Wiring Awareness: How Reinforcement and Neural Learning Form Concepts and Consciousness

The formation of concepts and tacts (words that mean or indicate externalities) within a behaviorist framework can be understood more deeply when behavioral theory is integrated with modern neuroscience. Classical behaviorism, most prominently developed by B. F. Skinner, focused on observable relations between stimuli, responses, and reinforcement. Skinner described a tact as a type of verbal behavior controlled by environmental stimuli. For example, when a person sees a dog and says “dog,” the word is a tact because it is evoked by the presence of the object. While early behaviorists deliberately avoided discussing internal mental processes, contemporary science allows us to connect these observable behaviors with the underlying neural processes that make them possible. In doing so, we can explore how repeated conditioning leads to neural patterns that ultimately support conceptual understanding and contribute to the structure of human consciousness.

A neural correlate refers to a pattern of brain activity associated with a particular perception, thought, or behavior. When an individual encounters a stimulus, such as seeing an animal, various sensory and perceptual regions of the brain become active. Visual processing regions detect shapes, colors, and movement, while memory systems retrieve previously learned information about similar objects. If the individual has been taught the word “dog,” language networks involved in speech production and comprehension become engaged. Over repeated experiences, these neural activations begin to occur together in a reliable pattern. The neuropsychologist Donald Hebb famously summarized this process with the principle that “neurons that fire together wire together.” When two or more neural populations repeatedly activate at the same time, the connections between them strengthen through synaptic plasticity. This strengthening allows a stimulus to more easily trigger the corresponding verbal response in the future.

Behavioral conditioning provides the mechanism through which these neural patterns are reinforced. When a learner encounters an object and is prompted to label it correctly, reinforcement strengthens the association between the stimulus and the response. For instance, a child might point to an animal and say “dog,” receiving praise or encouragement from a parent or teacher. This reinforcement increases the likelihood that the same response will occur again when the stimulus appears. Each reinforced interaction strengthens the neural pathway linking sensory perception of the object with the verbal output. Eventually, the learner no longer requires prompts; the presence of the stimulus automatically evokes the tact.

Concept formation emerges when this process extends beyond individual examples to a broader category of stimuli. A person might encounter many different dogs that vary widely in size, color, and shape. Despite these differences, the learner receives reinforcement for applying the same tact, “dog,” across multiple instances. Through repeated exposure and reinforcement, the brain begins to detect shared features across these varied stimuli. The neural system gradually abstracts the common characteristics that define the category, allowing the same verbal response to occur even when encountering a new example that has never been seen before. Behaviorists describe this process as stimulus generalization. Instead of responding only to one specific dog, the learner responds to a range of stimuli that share defining characteristics.

From a neuroscientific perspective, this generalization reflects the development of distributed neural networks that represent categories rather than single objects. Visual areas of the brain encode perceptual details, temporal regions contribute object recognition and memory, and language-related areas coordinate the verbal response. Over time, these networks stabilize into patterns that can reliably activate when relevant stimuli appear. The resulting neural configuration supports both recognition and the verbal labeling that behaviorists call a tact.

These neural and behavioral processes do more than produce correct responses to environmental stimuli; they also contribute to the structure of conscious experience itself. Consciousness can be understood, in part, as the organized integration of sensory information, memory, and language within the brain. When neural circuits repeatedly link perception with symbolic labels, the brain begins to interpret raw sensory input through conceptual frameworks. In other words, the world we consciously experience is not merely a stream of sensory data but a structured field of categorized and interpreted objects. The act of labeling and categorizing stimuli effectively organizes perception into meaningful units that can be reflected upon, communicated, and remembered.

Language plays a particularly important role in this process because it allows experiences to be encoded symbolically. Once a stimulus has been associated with a verbal tact, it becomes easier for the mind to recall, manipulate, and relate that experience to other concepts. For example, recognizing a dog is not only a matter of visual perception; it also activates the concept “dog,” which connects to other concepts such as “animal,” “pet,” or “living thing.” These conceptual relationships form networks that shape how individuals interpret new experiences. Conscious awareness therefore becomes increasingly structured by the conceptual categories that have been learned through reinforcement and experience.

More complex conceptual structures arise when relationships between categories are learned. For example, a learner might first acquire the tact “dog,” then later learn that dogs belong to a broader category called “animals.” The ability to relate concepts hierarchically allows individuals to construct networks of meaning that extend far beyond simple stimulus-response pairings. Contemporary behavioral theories, such as those developed by Steven C. Hayes, explore how language allows humans to form relational networks that link ideas together in increasingly abstract ways. These networks enable individuals to derive new knowledge from previously learned relationships, even in situations where direct reinforcement has not occurred.

From this perspective, consciousness may be viewed as the emergent result of many interconnected neural and behavioral processes operating simultaneously. Sensory systems provide the raw information about the environment, reinforcement learning strengthens useful behavioral responses, and language organizes these experiences into conceptual structures that can be reflected upon. As neural networks representing categories and relationships become more elaborate, the individual’s conscious experience becomes richer and more structured. What behaviorism originally described as patterns of stimulus control and reinforcement can therefore be interpreted as the shaping of neural networks that both guide behavior and contribute to the organization of conscious awareness.

Taken together, the conditioning of neural correlates that develop into concepts and tacts can be understood as a multi-layered process that links brain activity, behavior, and conscious experience. Environmental stimuli activate sensory systems, reinforcement strengthens the associations between perception and verbal behavior, and repeated experiences gradually produce generalized neural patterns that support conceptual categories. These conceptual networks do not merely guide how individuals respond to the world; they also shape how the world appears within conscious awareness. Through this lens, consciousness itself may be partly understood as the ongoing activity of neural systems that have been conditioned to interpret, categorize, and symbolically represent the environment.

On the Evolution of Maps -- Mapping the Cosmos

“In space there are countless constellations, suns and planets; we see only the suns because they give light; the planets remain invisible, for they are small and dark. There are also numberless earths circling around their suns...”-- Giordano Bruno (1548-1600)

Conscious bipedal beings are capable of mapping their environments. They are also capable of using depictions to document their external world in the form of preserved maps. The species environmental consciousness starts out small, and this is true across all species that can navigate their environments. As the conscious beings explore their territories more, externally recording their surroundings, they grow in a consciousness of their planet. This continues until the whole of their planet is mapped, as feasible for the beings. Certain places are left unmapped. For humans these places may have at first been hostile or difficult to traverse. Currently human beings have not been able to map out the whole of the ocean floors. Such boundaries of the mapping of a planet may result in a limited mapping of the terrain. Furthermore, when the mapping has reached a large enough scale the sentience is said to have reached a level of awareness termed, “planetary consciousness.” This mapping has led us to the awareness that our home planet is a sphere. Outwardly, human beings gazed into space, and even mapped the heavens. With the advent of the telescope, steadily there arose a consciousness of the solar system and its bodies, a continuously larger map of the universe was developing. Some humans, with an awareness that there were other planets, proposed that on these planets there might exist living beings. Eventually, the invented telescope could observe and even record planets outside our home solar system. We hypothesized that there was a “hospitable zone” for planets in any solar system to exist within that increases the likelihood that similar life could exist on the “exo-planet.” See this article on Bio-Signatures for Life.
  Planetary mapping + Telescope + Camera + Ship Propulsion = Consciousness of planets beyond home planet and the increase in the probability of first contact with alien life.
  Like Columbus and his comrades sailing out to the new world, with our telescopes we are anticipating that there will be something awaiting our discovery (stars, planets, other life forms ) out there in the vastness of unmapped space. There is a chance that such beings with similar physical and cognitive abilities along with the technologies we have, are going through the same process we are going through. Given enough time and observation there will be a contact. This contact may not be mutual, in the respect one life form may observe or not observe the other.
  We may look at such life from a vast distance and only see slight signs of their civilization, as in artificial lighting, electronic signals (ex: radio-waves), combustion, or something more advanced like a dyson sphere, or other mega structures. These are signs we will be looking for, but alien life forms may not have evolved much of a civilization. For billions of years life on planet Earth did not include a bipedal species, capable of such historical, technological, and cognitive advances that we have turned into intelligent civilization. There may be very minor signs of life, as such escapes our notice, like unto the life that exists in the microscope world. I believe there is life out there, few and far between, a rare and not often event, within the boundaries of consciousness we have of the known universe. Like Bruno hypothesized the number of planets that are Earth-like and that do have sentient beings is probably countless. Our mapping may never be as extensive as the space provided.

Relative Awareness - Conscious Individualism

"We all start with a conceptual framework that is essentially blank. We are born with zero innate ideas. In the same way we are not born with language. A human mind becomes fashioned with ideas, constructed by senses, brain, environments, and other human beings. There are potentials in infants for emotions, speaking, and awareness, but these are only actualized by mind through interactions with the environment. We have an environment that promotes and provides public education, social learning, religion, and objective science. In all of it there are commonalities and differences, subjective and objective experiences, shared experiences but also a place for your own unique and relative awareness as a human. The development of the mind, that is the establishment of consciousness, is phenomena-level dependent.
  The primary techniques of gaining consciousness are utilized in teaching children how to speak, spell, read, and write, and later how to count and perform arithmetic. Once these have been educated into one’s mind, they are capable of gaining consciousness of the vaster fields of science, religion, and history; thus a greater level of learning of the dimensions of the universe are attainable.
  Every one’s level of education is undergone in a systematic process, and at a point in time the human being may not advance any further in a field. When the human advances in a particular field this is a kind of specialization of intelligence that permits it to have a functional place in the labor economy.
  Education levels can thus be relative, although in modern educational systems we tend to try to uniformly bring each student's consciousness into a standard awareness of the world. However, this does not cross out the elements of conscious experience that we have of our own lives, which can be relative. Educational levels are standard but the narrowness of knowledge specialization and the level of intelligence of each human is relative (though measurable in the brackets of exams and intelligence tests).
   One crucial method of learning is repetition, which strengthens memory. So, in the case of a mathematical formula, the formula most be memorized. Secondly the formula must be applied multiple times, with various numerical variables to cultivate a learned mathematical articulation. Thirdly, that articulation is tested and whether one has acquired that mathematical intelligence is determined by the success or failure of the completion of the test. When the completion of that level of education is achieved, a more advanced mathematical intelligence can be cultivated with further education. This continues in grade stages, till the highest known form of a particular knowledge is acquired. The finishing of this is college graduation, where the highest forms of a particular domain of knowledge are taught, and learned successfully or unsuccessfully. 
  There may be a final degree one attains, (such as a Phd) but there are also two other factors that can result in life long learning in a field: A) Field work. For example a psychologist must do an internship before they can work as an independent therapist. Not only this, but throughout their lives as clinicians they will be learning about human psychology from each of their patients. B) Updates in the education requirements. I have known various people who have gone back to school because the information or the textbook knowledge has altered. There is also the possibility of changing trajectories in 'knowledge specialization" to A) Take a new occupational path B) Integrate the information from one domain into another (such as economics into metabolic science)."

- Articles on the Neurobiology of learning.

Consciousness & the Six Domains of Science

Consciousness and its 6 degrees/dimensions - The hierarchy of Sciences

We know that the human brain has evolved from a low level command center, functioning at the most basic biological needs. The mind with its senses begins to fasten distinctions of the external world, by the most primitive instincts. Sensory distinctions create neurological networks. This is seen in the development of many animals, as in the process of differentiating pleasant materials from unpleasant materials, in the early stages of development (one example, other: gender identity, quantity knowledge, qualitative knowledge/perception).

We can reach a higher level of distinction, in the differentiation of the levels of our world. In each grasping of the mind, there exists the potentialization of the sensory data associated with a thing, which provides us with the actual consciousness of the thing.

Through this process, of potentiating sensory information, which can be named the process of "becoming conscious of" we can use it to increase the level of consciousness we all live at. This mental procedural idea.

The main aspects of consciousness are : Recognition/Sensory recall (thing-hood/functionality) Emotionality, Language, and Causation (cause-effects, intentions) creative consciousness (Novel ideas/imagination). A unit of consciousness is an idea. 

1. Knowledge is equating mind to world -- The idea is the abstraction of what the thing is, or what we think it is. The rough approximation of what the a thing is, or the definitions in our syntax of event, our representations that resemble the world we observe. Sense matches idea, and is made knowledge.

Our computers already have the ability to visually recognize things. They can even recall what a thing is, and are thus thinking in the form of thought called visual recognition. One difference between the mind and machine, is the intention to recall things. Basic recognition machines, do not have capability to visually recall upon an internal command. Internal command recognition machines, can be invented by applying algorithms, which give its ability to internally recognize within the limits of its will and consciousness. 

The way in which visual recognition is done in machines, is a calculated or mathematical process, where as human beings we do not have access to "correspondence percentages." Meaning we can not calculate how accurate a idea is with the thing, as in a 75% correspondence that idea x is x. This technology does exist, and is utilized in profiling.

Also, machines exist that can audio associate with the visual, which is something that is performed by the processes of the brain. What remains murky, is the ability to form strains of audio associations, as structured by grammar. This too separates mind from machine.

2. Imagination is the lack of mental world equality -- Before a thing can exist in the known, sometimes it may exist within the imagination. Imagination is a fabrication, or a false representation of how things happened, an expectation/projection.

The creative mind and creative inventions do not come by imagination by itself, but rather the knowledge and creativity work to inflate one another. A person that has no mind of the chemical nature of reality can not invent something at that level to change a higher level of phenomena.

3. Consciousness is phenomenal-level dependent -- These worlds can be split into dimensions/levels, and each one can have domains. The levels we currently can have consciousness of are the:

1. Particle world
2. Molecular world and chemical identities
3. Biological world
4. Median world, self, psychology/mind, life events/habits, economics (construction, business), politics/government, religion.
5. Larger Median, ecological, atmospheric, geological, world and its material and biological entities, industrial machines, global economy, society.
6. Astronomical world, planets/moons, stars, solar systems. These six levels exist within time, which is a system of causes and effects, known as the temporal or casual.

All that can be observed, known, and assumed exists within these 6 structural dimensions.

If we are to sense any object, we can look at it and know if we have a corresponding idea of it, at each and every level. You can tell the color, the size, its mass state, just by looking, and so you know there is the potential of 100% correspondence at the median level, of sense. To see the object, and know of its molecular level, this is to have correspondence at this level of consciousness. Now there are certain things, that exist only within a certain level, that is they have spacial limitations within a dimension of consciousness. Some other things, might have higher relation levels, and one can think of a thing existing from a total top-down or bottom-up. You can think any object, as being on earth, as being in the solar system, for example, but these don't tell us much about the object that exists primary bond to the median levels and lower. 

4. Integration and Reductionism – Level 1 consciousness of level 6 consciousness is possible. For example, the photo-synthesis taking place in planets, is done so via a relationship between a level 6 entity and a level 4 entity.

"A reduction is effected when the experimental laws of the secondary (higher) are shown to be the logical consequences of the theoretical assumptions of the pirmary (lower) science." - Nagel (on reductionism).

From one level to another it is called, bottom-up, or top-down. Because the two may be polar, a torus (two ended spiragram might be an easier symbol to represent the dynamic). Higher levels of consciousness can flow between both apprehensions of the world. 

To heighten consciousness or to expand it is to use knowledge acquisition, to make the mind have ideas of the world, at every level possible.

Knowledge of the world creates a data potential within the mind, that can be activated or stored in ltm or active memory, for purposes of sharing information, focus, or informational application.

In some cases relationships between higher and lower orders of entities is unnecessary or hindered. This doesn't mean the two are independent, because all levels are dependent on one another in scales of the physical universe. The links are there, but the awareness is not. As for example, the biological entity that is the heart will not be known much better if we average the motions of its atoms. 

The process of reductionism may also be called analysis, deconstruction, or dissection and the process of integration may also be termed synthesis, reconstruction, or reassemably. 

5. The future exists within an indefinite state, so we can prove what we are, experiment with what we are, and revise the actuality of the ego, memory, collective self, and even societies (as written about in my publications).

A testable hypothesis is one that can be produced in an phenomenal example. Physics and mathematics are the simple way of converting language into phenomena. 

"At each level of organizational complexity, life is more than the sum of its parts. To be specific, at each level of organization, some new properties emerge that are not part of any of the components of the system at that level. These properties emerge from the interactions between parts of the system at that level (such as molecules in a cell or cells in an organ) and the structures that result from these interactions. For example, a cell is composed of molecules, but life appears only at the cellular level and not at the level of any of the molecules of the cell."