes are lateralized, but most normal tasks that humans perform require close integration and communication between the hemispheres.

But we do have to make sense of a common experience — being “in two minds” about something. Most people know what it is like to be in a conflicted state — multiple goals or biases seem to be tugging at us. Clearly decision-making involves a sort of “parliamant” in the brain, in which multiple vested interests vie to enact legislation that suits them. 🙂

But the parliament metaphor should not be taken too seriously. There is little to be gained in anthropomorphizing neurons or groups of neurons. Neural ensembles might sometimes seem to behave as if they have a will, but that idea will not really help us understand decision-making, or the subjective feeling of having a will.

So brain areas don’t have likes or dislikes — organisms do, and brain areas mediate the processes by which these likes and disliked become manifest.

For more on the problems with anthropomorphizing neural processes, see these two essays I wrote:

Persons all the way down: On viewing the scientific conception of the self from the inside out | 3 Quarks Daily (This essay is partly a gentle critique of the Pixar movie Inside Out.)

Me and My Brain: What the “Double-Subject Fallacy” reveals about contemporary conceptions of the Self | 3 Quarks Daily (This essay explores the tendency of people, including neuroscientists, to think of the brain is a separate agent from the person as a whole.)

I admit that it is often fun to anthropomorphize neurons, which is what I do in the essay below. I paint a picture of a neural city and a neural economy, complete with start-ups and investors. 🙂

Be Careful What You Wish For: Some Wild Speculation on Goodhart’s Law and its Manifestations in the Brain | 3 Quarks Daily


Further reading

Yohan John’s answer to Is the left brain and right brain concept a myth, or is it true?

Yohan John’s answer to What happens to consciousness when the brain’s two cerebral hemispheres are disconnected?

A Clockwork Orange? (A brief musing on the concept of a neural “code”)

I was asked this question on Quora:

Are there many layers of neural codes from the human retina to the optic nerve and the optic nerve to the brain, or are they essentially same signals relayed?

Here’s how I responded:

Here’s a question: in a system composed of clockwork, is there a “code”?

I ask this because I find that the “code” metaphor is often misleading when thinking about biology. Codes are composed of symbols. But it is not clear that neurons communicate using symbols.

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“Are thoughts just a bunch of electrical and chemical signals being tossed around inside the brain, or is there more to it than that?”

“In our world,” said Eustace, “a star is a huge ball of flaming gas.”

“Even in your world, my son, that is not what a star is but only what it is made of…”

The Voyage of the Dawn Treader, CS Lewis

I really like the quote above, which is from the Chronicles of Narnia. It raises a neat little metaphysical question:

Why do we assume that what a thing is made up of is what a thing is?

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Is a memory a bunch of atoms? And does this mean we can transfer exact memories?

I was asked the following question on Quora.

Are specific memories just arrangements of atoms in our brains? Could you put certain molecules in someones head and give them an exact memory that you had?

Short answer: No.


Modern science has shown that every thing is an arrangement of atoms: neurons, apples, tables, rockets, asteroids, aardvarks… they are all made up of atoms.

The question now is this: is a memory a thing?

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Are mental disorders the same as brain disorders? Maybe not!

I am currently reading an excellent paper that will be published in Behavioral and Brain Sciences soon. It raises some very important issues with popular conceptions of mental illness.

Brain disorders? Not really… Why network structures block reductionism in psychopathology research

These two figures capture some of the key points:

Here is the abstract:

“In the past decades, reductionism has dominated both research directions and funding policies in clinical psychology and psychiatry. However, the intense search for the biological basis of mental disorders has not resulted in conclusive reductionist explanations of psychopathology. Recently, network models have been proposed as an alternative framework for the analysis of mental disorders, in which mental disorders arise from the causal interplay between symptoms. In this paper, we show that this conceptualization can help understand why reductionist approaches in psychiatry and clinical psychology are on the wrong track. First, symptom networks preclude the identification of a common cause of symptomatology with a neurobiological condition, because in symptom networks there is no such common cause. Second, symptom network relations depend on the content of mental states and as such feature intentionality. Third, the strength of network relations is highly likely to partially depend on cultural and historical contexts as well as external mechanisms in the environment. Taken together, these properties suggest that, if mental disorders are indeed networks of causally related symptoms, reductionist accounts cannot achieve the level of success associated with reductionist disease models in modern medicine. As an alternative strategy, we propose to interpret network structures in terms of D. C. Dennett’s (1987) notion of real patterns, and suggest that, instead of being reducible to a biological basis, mental disorders feature biological and psychological factors that are deeply intertwined in feedback loops. This suggests that neither psychological nor biological levels can claim causal or explanatory priority, and that a holistic research strategy is necessary for progress in the study of mental disorders.”

Behavioral and Brain Sciences is one of the premier journals for “big thinking” in cognitive science and neuroscience, so it’s great to see these ideas there.