Michael David Kirchhoff
@kirchhoffmd.bsky.social
190 followers 440 following 15 posts
Associate Professor in the School of Liberal Arts, University of Wollongong, Australia. Current research: The function and implication of using idealized methods to model the mind/brain in computational neurosience. Ongoing: FEP, 4E, metaphysical musings
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kirchhoffmd.bsky.social
'The Idealized Mind: From Model-based Science to Cognitive Science' published by MIT Press. Claims: models of the mind are idealized models; this is consistent with scientific realism; yet, it blocks realism about neural representation and neural computation based on evidence from neuroscience.
Book cover for The Idealized Mind with the MIT Press, published in 2025. The image, created by my friend Chris Vernon, is a simplified artificial neural network (ANN). The fact that this ANN looks nothing like a real neural network is the picture developed in the book with implications for discussions about neural representation, neural computation and explanatory unification in the computational cognitive sciences
Reposted by Michael David Kirchhoff
mitpress.bsky.social
Available #OpenAccess, Michael Kirchhoff's "The Idealized Mind" brings together ideas from the philosophy of cognitive science and the philosophy of science to reconcile scientific realism with model-based science: mitpress.mit.edu/978026255293...
Hand holding a copy of "The Idealized Mind: From Model-Based Science to Cognitive Science" by Michael D. Kirchhoff.
Reposted by Michael David Kirchhoff
gangchen6.bsky.social
Data only shows associations. Turning those into claims about mechanism or causation? That requires a Rosetta Stone of prior knowledge + theory. Resting-state fMRI is purely observational; correlation is its currency. From this, plenty of "theoretical toys" about brain function can be built...
biorxiv-neursci.bsky.social
Resting-State fMRI and the Risk of Overinterpretation: Noise, Mechanisms, and a Missing Rosetta Stone https://www.biorxiv.org/content/10.1101/2025.09.16.676611v1
Reposted by Michael David Kirchhoff
Reposted by Michael David Kirchhoff
hohwy.bsky.social
Come to Melbourne for the 2025 Conference of the Australasian Society for Philosophy and Psychology

Check out the great keynotes - submit your abstract

Come join this exciting community of researchers

Nov 24-25 - Register now!

#philosophy #neuroskyence #philsky

sites.google.com/monash.edu/a...
ASPP 2025 Melbourne
Australasian Society for Philosophy and Psychology 2025 Conference Melbourne, November 24th - 25th, 2025
sites.google.com
kirchhoffmd.bsky.social
Looking forward to this podcast interview
Reposted by Michael David Kirchhoff
markalfano.bsky.social
I am advertising two PhD positions in philosophy -- one for a domestic student, one for an international student. Both positions are 1 + 3 years, meaning that the first year is an MRes and the next three years are for the PhD.

www.mq.edu.au/research/phd...
PhD on the philosophy of networks of trust
This PhD scholarship is intended to benefit a researcher in empirically-oriented philosophy. Learn more and submit an expression of interest.
www.mq.edu.au
kirchhoffmd.bsky.social
New arguments are provided for thinking that models of mental or neural representation and models of neural computation are in fact idealized models. These models, of which there are many, may be useful but they aren't true
kirchhoffmd.bsky.social
In The Idealized Brain, special attention is paid to the use of mathematical idealization in neural coding models and deep convolutional neural networks. In addition, implications are drawn for the use of information and probability theory - both of which are idealized formal languages
kirchhoffmd.bsky.social
Exciting news. Following the publication of 'The Idealized Mind: From Model-based Science to Cognitive Science' (2025, MIT Press), I have signed a new contract for a completed and forthcoming book with MIT entitled 'The Idealized Brain: Uniting Philosophy of Science and Computational Neuroscience'.
kirchhoffmd.bsky.social
Great to learn that it's useful for you!!
kirchhoffmd.bsky.social
Very interesting @williamngiam.github.io I'd love if you could share some references and very happy to keep this conversation going if you wish
kirchhoffmd.bsky.social
If there is interest in more posts about the contents of the book, reach out and I'll create some posts. There is a book symposium organized on the Brains Blog (November) with commentaries from @francesegan.bsky.social, @coreymaley.net, @zoedrayson.bsky.social and Karl Friston. Truly grateful!
kirchhoffmd.bsky.social
'The Idealized Mind: From Model-based Science to Cognitive Science' published by MIT Press. Claims: models of the mind are idealized models; this is consistent with scientific realism; yet, it blocks realism about neural representation and neural computation based on evidence from neuroscience.
Book cover for The Idealized Mind with the MIT Press, published in 2025. The image, created by my friend Chris Vernon, is a simplified artificial neural network (ANN). The fact that this ANN looks nothing like a real neural network is the picture developed in the book with implications for discussions about neural representation, neural computation and explanatory unification in the computational cognitive sciences
kirchhoffmd.bsky.social
"Beyond the Extended Mind: New arguments for extensive enactivism". Published earlier this year in Synthese (Lorena Sganzerla, Daniel D. Hutto and Michael D. Kirchhoff)

link.springer.com/article/10.1...

Lot's of major implications for theorizing about the mind, brain and the nature of cognition
Beyond the extended mind: new arguments for extensive enactivism - Synthese
Clark and Chalmers (Analysis 58:7–19, 1998) landmark paper, The Extended Mind, launched a thousand ships and changed the contours of the larger sea of theorizing about cognition. Over the past twenty-...
link.springer.com
kirchhoffmd.bsky.social
'The Literalist Fallacy and the Free Energy Principle: Model-building, Scientific Realism, and Instrumentalism' (Kirchhoff, Kiverstein & Robertson) has finally made its way into the ahead of print stage with The British Journal for the Philosophy of Science.

www.journals.uchicago.edu/toc/bjps/0/0
The British Journal for the Philosophy of Science | Ahead of print
www.journals.uchicago.edu
kirchhoffmd.bsky.social
Pre-print of my new paper "Idealization and Mental Fictionalism" accepted for publication in Philosophical Psychology. Thesis: fictionalism about mental representation is not explanatorily useful. Reason: fails the benchmark test of a useful idealization.

www.academia.edu/127076112/Id...
Idealization and Mental Fictionalism
Cognitive scientists speak of codes, signals, encoding, decoding, computation, representation and information-processing. The orthodox view is to take talk of neuronal signalling and computational pro...
www.academia.edu