The collected works of Warren S. McCulloch are vast. Our goal in re-introducing them through this four-part series in E:CO is to whet the reader’s appetite for the wealth of insight found in the full four-volume collection. We also hope to excite the researcher with our use of latent semantic analysis tools in creating a context in which to place the McCulloch works. The 30+ years during which the collection lay fallow deprived current day researchers of a what should have been a rich intellectual ecology to situate the works. Our goal with the use of technology is to provide researchers with a similar intellectual habitus.
The last issue in this four-part series begins with five articles by McCulloch:
What the Frog's Eye Tells the Frog's Brain, Volume 4, Chapter 102, Cited 2698 times
What Is a Number, That a Man May Know It, and a Man, That He May Know a Number?, Volume 4, Chapter 106, Cited 120 times
Cybernetic Problems of Learning: Conditioning of Control, of Command and of Expediency, Volume 4, Chapter 124 (no meaningful citations)
Of I and It, Volume 4, Chapter 127 (no meaningful citations)
Ragnar Rokr: The Effects of Conscious Purpose on Human Adaptation, Volume 4, Chapter 128 (no meaningful citations)
It then ends with the text of a lecture McCulloch gave in 1952 entitled: Finality and Form in Nervous Activity. I cannot speak highly enough of this lecture. It should be required reading in every introductory psychology course. That it has been ignored for more than a half-century is a loss to many generations of students.
As with the last three issues, there are commonalities to be found amongst the articles. When their contents are run through the American Society for Cybernetic’s epi-search software the following are displayed as recommended book from the ASC’s ISCE Library:
ISCE Library Recommendations of “Related Books”
What the Frog's Eye Tells the Frog's Brain
Action in Perception
Connectome: How the Brain's Wiring Makes Us Who We Are
Going Inside
Attentional Processing
On Intelligence
Vision and Art: the Biology of Seeing
Plato's Camera
The Quest for Consciousness: A Neurobiological Approach
Biophysics and Cybernetic Systems: Proceedings of the Second Cybernetic Sciences Symposium [Los Angeles, 1964]
Seeing, Thinking and Knowing: Meaning and Self-Organization in Visual Cognition and Thought
What Is a Number, That a Man May Know It, and a Man, That He May Know a Number?
Engaging Science
Ideas at the Intersection of Mathematics, Philosophy, and theology
Science Wars: What Scientists Know and How they Know It,
Contemporary Debates in Philosophy of Science
Neurophilosophy: Toward a Unified Science of the Mind-Brain
The Cambridge Companion to Bertrand Russell
Routledge History of Philosophy Volume IX: Philosophy of the English-Speaking World in The Twentieth Century 1: Science, Logic and Mathematics (Pt.1)
Dictionary of Philosophy and Religion: Eastern and Western Thought
Intuition and Science
The Oxford Handbook of Philosophy of Mathematics and Logic
Cybernetic Problems of Learning: Conditioning of Control, of Command and of Expediency
Brain-Wise: Studies in Neurophilosophy
Folk Psychological Narratives: the Sociocultural Basis of Understanding Reasons
Functional Models of Cognition: Self-Organizing Dynamics and Semantic Structures in Cognitive Systems
Yorick's World: Science and the Knowing Subject
Philosophy in the Flesh: the Embodied Mind and Its Challenge to Western Thought
Routledge History of Philosophy Volume IX: Philosophy of the English-Speaking World in The Twentieth Century 1: Science, Logic and Mathematics (Pt.1)
The Cambridge Companion to Quine
The Philosophy of Science
What Science offers the Humanities: Integrating Body and Culture
Treatise on Basic Philosophy: Volume 6: Epistemology & Methodology II: Understanding the World
Of I and It
Modern Philosophy of Language
Objective Knowledge: An Evolutionary Approach
Philosophical Darwinism
Philosophy of communication
Structure and Being
Why Does Language Matter to Philosophy?
The Cambridge Dictionary of Philosophy
Routledge Philosophy Guidebook to Rorty and the Mirror of Nature
The Blackwell Guide to the Philosophy of Language
Radical Constructivism
Ragnar Rokr: The Effects of Conscious Purpose on Human Adaptation
Going Inside
Synaptic Self: How Our Brains Become Who We Are
Neuroculture
The Good, the True, and the Beautiful: A Neuronal Approach
Are We Unique: A Scientist Explores the Unparalleled Intelligence of the Human Mind
The Global Village: Transformations in World Life and Media in the 21st Century
The Mind Machine
The Wisdom Paradox
Neurodynamics of Cognition and Consciousness (Understanding Complex Systems)
Evolution 2.0: Implications of Darwinism in Philosophy and the Social and Natural Sciences
Finality and Form in Nervous Activity.
The Mind and the Brain: Neuroplasticity and the Power of Mental Force
Information in the Brain: A Molecular Perspective
Brain-Wise: Studies in Neurophilosophy
A Universe of Consciousness: How Matter Becomes Imagination
Enchanted Looms: Conscious Networks in Brains and Computers
Connectome: How the Brain's Wiring Makes Us Who We Are
The Quest for Consciousness: A Neurobiological Approach
Emergence: From Chaos To Order
Purposive Systems: Proceedings of the First Annual Symposium of the American Society for Cybernetics
The Computer and the Brain
This subset of articles is focused on Mind, Brain, Logic, and Understanding. In addition, the notions of Philosophy, Science, Mathematics, Cognition, Evolution, Neuroscience, Neurons, Consciousness and Communication underlie the commonalities in the articles. Running the full text of all the articles combined through a key concept extractor highlights a different aspect of these articles.
Similar analyses are shown for each of the articles. We have prepared a word cloud, extracted key concepts or topics, and run several key word generators—all with a goal of finding a good short-hand representation of the article itself over and above the abstract of the article prepared by the author. When these shorthand representations are combined (using the ASC’s epi-search technology or its equivalent—we recommend http://findrelatedbooks.com), it becomes possible to look for related books and articles which build upon the original McCulloch article and illustrate where a contemporary researcher might find linkages and inspiration. Thus the shorthand representations are followed by a list of prominent works which cite the McCulloch article (citations per Google Scholar) and a list each of related articles (Google Scholar) and books (Google books) derived by running the complete shorthand representation (abstract plus word cloud plus concepts plus keywords) through the recommendation engine at http://findrelatedbooks.com. It is our intent that by providing this material current day researchers will be able to quickly see how a given McCulloch article relates to their own work or to works they are interested in.
What I find to be of the most interest is locating the McCulloch articles in the current context of today. When I use epi-search on the collection of citations, related articles, and related books from each of the six McCulloch pieces in this issue, the following list of related books is produced:
What this collection demonstrates is the high relevance of McCulloch's work to current research. These works, in turn, are focused around the following keywords or concepts: Brain, Inhibition, Cognition, Mind, Evolution, Neuroscience, Neurons, Science, Theory, Communication.
The lists of concepts and key words can, of course, be used to find related material from any corpus. For example, if one wanted to find items in the JStor collection related to these six articles as a group, the following search would be entered into Google: site:jstor.org Brain, Inhibition, Cognition, Mind, Evolution, Neuroscience, Neurons, Science, Theory, Communication.
This list of JStor articles shown above is yet another good representation of the work in this issue.
At the end of each article we present the results of the "epi-search" analysis: first a word cloud list of the fifty most used words in the article, then the "topics" as analyzed by the software, and three lists of keywords: the final output of our analysis (generated from the "lexical profile" of the article, a preliminary list generated from the full text of the article using the epi-search software, and a similar list compiled using software from cortical.io.) These are then followed by a list of the top articles which Google Scholar shows to be citing that McCulloch article, a list of "related articles" produced by using the final keywords from the epi-search software as a search in Google Scholar, and a list of "related books" produced by using the final keywords from the epi-search software as a search in Google Books. There have been similar “end pieces” for each McCulloch article in this series.
We will be turning this collection of four special issues into its own book, available in April 2020.
The full four-volume set of the Collected Works of Warren S. McCulloch will be available sometime in May.
On behalf of the American Society for Cybernetics, it is my great honor to welcome you to a contemporary read of the great works of Warren S. McCulloch.
Michael Lissack
President, American Society for Cybernetics and Founding Editor, E:CO, Emergence and Complexity in Organizations