Design for a brain
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Behaviour, reflex and learned 1/2.The activities of the nervous system may be divided more or less distinctly into two types.The dichotomy is perhaps an over-simplification, but it will be sufficient for our purpose.The first type is reflex behaviour.It is inborn, it is genetically determined in detail, it is a product, in the vertebrates, chiefly of centres in the spinal cord and in the base of the brain, and it is not appreciably modified by individual experience.The second type is learned behaviour.It is not inborn, it is not genetically determined in detail (more fully discussed in S. 1/9), it is a product chiefly of the cerebral cortex, and it is modified markedly by the organism's individual experiences.With the first or reflex type of behaviour we shall not be concerned.We assume that each reflex is produced by some neural mechanism whose physico-chemical nature results inevit- ably in the characteristic form of behaviour, that this mechanism is developed under the control of the gene-pattern and is inborn, and that the pattern of behaviour produced by the mechanism is usually adapted to the animal's environment because natural selection has long since eliminated all non-adapted variations.For example, the complex activity of ' coughing ' is assumed to be due to a special mechanism in the nervous system, inborn and developed by the action of the gene-pattern, and adapted and perfected by the fact that an animal who is less able to clear its trachea of obstruction has a smaller chance of survival.Although the mechanisms underlying these reflex activities are often difficult to study physiologically and although few are known in all their details, yet it is widely held among physiologists that no difficulty of principle is involved.Such behaviour and such mechanisms will not therefore be considered further.1/4.It is with the second type of behaviour that we are con- cerned : the behaviour that is not inborn but learned.Examples of such reactions exist in abundance, and any small selection must seem paltry.Yet I must say what I mean, if only to give the critic a definite target for attack.Several examples will therefore be given.A dog selected at random for an experiment with a conditioned 2 THE PROBLEM 1/5 reflex can be made at will to react to the sound of a bell either with or without salivation.Further, once trained to react in one way it may, with little difficulty, be trained to react later in the opposite way.The salivary response to the sound of a bell cannot, therefore, be due to a mechanism of fixed properties.A rat selected at random for an experiment in maze-running can be taught to run either to right or left by the use of an appro- priately shaped maze.Further, once trained to turn to one side it can be trained later to turn to the other.A kitten approaching a fire for the first time is unpredictable in its first reactions.The kitten may walk almost into it, or may spit at it, or may dab at it with a paw, or may try to sniff at it, or may crouch and ' stalk ' it.The initial way of behaving is not, therefore, determined by the animal's species.Perhaps the most striking evidence that animals, after training, can produce behaviour which cannot possibly have been inborn is provided by the circus.A seal balances a ball on its nose for minutes at a time ; one bear rides a bicycle, and another walks on roller skates.It would be ridiculous to suppose that these reactions are due to mechanisms both inborn and specially per- fected for these tricks.Man himself provides, of course, the most abundant variety of learned reactions : but only one example will be given here.If one is looking down a compound microscope and finds that the object is not central but to the right, one brings the object to the centre by pushing the slide still farther to the right.The relation between muscular action and consequent visual changeis the reverse of the usual.The student's initial bewilderment and clumsiness demonstrate that there is no neural mechanism inborn and ready for the reversed relation.But after a few days co-ordination develops.These examples, and all the facts of which they are representa- tive, show that the nervous system is able to develop ways of behaving which are not inborn and are not specified in detail by the gene-pattern.1/5.Learned behaviour has many characteristics, but we shall be concerned chiefly with one : when animals and children learn, not only does their behaviour change, but it changes usually for the better.The full meaning of i better ' will be discussed in THE PROBLEM 1/10 the survival of thefittest) is fixed, yet its influence has an infinite variety when applied to an infinite variety of particular organisms in particular environments.A final example is given in the body by the process of inflammation.The function-rules which govern the process are gene- tically determined and are constant in one species.Yet these rules, when applied to an infinite variety of individual injurie
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Computational Psychiatry builds on seminal teleological theories of biological systems that provide fundamental constraints for understanding brain function.
“Computational Psychiatry builds on seminal teleological theories of biological (and other) systems that provide fundamental constraints for any attempt of understanding brain function.”
From Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression (2016) · cites this paper as Ashby, 1954
In §5/9, Ashby argues that survival requires essential variables to remain within physiological limits, providing a constraint on his account of biological adaptation and brain function. But §1/10 explicitly rejects teleological explanations of behaviour, so describing his account as a teleological theory overstates what the source supports. The book also does not establish the claimed link to Computational Psychiatry. (LLM, conf=0.84)
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Cites
Are theories of learning necessary?
Skinner, B. F. (1950) · Psychological Review · doi:10.1037/h0054367 · Cited by 1,808 · see citing works
Behavior, Purpose and Teleology
Rosenblueth, A., Wiener, N., & Bigelow, J. (1943) · Philosophy of Science · doi:10.1086/286788 · Cited by 1,579 · see citing works
Journal of Abnormal and Social Psychology.
(1962) · Anthropology News · doi:10.1111/an.1962.3.1.6.1 · Cited by 1,576 · see citing works
Proceedings of the Society for Experimental Biology and Medicine
(2010) · Proceedings of The Society for Experimental Biology and Medicine · doi:10.1111/(issn)1525-1373 · Cited by 1,098 · see citing works
The Integrative Action of the Nervous System.
Freeman, F. N., & SHERRINGTON, S. C. (1907) · The Journal of Philosophy Psychology and Scientific Methods · doi:10.2307/2010953 · Cited by 907 · see citing works
Journal of Comparative and Physiological Psychology.
Estes, W. K. (1965) · American Psychologist · doi:10.1037/h0021469 · Cited by 815 · see citing works
de Nó, R. L. (1933) · Archives of Neurology And Psychiatry · doi:10.1001/archneurpsyc.1933.02240140009001 · Cited by 604 · see citing works
Observations of the living developing nerve fiber
Harrison, R. G., Greenman, M. J., Mall, F. P., & Jackson, C. M. (1907) · The Anatomical Record · doi:10.1002/ar.1090010503 · Cited by 515 · see citing works
The retroactive effect of electroshock on learning.
Duncan, C. P. (1949) · Journal of Comparative and Physiological Psychology · doi:10.1037/h0058173 · Cited by 428 · see citing works
A heterarchy of values determined by the topology of nervous nets
McCulloch, W. S. (1945) · Bulletin of Mathematical Biology · doi:10.1007/bf02478457 · Cited by 335 · see citing works
Anderson, A. C. (1940) · Journal of Applied Psychology · doi:10.1037/h0051050 · Cited by 280 · see citing works
THE JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY
Weil, A. (1962) · Journal of Neuropathology & Experimental Neurology · doi:10.1097/00005072-196201000-00001 · Cited by 273 · see citing works
Experimentelle Beiträge zur Lehre vom Gedächtniss
Müller, G. E., & Pilzecker, A. (1900) · Cited by 261 · see citing works
Effectiveness of token rewards for chimpanzees.
Wolfe, J. B. (1936) · Cited by 167 · see citing works
Conditioned responses in curarized striate muscle in dogs.
Girden, E., & Culler, E. (1937) · Journal of comparative psychology · doi:10.1037/h0058634 · Cited by 130 · see citing works
On the criteria for the stability of small motions
Frazer, R. A., & Duncan, W. J. (1929) · Proceedings of the Royal Society of London Series A Containing Papers of a Mathematical and Physical Character · doi:10.1098/rspa.1929.0143 · Cited by 120 · see citing works
Food-tokens as incentives for learning by chimpanzees.
Cowles, J. T. (1937) · doi:10.1037/14268-000 · Cited by 118 · see citing works
An experimental analogue of "regression" with incidental observations on "reaction-formation."
Mowrer, O. H. (1940) · Journal of Abnormal & Social Psychology · doi:10.1037/h0063665 · Cited by 97 · see citing works
THE FORMATION OF A SIMPLE HABIT IN GUINEA‐PIGS
Grindley, G. C. (1932) · British Journal of Psychology General Section · doi:10.1111/j.2044-8295.1932.tb00655.x · Cited by 94 · see citing works
Behavior of the Lower Organisms
P., G. H. (1907) · Science · doi:10.1126/science.26.669.548 · Cited by 94 · see citing works
EFFECT OF CROSSING NERVES TO ANTAGONISTIC LIMB MUSCLES IN THE MONKEY
Sperry, R. W. (1947) · Archives of Neurology And Psychiatry · doi:10.1001/archneurpsyc.1947.02300330064006 · Cited by 83 · see citing works
Principles of human physiology
Starling, E. H. (1915) · doi:10.5962/bhl.title.26119 · Cited by 83 · see citing works
Measurements of Acuity by the Conditioned-Response Technique
Culler, E., Finch, G., Girden, E., & Brogden, W. J. (1935) · The Journal of General Psychology · doi:10.1080/00221309.1935.9920099 · Cited by 58 · see citing works
Recent advances in some concepts of conditioning.
Culler, E. (1938) · Psychological Review · doi:10.1037/h0057483 · Cited by 56 · see citing works
The Physical Origin of Adaptation by Trial and Error
Ashby, W. R. (1945) · The Journal of General Psychology · doi:10.1080/00221309.1945.10544480 · Cited by 46 · see citing works
Self-citationCONGENITAL UNIVERSAL INDIFFERENCE TO PAIN
Boyd, D. (1949) · Archives of Neurology And Psychiatry · doi:10.1001/archneurpsyc.1949.02310100066005 · Cited by 40 · see citing works
Some factors determining the degree of retroactive inhibition.
Robinson, E. S. (1920) · The Psychological Monographs · doi:10.1037/h0093155 · Cited by 39 · see citing works
CAN A MECHANICAL CHESS-PLAYER OUTPLAY ITS DESIGNER?
Ashby, W. R. (1952) · The British Journal for the Philosophy of Science · doi:10.1093/bjps/iii.9.44 · Cited by 35 · see citing works
Self-citationEFFECT OF EXTRACT OF ADRENAL CORTEX ON EXPERIMENTAL NEUROSIS IN SHEEP
Liddell, H. S. (1935) · Archives of Neurology And Psychiatry · doi:10.1001/archneurpsyc.1935.02250230045004 · Cited by 22 · see citing works
The General Principles of Quantum Theory
Temple, G., & Payne, W. T. (1950) · American Journal of Physics · doi:10.1119/1.1932687 · Cited by 21 · see citing works
A Tentative Classification of the Forms of Animal Behavior.
HOLMES, S. J. (1922) · Journal of comparative psychology · doi:10.1037/h0075719 · Cited by 8 · see citing works
Portas, F. (1947) · BMJ · doi:10.1136/bmj.2.4514.71 · Cited by 6 · see citing works
Graphic methods in the neurological examination; wavy tracings to record motor control.
Wt, G. (1947) · PubMed · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 10
- Eddington, A. S. The nature of the physical world. Cambridge, 1929 ; The philosophy of physical science. Cambridge, 1939.
- Ashby, W. Ross. Adaptiveness and equilibrium. Journal of Mental Science, 86, 478 ; 1940. Idem. The behavioral properties of systems in equilibrium. American Journal of Psychology, 59, 682 ; 1946.
- Cannon, W. B. The wisdom of the body. London, 1932. Conference on Teleological Mechanisms. Annals of the New York Academy of Science, 50, 187 ; 1948.
- Pavlov, I. P. Conditioned reflexes. Oxford, 1927.
- Sommerhoff, G. Analytical biology. Oxford, 1950. References
- Speidel, C. C. Studies of living nerves ; activities of ameboid growth cones, sheath cells, and myelin segments as revealed by prolonged observa- tion of individual nerve fibers in frog tadpoles. American Journal of Anatomy, 52, 1 ; 1933.
- Idem. Studies of living nerves ; VI, Effects of metrazol on tissues of frog tadpoles with special reference to the injury and recovery of individual nerve fibers. Proceedings of the American Philosophical Society, 83, 349 : 1940. References
- Shannon, C. E. A mathematical theory of communication. Bell System technical Journal, 27, 379-423, 623-56 ; 1948. References
- Ashby, W. Ross. The effect of controls on stability. Nature, 155, 242 ; 1945. Idem. Interrelations between stabilities of parts within a whole dynamic system. Journal of comparative a?id jihysiological Psychology, 40, 1 ; 1947.
- Nyquist, H. Regeneration theory. Bell System technical Journal, 11, 126 References
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Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression
Stephan, K. E., Manjaly, Z. M., Mathys, C. D., Weber, L. A. E., Paliwal, S., Gard, T., Tittgemeyer, M., Fleming, S. M., Haker, H., Seth, A. K., et al. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00550 · Cited by 437 · see citing works
- Authors
- Ashby, W. R.
- Corresponding author
- Ashby, William Ross.
- Venue
- Wiley eBooks
- Publisher
- Wiley
- Published
- 1954
- OpenAlex
- W4235796286
- Cited by
- 137
- References
- 33
- Citations by year
- 2026: 3 · 2025: 1 · 2023: 1 · 2022: 2 · 2021: 2 · 2020: 8 · 2019: 7 · 2018: 8 · 2017: 8 · 2016: 6 · 2015: 5 · 2014: 3 · 2013: 4 · 2012: 2
- FWCI
- 9.00
- Type
- book
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Wiley eBooks (publishedVersion)
- Biodiversity Heritage Library (Smithsonian Institution) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Keywords
- learned behavior, cerebral cortex, conditioning, maze learning, natural selection, nervous system evolution, comparative neuroanatomy
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