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Science constantly
seeks the secret of human memory. Branching, LTP and the
hippocampus are among the numerous search directions.
But, science missed the significance of the Nobel Prize
winning discovery of combinatorial coding in olfactory
systems. This article suggests that from the earliest
nosebrains, memories could have been stored as
combinatorial memories in nerve cells. And, intuition
could be an instant pattern recognition process, an
algorithm, which could extract data in context from this
vast memory.
MEMORY RESEARCH MISSES THE OBVIOUS
The
search to reveal a mystery. Research laboratories
around the world sought the location of human memory. The
research had followed diverse leads. One clue related to
the branched inputs of nerve cells, called dendrites.
Branch growth was assisted by a protein called cypin.
Some memory disabilities were related to deficits in
cypin. So, one possibility was that nerve cells grew new
branches to store memory. New branches could represent
added memory. But, human memory was immense. People were
reported to be able to recognize, with 99.5% accuracy,
any one of 2,500 images shown to them at one second
intervals. Each of those images contained millions of
pixels of specific information. When the size and scale
of human memory was considered, the idea of branches,
however microscopic, growing to add memories sounded
perilously cancerous.
More
hints. LTP was another possibility. High frequency
stimulation of the dendrites of a neuron were known to
improve the sensitivity of the synaptic nerve junctions.
Such activity was seen to be "remembered" by
the cell through greater sensitivity at specific inputs.
Neurochemicals at the synaptic junctions were also known
to increase such sensitivity. But, while the process
enhanced memory, LTP failed to offer a global hypothesis
about how memory could be stored.
Without
answers. The hippocampus was also mentioned in
connection with memory research. Damage to this organ, a
component of a region of the brain called the limbic
system, was known to cause patients to forget ongoing
events within a few seconds. But, incidents from
childhood and early adult life were still remembered.
Memory had faded from a couple of years prior to the
event that caused damage to the hippocampus. Older
memories were still retained by the patient even without
the hippocampus. Evidently, the organ did not store such
memories. It could play a role, but the actual storage of
memory remained enigmatic. In the end, all science did
know was that memory resided all over the system and that
one particular organ helped the formation of memories.
Combinatorial
coding. Yet, the answer to the memory enigma had been
staring them in the face for years. That happened, when
science acknowledged, with a Nobel Prize, the use of
combinatorial coding by nerve cells in the olfactory
system. Combinatorial coding meant that a nerve cell
recognized combinations. If a nerve cell had dendritic
inputs, identified as A, B, C and so on to Z, it could
then fire, when it received inputs at ABD, ABP, or XYZ.
It recognized those combinations. ABD, ABP, or XYZ. The
cell could identify ABD from ABP. Subtle differences.
Such codes were extensively used by nature. The four
"letters" in the genetic code A, C, G
and T were used in combinations for the creation
of a nearly infinite number of genetic sequences.
Highly
developed skill. It was combinatorial coding, which
enabled nerve cells of reptilian nosebrains to recognize
smells and make crucial early life decisions. Such
sensory power had been developed in animals to a
remarkable degree. Research showed that dogs could
register the parameters of a smell and then pick it out
from millions of competing smells. They could quickly
sniff a few footprints of a person and determine
accurately which way the person was walking. The animal's
nose could detect the relative odor strength difference
between footprints only a few feet apart, to determine
the direction of a trail. Recording and recognizing ABD
and DEF enabled animals to record and recall a single
smell to differentiate it from millions of other smells.
Inherited memories of millions of smells decided whether
food was edible, or inedible, or whether a spoor was life
threatening. The system had both newly recorded and
inherited memories, which enabled them to recognize
smells in the environment.
Inherited
and acquired memories. While such remarkable odor
recognition skills were known for ages, it was only in
the late nineties that science discovered combinatorial
coding. The olfactory system used the coding to enable a
relatively small number of olfactory receptors to
recognize different odors. Science discovered that
particular combinations could fire to trigger
recognition. In the experiment scientists reported that
even slight changes in chemical structure activated
different combinations of receptors. Thus, octanol
smelled like oranges, but the similar compound octanoic
acid smelled like sweat. When the smell of oranges, or
even sweat was remembered, the system remembered those
combinations. Science failed to recognize the powerful
significance of combinatorial coding. Millions of
combinations were possible for the nerve cell with inputs
merely from A to Z. But nerve cells had thousands of
inputs. If nerve cells remembered combinations, then that
could be the location of a galactic nervous system
memory.
Global
applications. Combinatorial coding could provide
immense intelligence to the nervous system. The mind had
this vast army of scouts, reporting back on millions of
tiny sensations - the heat of sun and the hardness of
rock. Pain on the skin too was a report. When their
impulses were received in the cortex, you felt pain. In
the earlier example, with combinatorial coding, a cell
could fire for ABD and be inhibited for ABP. If the pain
reporting nerve cell recognized inputs from its
neighbors, it could also respond to neighboring pain
and fire to report sympathetic pain. It could respond to
touch and inhibit its own sympathetic pain message. The
cell could respond to context.
Pattern
recognition. Nerve cells didn't receive just a few
inputs. They received thousands. So, pain could be
sensitive to context. Inherited memories in combinatorial
codes could enable the system to recognize and respond to
patterns in context. Combinatorial coding could explain
the mind as a pattern recognition engine. But science
worked on the assumption that the neurons in the brain
did not recognize, but did computations. The search for a
mathematical formula which could simulate the
computations of the mind goes on. But, if you assumed
pattern recognition, you just stepped out of the
mathematical maze.
An
instant pattern recognition process. Unfortunately,
the recognition of patterns was too formidable a task for
computers. For example, in the diagnosis of diseases, a
typical pattern recognition problem, many shared symptoms
were presented by different diseases. So the traditional
search followed an exponentially expanding trajectory of
back and forth trips as the database increased in size -
theoretically, even years of search, for extensive
databases. The Intuitive Algorithm (IA), followed a
logical process to achieve real time pattern recognition
in large databases. IA used elimination to narrow down
possibilities to reach the correct answer. In essence, IA
did not calculate, but used elimination to recognize
patterns. And, nerve cells extensively used elimination
(inhibition) in the nervous system.
Seamless
pattern recognition. The mind was a recognition
machine, which instantly recognized the context of its
ever changing environment. The system triggered feelings
when particular classes of events were recognized. The
process was achieved by inherited nerve cell memories
accumulated across millions of years. The memories
enabled the mind to recognized events. Similar inherited
memories in nerve cells enabled the mind to trigger
feelings, when events were recognized. And further cell
memories caused feelings to trigger actions. Actions were
sequences of muscle movements. Even drive sequences could
be remembered by nerve cells. That was how we were
driven. So the circuit closed. Half a second for a 100
billion nerve cells to use context to eliminate
irrelevance and deliver motor output. The time between
the shadow and the scream. So, from input to output, the
mind was a seamless pattern recognition machine.
Intuition
and memory. Walter Freeman the famous neurobiologist
defined the critical difficulty for science in
understanding the mind. "The cognitive guys think
it's just impossible to keep throwing everything you've
got into the computation every time. But, that is exactly
what the brain does. Consciousness is about bringing your
entire history to bear on your next step, your next
breath, your next moment." The mind was holistic. It
evaluated all its knowledge for the next activity.
However large its database, the logic of IA could yield
instant pattern recognition. Since that logic was robust
and practical, intuition could also be such an instant
pattern recognition process. Intuition could then power
the mind to instantly recognize an infinite variety of
objects and events to trigger motor responses. Each
living moment, it could evaluate the context of a dynamic
multi-sensory world and its own vast memories. Those
memories could be stored in the combinatorial codes of
nerve cells.
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