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Showing posts with label intuition. Show all posts
Showing posts with label intuition. Show all posts

Tuesday, August 23, 2016

Mental Alchemy

By Adina Roskies




Adina Roskies is Professor of Philosophy and chair of the Cognitive Science Program at Dartmouth College. She received a Ph.D from the University of California, San Diego in Neuroscience and Cognitive Science in 1995, a Ph.D. from MIT in Philosophy in 2004, and an M.S.L. from Yale Law School in 2014. Dr. Roskies’ philosophical research interests lie at the intersection of philosophy and neuroscience, and include philosophy of mind, philosophy of science, and ethics. Her recent work focuses on free will and responsibility. Dr. Roskies is also a member of the AJOB Neuroscience editorial board.




In the last several months I’ve attended a few workshops on the topic of “cognitive ontology.” One workshop, held at the Rotman Institute at the University of Western Ontario was entitled “Rethinking the taxonomy of psychology”; the other, at Macquarie University was called “Reshaping the mind: New work on cognitive ontology”. The basic question raised by these workshops is whether the concepts we use to investigate cognition and refer to its constructs and processes are the “right” ones, or the ones we ought to use. The way in which this question has been elaborated by the speakers at these meetings varies: the topic has very broad scope. In what follows, I’ll sketch a few of the ways it has been discussed. As you will see, although the topic is more centrally one of interest to philosophy of neuroscience and psychology, it also has potential ramifications for neuroethics.





The way in which I have been thinking of cognitive ontology is prompted by my interest in neuroimaging. Functional neuroimaging studies measure changes in blood flow that correlate with changes in neural activity. Cognitive neuroimaging attempts to relate the changes in neural activity to cognitive processes involved in the performance of various tasks. In order to do this, scientists typically attempt to analyze a complex task into its component processes, and then to identify brain regions or networks that implement these components. By careful task design and comparison between different conditions, neuroimagers attempt to understand the functional role of various brain regions or networks. This methodology raises a number of pressing scientific and philosophical questions. First, the way in which we analyze or functionally decompose cognitive tasks is largely based on intuition: it may seem relatively clear what steps one would execute in order to do a task if, for example, one wanted to program a computer to so it, but there is no guarantee that the brain uses the intuitive solution. And in other cases it may not at all be clear what steps one would employ. But what if the brain does not carve up tasks in the way that we do? Because of the nature of neuroimaging, we will always get patterns of brain activations that we can associate with our task decompositions. However, these may not correspond to the functions the brain actually employs. The fact that meta-analyses of neuroimaging studies by and large suggest that there is a many to many mapping of brain regions to functions may reflect that our intuitive taxonomy is incorrect, and that we are not carving the mind/brain at its joints (alternatively, it may just reflect that there is a many-many mapping). Moreover, one might wonder whether our methods will necessarily ratify the inaccuracies of our intuition, mistaken as they may be, or whether and how we can bootstrap ourselves to a better ontology.








Image courtesy of Wikimedia Commons

Scientists should be worried about this and many are. New methods are being developed that use brain data rather than intuitions about psychology to try to develop revised taxonomies of function. Whether such methods are necessary and whether they are preferable will depend in part on answers to general questions about structure-function mappings in the brain that are themselves matters of great debate. I expect we will hear much more about methodological developments and philosophical debates about these topics in the near future.





A very different area in which the question of cognitive ontology comes up is with regards to the question of the status of folk psychology, otherwise called belief-desire psychology. Here contemporary questions about brain organization and function intersect with classic debates in the philosophy of mind regarding the nature of intentional states. It is interesting to ponder whether today’s neuroscience bears on the issue of whether mental states such as beliefs and desires are real, whether they are good ways of talking about the mind, or whether they are so off-base that they should be abandoned and replaced with a better cognitive ontology. While some cognitive constructs have been argued not to exist on the basis of failure to find reliable activations, it is yet unclear whether this “New Wave Eliminativism” as Tim Bayne has called it, has philosophical roots in classical eliminativist positions. If the current eliminativism is just the tip of an iceberg, neuroethicists may have a big job to do: our social, moral and legal worlds are anchored in folk psychology.





Perhaps the clearest way in which we are already rethinking our cognitive ontology is in the realm of psychiatry. The new DSM-V is not the only game in town: the NIH has instituted a more brain-focused scheme called RDoC, which requires psychiatric diseases and research programs to identify plausible neural mechanisms. Moving psychiatry from a symptom-based to brain-centered discipline will have effects on diagnosis, on research funding, on societal reaction, and even perhaps on clinical outcome, all of which should be of concern to neuroethicists.





The question of cognitive ontology is really many questions, and they are difficult ones to parse and to answer. It is unclear to me whether the questions are largely academic and we are really not badly off, or whether we are instead in the neuroscientific dark ages, not unlike the position of alchemists prior to the development of modern chemistry. The fact that I can’t tell makes the topic doubly interesting.




Want to cite this post?

Roskies, Adina. (2016). Mental Alchemy. The Neuroethics Blog. Retrieved on , from http://www.theneuroethicsblog.com/2016/08/mental-alchemy.html

Tuesday, September 25, 2012

Why use Brain Cells in Art?



“Bioart” refers to the manipulation of living cells, tissues, or organisms (or their derivatives) for artistic purposes. While artists and biologists have collaborated for centuries to illustrate biological phenomena (you can see some fantastic modern examples of this tradition here), “Bioart” refers to the practice started in the early 1990’s of artists training in and performing techniques from the biological sciences, such as cell culture, genetic engineering, and surgery.  Artists have used these technologies to create novel living entities (such as a leather jacket grown in vitro) or modify existing living entities (such as Stelarc’s third ear).  These tools provided new options for aesthetic statements (the ability to radically sculpt living tissue to suit particular tastes), ethical statements (if we are growing a small, edible steak in a vat, should we continue to kill cattle for food?) as well as a novel flavor of irony (that “victimless” PETA-endorsed cultured steak required an entire cow’s worth of fetal bovine serum to produce [1]).



Some bio-artworks  incorporate living neurons.  Early works such as Force and Intelligence used neural culture for its aesthetic and, er, cultural significance.  Later however, neural art work began to incorporate the functional aspects of neurons by recording and initiating neural activity.  This bi-directional communication allowed for neural culture to control robotic art installations, giving the biological “brain” a robotic “body”[2].  This embodied neural art is a distinctive subset of bioart much for the same reason that neuroethics is a distinctive subset of bioethics- while similar issues can be addressed (is it alive?), there are a new set of issues that come up (does it feel pain?).  In many ways, embodied neural art is the perfect playground for the “extra-rational” side of the neuroethics discussion. Here, novel neural systems, or novel presentations of natural living systems, can be presented to the public in a manner that encourages both critical thinking and the development of new intuitions.




Peter Gee (center) explains Silent Barrage's processing loop to two museum attendees standing amid the work's robotic "body."  On the wall behind them are shown projections displaying rainbow-colored electrical recordings (left) of the neural activity of the biological "brain" that controls the robots, and the view from the overhead cameras (right) that provide the "sensory input" for the "brain."  Photo by Philip Gamblen.



As an example of the sorts of ethical discourse embodied neural art can generate, let's examine an issue raised by a particular piece that I just so happen to be familiar with: Silent Barrage.  For Silent  Barrage, a culture of dissociated rat neurons was given control (over the internet) of a robotic installation that is large enough that audience members could actually walk through it.  The culture "observed" the audience members through overhead cameras, and "responded" through movement of the robotics.  In this installation, the robotic "body" was a grid of 32 upright 9 foot poles, each with mobile spinning carriages.  This robotic grid mapped the installation to the electrode grid in the microelectrode array, leading one audience member to report that “the feeling of physically traveling through an active brain is impossible to escape”.  One question that arises from building an “active brain” is whether or not said neural system has an "inner mental life" or "consciousness" that its creators have a moral obligation towards, as they might for a "full" rat.




The speculation over the artist's obligation towards Silent Barrage is a sort of inverted image of the case of Alba the GFP bunny (pictured above), where the artistic manipulation of an animal actually prevented the artist from caring for the creature.  Photo by Chrystelle Fontaine, retrieved from  http://www.ekac.org/gfpbunny.html.



From a neuroscience perspective, if Silent Barrage was conscious, it was nothing near (even) rat-level consciousness.   Keep in mind that this "brain" is actual made entirely of cerebral cortex, and therefore missing a brainstem- a condition that leads to coma in vivo (an unconscious state).[3]  Note, however, that the context usually created by the rest of the brain can in some ways be approximated using electrical stimulation.  For example, one of the markers for consciousness (used to determine if locked-in patients are aware of their surroundings) is how evenly distributed electrical activity is in cortex- which can be tweaked in the culture by altering electrical stimulation patterns.[4]  Does this imply that Silent Barrage was "conscious" while being stimulated, but when the exhibit closed for the evening (and stimulation was switched off) it fell into a state of "unconsciousness?"



While it is difficult (if not impossible[7]) to definitively answer that question, we can at least speculate as to what Silent Barrage might have been conscious of, if it was in fact conscious of anything.  In this case, the only information that Silent Barrage processes is the level of movement in its "field of view"- much like a T. Rex, Silent Barrage can't see you if you stay perfectly still.  The inner life of Silent Barrage, if such a thing does exist, would consist entirely of observation of audience turbulence, with no emotional, motivational, or long term historical context.  With no sensation of pain or pleasure and no ambition toward discernible goals [8], Silent Barrage begs about as much moral obligation towards itself as a desktop computer does.



When deciding for ourselves whether or not 50 thousand cultured rat neurons controlling a robot in an art exhibition is "conscious" or not, it is interesting to examine the contrast between the neuroscientific sketch above, and the subjective experience of walking through Silent Barrage and feeling observed.  The first, a mostly objective statement of fact, can tell us things about the nature of the hypothesized "mental life" of this strange entity, and compare it to things we have more experience with, but stops short of pointing a finger and doling out responsibility.  The second doesn't necessarily add to the list of rational arguments that can be made about the nature of Silent Barrage's “mental life,” but it can more readily build a degree of empathy toward the work, an intuition that said “mental life” is real, and worth protecting.  As ethical decisions are made through intuition as well as  reasoning [9],  both sides must be explored to fully understand the relevant factors behind this decision.





Want to cite this post?

 Zeller-Townson, RT. (2012). Why use Brain Cells in Art? The Neuroethics Blog. Retrieved on
, from http://www.theneuroethicsblog.com/2012/09/why-use-brain-cells-in-art.html







[1] Catts, O and Zurr, I. (2008) The Ethics of Experimental Engagement with the Manipulation of Life.  Tactical Biopolitics: Art, Activism, and Technoscience.  MIT Press.

[2] A procedure that had just recently begun to be performed by neuroscientists.  DeMarse, T. B., Wagenaar, D. A., Blau, A. W. and Potter, S. M. (2001). The Neurally Controlled Animat: Biological Brains Acting with Simulated Bodies. Autonomous Robots 11: 305-310.

[3] Saper, CB. (2000) Brain Stem Modulation of Sensation, Movement, and Consciousness.   Principles of Neural Science, 4th edition.   McGraw-Hill New York.

[4] Again (when is this ever not the case?) see Kandel (reference 3).  During non-REM sleep cortex appears to fire away in correlated sleep-spindles, while both REM sleep and wakefulness show more distributed activity.  Interestingly enough, in the absence of driving sensory input cortical tissue naturally develops highly correlated activity- in the dish this is referred to as "population bursts," whereas in vivo one can see a propensity towards seizures in tissue deprived of its usual afferents [5].  In the dish, this "sleep like" or "seizure like" activity can be broken up through certain types of electrical stimulation[6]- in effect, sensory input brings the tissue out of a "sleep like" state.

[5] Nita DA, Cissé Y, Timofeev I, and Steriade M. (2006) Increased propensity to seizures after chronic cortical deafferentation in vivo. AJP - JN Physiol February  vol. 95: 902-913

[6] You can think of this effect as being much like how small controlled burns can prevent large uncontrolled forest fires.  Wagenaar, D. A. Madhavan, R. Pine, J. and Potter, S. M. (2005) Controlling bursting in cortical cultures with closed-loop multi-electrode stimulation. J. Neuroscience 25: 680-688.

[7] What is becoming my favorite definition of consciousness- Stuart Sutherland (1989). Consciousness. Macmillan Dictionary of Psychology. Macmillan.  Can be found here, among many others that help to illustrate the problem.

[8] Specific structures that play a role in these missing functions include the amygdala, the locus ceruleus, and the hippocampus.  Note that cortex itself does play an important part in the regulation of emotion (specifically the cingulate and prefrontal parts of cerebral cortex), though in concert with other, missing structures.  What I'm assuming here is that "emotion," at its core, requires information about the well being of an organism- whether predicted well being (fear or hope) or the current state of well being (happiness or misery).  The neural system in Silent Barrage does not have direct access to such information.

[9] With some scholars going as far to say that the decisions are governed entirely through intuition.  Haidt, J. (2001)  The Emotional Dog and its rational tail: A social intuitionist approach to moral judgement.  Psychological Review 108:814-834