Introduction to Self organizing

Neural Networks

The only types of neural networks allowed in biological systems must be Self Organizing. This means that external supervision such as by Families, Schools, Traditions [verbal or written], religion or Civil Governments is impossible. What are the consequences and implications for ignoring this impossibility? How does self organizing mind really work in a holographic setting?

Introducing a new understanding of human nature and Mind based on new ideas in science that recently emerged in the mathematics of neural networks. This introduced a dilemma: it was found because biological neural networks must be self organizing, external supervision as found in teaching, parenting and civil authority cannot take place directly. I will explain how human culture evolved by overcoming this difficulty.

 In the 1960s neural science introduced the proposition that the brain used similar procedures to how a physical hologram is constructed. I show how this process explains self consciousness and hence culture as overlayered consciousness: holograms of holograms. This is not obscure or hard to understand science, but has been modeled in every human activity from Music to Religion to Traditional Chinese Medicine and Culture. Some of the words describing this are: One Mind, Creativity, Freedom, and Peace. I make sense out of the scientific assertion that we are descended from "monkeys"!

Self organization: recent scientific investigations of the nature of neural networks proves that only self organizing neural networks can exist in living systems.

This means that supervision is impossible:

So how did these normal cultural activities become possible?

As the human brain evolved, we employed the three-dimensional logic of the tree tops to develop language as a way of sharing and cooperating with others in the tasks necessary to survive on the two-dimensional plane -- tundra among larger and stronger animals.  Language is like the leaves at the ends of ever increasingly smaller and smaller branches that are rooted in the ground of our older and more intensely powerful animal and reptilian brains.

Picture this: a tree with Christmas tree lights.  This symbolizes the intensity of language when compared with light sources such as the sun: not only is it beautiful but also we can look directly at the Christmas tree lights, whereas the sun will blind us when we look directly at it.  In the same way we say our animal nature overpowers human reason.

Picture this: the so-called Garden of Eden myths takes on an enhanced meaning when understood from this prospective of evolutionary development.  The expulsion from the Garden of Eden is only possible after eating the fruit of the knowledge of good and evil which is language and its use in cooperative tasks.  We no longer had the complete freedom of self organization referred to as being the children of God.  We had to work at figuring out how to become farmers and city dwellers.

Dividing the world of knowledge into good and evil still plagues us.  Religious people will say that I am not following the Bible and scientific people will say there is no truth in myth or the Bible, and that I am not being scientific.  My position is that material that emerges from deep within where some people find God is the same source of truth that science is studying.  But with both religion and science the struggle with good and evil from each of their single viewpoints results and distortion and avoidance. Thus these inner truths are distorted to fit cultural needs. All the elements are present but arranged in different orders so that instead of seeing the development of language as an evolutionary journey, religion in the West sees it as original sin.  Science has all the elements but locked up in different disciplines that do not talk to each other.  So the mathematics of neural networks does not connect with the study of linguistics or anthropology and none of these connect with modern general systems theories.  Each gives its own story without connecting to being human.

Thus our deep and ancient preverbal intelligence continuously shows itself with all the pieces necessary to represent mind, but each human culture puts these pieces together as if living in a dream. Instead of seeing the map of how the human mind connects to the roots in the deep older brain structures humans have lived as if those deep connections control us, and used those the deep connections to control others as was done in the holy Roman Empire.

You are about to encounter new ideas that gather together the ways in which traditional cultures and modern science has represented mind and being human. This new synthesis is a very direct approach which demystifies religion and simplifies the ways in which science applied itself to understanding mind. In this approach I consider that religion is a pre-scientific approach to the same material needed to understand the nature of mind and being human which unlike science is being directed by that very mind.

What does this get us?


 The advances in human development that brought us language, culturally shared maps of reality and civilization emerged because of fear and difficulties of survival among larger and stronger animals. Now that we understand these processes we can let go of the extra baggage needed to protect us from fear of other humans and their ideas and join together in our common human biological heritage of peacefulness and gentleness.


Let me walk you through this new material before we get to the applications from your particular point of view. I will supply background information as links for you to follow about any of the implications for science or traditional culture as well as background information for those of you who are unfamiliar with particulars in a very easy to understand context.

Understanding holographic mind.

 The way in which a hologram constructs itself that differs from an ordinary picture:


 in that the complete holographic picture is distributed throughout and at all points on the hologram:

also each complete picture point on the hologram has its own viewpoint:


In the brain the majority viewpoint is expressed and the others are repressed by ignoring them or as we call it by concentration.  Not only that, in living systems each complete information set becomes self organizing and evolving:
All one's parts take on different roles and goals: we shape ourselves around who we want to be, and who we want to love and marry.  We take on our parents ideas and then become our parents in trying to shape others.  All these different parts of ourselves emerge when needed almost as if they were strangers to us.

How is the structure of Mind modeled by holography:

Each part of the mind as in a hologram contains the entire picture or information. In mind each part evolves differently. This allows, creates and demands diversity.

In the hologram the reason for this distributed nature of structure and information is because a coherent source of light, mainly a laser, is used to store and capture the information that is unfocused by a lens and thus lands everywhere at the same time.

coherence of phases:

Thus coherence is the lining up of the phase structure of any energy or matter entity. In the physical hologram the coherent source mainly light from a laser divides into two parts. One part reflects off the object and carries the information by the way the object shifted the phase code of the light back to the original coherent source that has remained unchanged and now becomes a canvas upon which the information in the form of a phase code is written. In living systems many structure is have become sources of coherence especially including phase angles of previous sources of coherence that have coded themselves into the body mind. Thus what we call focused details can become sources of coherence.

The elements of one mind always remain the same yet the phase relationships are always changing is represented directly by playing cards and the game of solitaire. The elements of the one mind are phase angles of an overlayered larger set. These other sets are also mind of what we call mind -- body. This phase structure of mind is also represented by music: by the time signature and key signature.

The number of cards in the stack of a solitaire game is the size of the phase space and the object of the game which is to put the cards in a coherent order refers to the order of a larger phase space of the over mind.

The animal mind uses the beginning or first on the phase space which in the cards is the ace. The human mind is able to connect to any of the phases and to proceed forwards or backwards which is represented by the cards as an forwards sequence or a backwards sequence. Thus the phase space of the cards is in the reptilian brain and the mammal brain is the stacks. The human brain as language using the holographic processes connects to all cards. Thus the shuffle produces as many procedures as there are cards whereas in the animal brain only one set of procedures is produced because the sequence of the reptilian brain must be followed.

The un-sequenced cards in every stack taken as a set become words in the human language brain.

Many people in the scientific religion do not consider this analysis to be scientific yet it is a very precise model. It is the reductionist viewpoint which does not allow so-called subjective elements to be introduced like playing cards or solitaire games.

Wind chimes for example of self organization with phase angles like the cards set to certain pitch as phase angle. Instruments like the harp and later the violin then allowed any sequence to be performed as words -- melodies.

Many religious leaders have selected celibacy or deselected family life because this was a set of phase angles and mind that they did not want to operate in. They just became isolated in single cells much like the new apartment buildings were people isolate themselves from family life. This is where the family life vector spaces of mind is multigenerational. This is where we see the Star of David.

In solitaire the free space is the neocortex holographic mind connecting to all points: this is why we call ourselves free and see human nature as freedom. We connect to all points when we are in the midst of mind itself.

The various forms of solitaire represent how mind hides itself and limits its freedom. 

Thus in some games one is only allowed to turn up three cards and see seven cards at once. Most of the deck or deal is hidden from view and the only choice or freedom that is allowed us to play cards that fit on two of the same color card of higher rank. Thus the outcome of the game is determined or predestined by the shuffle.


 The game called free cell allows free spaces which can connect to any card that is on top, but can figure out sequences which allow progress in the game. Variations of free cell require that stacks be no higher than a predetermined number which includes the free space. But then any card can be moved to the free space as long as all the other cards on top are carried with it in the stack does not exceed the limit number. This represents how mind Works to construct itself within a phase space that is plugged into older mind structures.

The multiple stacks in a solitaire game represent the hologram of the hologram: holograms taken of holograms with different coherent structures or different size phase spaces.

The way in which freedom of the empty stacks were the use of the joker card which can connect to any place or other card that is needed represents the source of coherence or consciousness itself.


Self Consciousness is holograms of holograms of holograms!

How peace and serenity is built into being human!

Basic structures of Life forms: Self organization that evolved into structures that can now be understood using the Hologram as a preliminary similar structure.

Basic properties of the holographic process that apply to Formation of Mind:


WWW Links [under construction] Holography: explaination
Holographic Mind: biology
Fractals: explainations
Cellular Automata
Self Organizing Systems
Neural Nets: Intro

Old pages from 1996 on. Still works in progress:

The rest of this page: Holograms.

Page1 Resource 1 Neural Nets

Page2 Resource 2 More Neural nets

Page3 Resource 3 Fractals

Page4 Resource 4 cosmos connection with life: Cellular automata processes and general systems of levels of resolution procedures to [function] produce what we experience as consciousness of inner and outer realities as mind.

Page1 Spiritual Model of Synergetic Astrology

Page2 Spiritual No Blame

Page3 Spiritual Buddhist and other religion

Page4 Spiritual science as spiritual

Page5 Spiritual Model of Synergetic Astrology

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Page2 Personal Poetry

Page3 Personal Music

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Page Outline of old files

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Page Resource Cultural applications

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