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Neuro cybernetics



In the physical sciences, neuro cybernetics is the study of communication and automatic control systems in mutual relation to machines and living organisms. The underlying mathematical descriptions are control theory, extended for complex systems, and mean field theory for neural networks and neural field theory. Exemplary applications of walking and human arm control. Neuro cybernetics is a sub-discipline of biocybernetics.

Additional recommended knowledge

Contents

Etymology

Neuro cybernetics is a compound word of 'neuro',- the fundamental biological way to convey information within an organism by means of specially differentiated cells (neurons), and cybernetics - the science of communication and automatic control systems in relation to both machines and living beings.

Neuro/bio cybernetics can essentially be understood as the culmination of both major sciences, that is neurology and cybernetics. As the complexity of neurology is overall still in a very early stage of abstracting it into a generalizable theory, whilst on the contrary the complexity of cybernetical systems do not even come close to biological systems, even of the most primitve kind (e.g. protozoa), neuro/bio cybernetics is still very much in the initial phase with much basic research going on, and hardly any commercial application.

Generally speaking, it is the science that covers the integration of machines into a living organism via a Neural interface (aka neurolink or neural interface). The best example for applied neuro cybernetics is the application of neuroprosthetics, which is still at a very early stage.

Introduction

The capacity of computers to cope with massive amounts of information and interface with each other with very low latencies is continually increasing. Efforts in the striving to advance human-computer interface technologies resulted in devices such as Virtual Reality gloves, various kind of motion trackers as well as 3-D sound and graphic based systems. These devices are capable of enhancing our ability to interact, along with novel approaches to user-interface-design, with vast amounts of information in as natural way as possible.

The emerging paradigm of human-machine interaction involves directly sensing bio-electric signals (from eye, muscle, the brain or any other nervous source) as inputs and rendering information in ways that take advantage of psycho-physiologic signal processing of the human nervous system (perceptual psychophysics).

After that the next step is to optimize the technology to the physiology, that is a biologically responsive interactive interface.

The research

The ultimate goal of NC research is the technological implementation of major principles of information processing in biological organisms by probing cellular and network mechanisms of brain functions. To unravel the biological design principles,computer aided analyses of neuronal structure and signal transmission based on modern information theories and engineering methods are employed.

An offshoot of neuro cybernetics is the field of Neurodynamics, also called Neural Field Theory, which uses differential equations to describe activity patterns in bulk neural matter. Research for neurodynamics involves the interdisciplinary areas of Statistics and nonlinear physics and sensory neurobiology. On the physics side, topics of interest include information measures, oscillators, stochastic resonance, unstable periodic orbits, and pattern formation in ensembles of agents.

Practical implementation

Practical applications, once the science has progressed, are countless but one especially remarkable would be neuroprosthetics that integrate seemlessly into the human organisms, by replicating and all layers of sensorial information from and to the surrogate organ . The demands of such a converter would be to preprocess the information and translate it via a synaptic bridge into information that is well adapted to the nervous system of the individual organism.

Some initial practical research is being undertaken. For example, in 2002, an array containing 100 electrodes, of which 25 could be accessed at any one time, was fired into the median nerve fibres of the scientist, Kevin Warwick. The neural signals obtained via the implant were detailed enough that a robot arm developed by Warwick's colleague, Peter Kyberd, was able both to mimic the actions of Warwick's own arm and to provide a direct form of sensory feedback from fingertip sensors in the hand[1].

Other

Psycho-cybernetics is a self-help book written by plastic surgeon Maxwell Maltz and doesn't have anything to do with neuro cybernetics in the broader sense or any other science.

See also

Literature

  • Rashevsky, N. (1938) Mathematical Biophysics. Chicago: University of Chicago Press.
  • Wiener, N. (1948) Cybernetics or Control and Communication in the Animal and the Machine.
  • Beurle, R.L. (1956) Properties of a Mass of Cells Capable of Regenerating Pulses. Philosophical Transactions of the Royal Society of London B 240, 55-94.
  • Wilson&Cowan (1973) A Mathematical Theory of the Functional Dynamics of Cortical and Thalamic Nervous Tissue. Kyberkinetik: 13, 55-80.
  • Amari (1977) Dynamics of Pattern Formation in Lateral-Inhibition Type Neural Fields. Biological Cyberkinetics: 27, 77-87.

References

  1. ^ Warwick,K, Gasson,M, Hutt,B, Goodhew,I, Kyberd,P, Andrews,B, Teddy,P and Shad,A:“The Application of Implant Technology for Cybernetic Systems”, Archives of Neurology, 60(10), pp1369-1373, 2003
 
This article is licensed under the GNU Free Documentation License. It uses material from the Wikipedia article "Neuro_cybernetics". A list of authors is available in Wikipedia.
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