My lagging attention was piqued when I came
to the part of the text in which he writes about what he calls “the
click of recognition,” that is the instantaneous feeling that
one gets when they’ve made an all-important connection. This
so-called ahh haa moment is often compared to seeing a light bulb
go on. Other terms that are used to describe this are “Eureka!”
and “By George, I think I’ve got it!” Aristotle
didn’t elaborate, but we all know that deep-seated sense of
self-satisfaction that usually follows revelatory moments. We internalize
what we learn and later make seemingly tangential connections.
My graduate school course curriculum was set,
so all I could do was take notice when related information crossed
my path. One such work was Dr. Robert P. Crease’s essay entitled
“The ‘Eureka!’ Moment Revisited.” Crease
concedes that there is much to be learned about the nature of the
discovery process and in addition, that “it’s still
one of the most mysterious and controversial subjects in the philosophy
of science.” He notes that “some scholars seek to create
a ‘logic of discovery’ based on the formation of hypotheses
while others such as Arthur Koestler describe the psychological
conditions that favor the sudden insights which they call “Eureka”
moments. Crease writes, “I believe discovery is better understood
as an instance of recognition—and that the writings of ancient
authors on this subject can prove surprisingly useful in helping
us understand the discovery process.” I remained riveted to
my chair as Cease cited Aristotle, who in his discussion of tragedy,
“defined recognition as a passage ‘from ignorance to
knowledge,’ which can either come about as a complete surprise,
or as the fulfillment of dawning suspicions.”
Aristotle focused on recognition between persons,
although he too indicated that one can also recognize objects, events,
and rules. The Greek philosopher posits that recognition has three
characteristics. First, it concerns something familiar; secondly,
it’s the outcome of a quest in which one's knowledge grows
progressively deeper; and thirdly, it has unanticipated consequences.
Crease, elaborating on the third characteristic, says that “by
the time we discover something our previous experiments or ‘putterings
around’ have given us a backlog of relevant experiences. So
when we eventually become confident about the discovery it’s
because there has been a recognition of something with which we
are already familiar with and which we already have experienced.”
Crease adds that “recent literature on recognition has stressed
that one has to be prepared for recognition, that recognition may
be dim (incomplete, a vague feeling of knowing) or dawning (the
movement from dim recognition to the explicit achievement of recognition.)”
In 2000, I moved to Butte, Montana, and shortly
thereafter, I began making a tentative foray into the realm of animal
cognition. I acquired a six-month old husky-border collie cross,
and then discovered that come, sit, stay, and heel weren’t
in her vocabulary. Rainbow was extremely energetic, which was why
I enrolled her in an agility class. My hopes of her being a tractable
animal were dashed when on the first day of class she slipped her
collar and coerced a Jack Russell Terrier into playing a lengthy
game of dog tag. After, Pam (the head trainer) took me aside and
said that she had some homework for me to do. I was dismayed for
I’d hoped that Rainbow’s training would be easy, simple,
and take place during the arena sessions. Pam didn’t give
me any directives but instead handed me a copy of Jean Donaldson’s
The Culture Clash. Donaldson’s premise is that we can change
dog behavior for the better through the use of positive reinforcement.
The animal behaviorist had made a name for herself by putting theory
to practice through the use of a clicker, a hand-held device that
makes a click when pressed. The clicker acts as a bridge signal
by immediately “telling” the animal (or person) that
yes, you are doing the right thing. Donaldson says that one can
use their voice as a bridge signal; however, the immediacy of the
clicker is key because the alert is instantaneous.
I’d been gung ho about the concept of
clicker training but became less so after trying this out on Rainbow.
I had a hard time understanding some of the terminology, and as
well, some of the intricacies that are involved. For example, I’d
click when Rainbow heeled, and then reinforce. However, I wasn’t
sure what to do when she resumed pulling. Pam, who’d never
before met the likes of Rainbow, was no help at all. My skepticism
about clicker training increased after I began doing web-based research.
Training methods that are supposedly novel, easy to implement, and
promise a quick fix have always made me suspicious. Clicker Expos,
email chat lists, and the promise that all behavioral issues can
be solved with the use of clicker training increased my skepticism,
as did the fact that the so-called experts downplayed its more deleterious
aspects.
I also began struggling with the very valid
claim that the reliance upon clicker training, an operant-conditioning
based technique, is indicative of the fact that humans and animals
have no free will. This idea has been put forth by those such as
B.F. Skinner, who while he didn’t use a clicker, suggested
that the operant is exclusively responding to controlled and uncontrolled
external stimuli. This implies that all creatures great and small
are mere automatons. I, who craved that supposedly non-existent
deeper connection, wanted to think otherwise.
My animal-behavior related interests first
centered on dogs but soon became broader in scope. The agility class
was situated in a horse arena, and there a childhood interest in
horses was rekindled. I dispensed with the agility and resumed taking
riding lessons. A year after this, I moved to Alaska. I first took
horse training classes at the local college and then bought an eight
month old horse. My wanting to find a less adversarial way of working
with Raudi prompted me to reconsider clicker training. Coincidently,
Shawna Kareesh, the co-author of You can Teach Your Horse to
do Anything, was scheduled to do a clicker training clinic
in Homer. I audited this and then watched as during the next two
days, Kareesh taught a Belgian mare to be accepting of an Australian
rain slicker, a Welsh gelding to bow, and a Quarter Horse stallion
to give its feet for cleaning. Kareesh’s work with a horse
that was owned by a woman with a physical disability was the most
impressive. By the end of the second day, the horse was responding
to the down command, which enabled the rider to climb up on to mare’s
back at ground level. As is often the case after attending clinics,
I asked myself, where do I begin? I started with what seemed to
me to be the most simple and straightforward aspect of clicker training;
targeting, a practice in which the trainer teaches the animal to
touch and then stay with a visible marker (such as a traffic cone).
I was then, for the first time ever, able
to note when one of my own animals experienced Aristotle’s
so-called “click of recognition.” Raudi snuffled around
for a bit, and then when she inadvertently touched the cone, she
was told, via the clicker, that yes, she’d done the right
thing. Of course, I reinforced this behavior by giving her a treat.
Raudi then got the idea. The outward signs that followed her ahh
haa moment were an animated posture, pricked ears, and a desire
to again touch the cone. Once she had this down, I went to intermittent
reinforcement; the premise here is that the so-called operant conditioner
will better respond to a more sporadic reinforcement schedule. The
resultant gesture has been described by Kareesh and other clicker
trainers as being akin to that of a slot machine operator who hopes
that the next pull of the level will enable them to hit the jackpot.
I next took targeting a step further by training
Raudi to touch an upright bicycle. My goal was to train her to stand
by this target and to desensitize her to this strange object. Once
she got this, I turned the bicycle wheel over and taught her to
touch and then spin the front wheel. “Vanna White” then
hit a stuck point. Raudi nudged the wheel, but seeing as no treat
was forthcoming, explored other behavior-related options. She figured
out that pawing, snorting, and lunging forward was unacceptable,
as was evidenced by the fact that there was no click. However, going
up to the wheel and pushing it with her chin was acceptable, as
was evidenced by the fact that there was a click. As with targeting,
this was yet another ahh haa moment.
I used the clicker when training Raudi to
walk on, whoa, stand, and turn on the forehand and haunches. I accomplished
this by relying heavily upon the information contained in Alexandra
Kurland’s book entitled Clicker Training for your Horse.
Kurland, unlike Kareesh, IS a horse trainer who in fact has gained
considerable notoriety by having trained Panda, a guide horse who
functions as a Seeing Eye dog. In addition to doing clicker training,
she relies heavily on the use of John Lyon’s pressure/release
theory.
I soon began riding Raudi. The use of the
clicker subsequently enabled me get her past objects that otherwise
would have caused her duress, some of which included a culvert that
was suspended from a crane, and an open truck bed that contained
three barking dogs. I was, on the day that I am now writing about,
to learn that there is more to this clicker training business than
I’d previously acknowledged. It was a blustery day; nevertheless,
I’d decided to go for a ride. I took Raudi up a nearby dirt
road and cued her to canter. Unbeknownst to us both, there was a
wheelbarrow at the crest of the hill. Raudi first caught sight of
the overturned object and approached it with her head held high.
When, finally, we were within touching distance, I said touch. Raudi
stepped forward and nudged the metal underpinnings. I clicked and
gave her a treat. I took this teachable moment a step further by
uttering the word “spin.” Raudi next gave the wheel
a vigorous push with her nose. Her having differentiated between
a bicycle and a wheelbarrow wheel indicated to me that she was capable
of limited reasoning. This also refuted the claims of those behaviorists
who contend that all animals are merely operants. However, the most
consequential aspect of this impromptu experiment occurred on the
return trip home. We later backtracked, and again came upon the
wheelbarrow. My first thought was that Raudi would fail to recognize
the wheelbarrow and refuse to go past it. My second was that she’d
recognize it, and pitch a fit if I didn’t click and reinforce
her. Raudi instead walked right past it. She’d recognized
the object, and figured out that the absence of a click indicated
that no reinforcer was coming.
This was all well and good, however, it also
verified that I’d hit a career-related impasse. My long standing
interest in human cognition had somehow been superseded by an all
consuming interest in animal cognition. My Ph.D. was in Composition
and Rhetoric, which was a teaching-based degree. However, I was
not able to find work teaching writing at the college level in Montana
or Alaska. And so, while I’d enjoyed working with humans and
animals, the former had somehow been aced out of the equation. I
was, for a year, in the dark, as I attempted to figure out what
to do next. This was not a good time in my life. However, I took
solace in the works of others who in their lives hit and then moved
beyond stuck points. For example, in the introduction to his book
Happy to be There, Garrison Keilor writes in a very eloquent fashion
about his failings as a novelist. Each day he’d sit at his
computer and attempt to write. At about the same time, he began
noticing a child sitting across the way. Keilor found him comparing
himself to this child, and finally conceded “there’s
no difference between a wannabee writer and a fat child sitting
on a stoop. No difference at all.” He then changed career
path by combining his interest in radio and writing. The end result
was A Prairie Home Companion.
My breakthrough occurred this past semester
as I was taking a two credit course in which the first month’s
focus was on animal behavior. A homework assignment lead me to researching
aggression in bulls. I learned some things that I already knew,
which is that male bovines are unpredictable, dangerous, and should
be approached with caution. I also learned some things that I didn’t
know. For example, a bull that’s hand raised will often assert
its dominance over a human, who it thinks is another bull. Research
often begets more research, which was why after I exhausted this
particular topic I began reading up on the subject of aggression
in horses.
My course textbooks, two of which included
Paul McGreevy’s Equine Behavior: A Guide for Veterinary
and Equine Scientists and Katherine A. Haupt’s Domestic
Animal Behavior had considerable information about the overt
signs of aggressive behavior. In particular, McGreevy does an excellent
job of describing the overt signs of aggressive behavior. For example,
horses, says McGeevy may (among other things) “show their
displeasure with other horses by biting, lunging, nipping, pawing,
and stomping. They may also take threat positions, which are an
indication that they may strike, bite, or grasp their adversary.”
I kept going with this particular line of
intellectual inquiry because I intuitively knew that while this
interest was specifically related to animal cognition, that the
people element would eventually make itself apparent. Further research
revealed that some, like John Ledoux, had done considerable research
on the role of aggression and fear as this relates to the amygdala,
a structure in the limbic system, or oldest part of the brain. Defined,
the amydgala is the name “given to a collection of nuclei
found in the anterior portions of the temporal lobes in the brains
of primates. The walnut-sized structure in the forebrain receives
projections from frontal cortex, association cortex, temporal lobe,
olfactory system, and other parts of the limbic system. In return,
it sends its afferents to frontal and prefrontal cortex, orbitifrontal
cortex, hypothalamus, hippocampus, as well as brain stem nuclei.”
Ledoux, who is a neuroscientist at New York
University, is reputed to be a pioneer in fear response. He believes
that “emotions are hard wired biological functions of the
nervous system that evolved to help animals to both survive in hostile
environments and to procreate.” Fear he says “Is the
product of the neural system that evolved to detect danger and that
is causes an animal to make a response to protect itself.”
LeDoux contends that the amygdala “assesses the perceived
threat and triggers changes in the inner workings of the body’s
organs and glands, stimulating the emotional and physical response
of flight or flight. This is a rapid, non thinking reaction involving
the secretion of cortisol, which causes an increase in glucose production,
providing the necessary fuel for the brain and muscles, enabling
them to deal with stress.” LeDoux adds that “neuroanatomists
have shown that the pathways that connect the instinctive amygdala
with the thinking brain (the cortex) are not symmetrical. The connections
from the cortex to the amygdala are considerably weaker than those
leading from the amygdala to the cortex. This is probably why once
a fight or flight response is aroused, that it’s hard to turn
off.”
LeDoux’s findings coincided with what
Temple Grandin says in Humane Livestock Handling: Understanding
Livestock Behavior and Building Facilities for Healthier Animals,
which is that the flight response tells horses to get a safe distance
before taking time to analyze things, which may explain why they
turn around after they bolt. They then have the safety of distance
to take in more information and analyze what’s going on.
The question that came to mind after internalizing
all the above was, might a connection be made between the role of
the amygdala and the use of the clicker? I determined that the answer
was yes after Googling the words “amygdala,” and “clicker.”
Karen Pryor is perhaps the best known advocate of clicker training.
She, who used to be a dolphin trainer, has written several books
on the subject including Don’t Shoot the Dog and
Lads before the Wind. In an article on this very subject,
Pryor mentioned having recently given a talk to the Association
of Pet Dog Trainers about advances in clicker training. She was
quick to acknowledge that the work of German scientist Barbara Schoening
had influenced her thinking. Schoening, who is a veterinary neurophysiologist
in private practice, enabled Pryor’s to ascertain that there’s
a relationship to be made between clicker training and research
on stimuli and the limbic system.
Pryor notes that research in neurophysiology
has identified the kinds of stimuli—bright lights, sudden
sharp sounds—that reach the amygdala first, before reaching
the cortex or thinking part of the brain. The click, she says “is
that kind of stimulus.” Other research, particularly on conditioned
fear responses in humans, shows that these also are established
via the amygdala, and are characterized by a pattern of very rapid
learning, often on a single trial, long-term retention, and “a
big surge of concomitant emotions.”
Pryor seemed to me to have advanced LeDoux’s
belief that the amygdala is central to fear as well as to joy. She
writes “We clicker trainers see similar patterns of very rapid
learning, long retention, and emotional surges, albeit positive
emotions rather than fear.” She and Schoening hypothesize
that the clicker is a conditioned 'joy' stimulus that is acquired
and recognized through those same primitive pathways, which help
explain why it is so very different from, say, a human word, in
its effect. Pryor also believes that the sound of the clicker is
key to its effectiveness. She writes “another contributing
factor to the extraordinary rapidity with which the clicker and
clicked behavior can be acquired might be that the click is processed
by the CNS much faster than any word can be. Even in the most highly-trained
animal or verbal person, the word must be recognized, and interpreted,
before it can 'work;' and the effect of the word may be confounded
by accompanying emotional signals, speaker identification clues,
and other such built-in information.” Pryor stresses that
this claim is a working hypothesis that’s “based on
various previously unconnected bodies of research and concludes
her article by acknowledging that “more research needs to
be done in this area.”
As I read the end portion of Pryor’s
paper, I sensed that there was a connection to be made between the
literal and the figurative click as these occur in both animal trainers
and in the animals themselves. My hunch was verified as I read her
latest book, which is entitled Reaching the Animal Mind.
For example, in Chapter Eleven, entitled “People” Pryor
writes about coaches using the clicker to train athletes, in this
particular instance, gymnastics students. Rather than use words,
the click indicates to the performer that they’re making the
right move. Pryor says that for older athletes the primary reinforcer
is often instantaneous success. And younger students may earn tokens
or move beads, which they might later trade in for a more tangible
reward. Pryor’s question, which was mine as well, was why
does this work so well? Her answer is that “tagging, when
properly used, is a conditioned reinforcer. Thus it travels on the
old, direct path through the amygdala, bringing with it instant
learning, long retention, and a sense of elation: a thrill.”
Reading this quote brought me full-circle.
The students (in conjunction with the use of the literal clicker)
are experiencing the figurative click of recognition. So yes, operant
conditioning can be used to train animals and people.
Works Cited
Aristotle. Poetics. Malcolm Heath (Trans.). New York: Penguin,
1997.
Crease, Robert. P. “Discovery: The Eureka!
Moment Revisited,” R&D Innovator 2:8 (August,
1993): 9-10.
Grandin, Temple. Humane Livestock Handling:
Understanding Livestock Behavior and Building Facilities for Healthier
Animals. North Adams, MA: Storey, 2008.
Houpt, Katherine A. Domestic Animal Behavior
for Veterinarians and Animal Scientists, 4th ed. Ames: Blackwell,
2005.
Karrasch, Shawna, and Vinton Karrasch. You
Can Teach Your Horse to do Anything: On Target Training: Clicker
Training and Beyond. North Pomfret, VT: Traflagar Square, 2000.
Kurland, Alexandra. Clicker Training for
Your Horse. Surrey, UK: Ringpress Books, 2004.
Kurland, Alexandra, www.Guidehorse.org
LeDoux, John “Emotion, Memory, And The
Brain: What the Lab Does and Why We Do It.” LeDoux Laboratory,
Center for Neural Science: New York University. http://www.cns.nyu.edu/ledoux/overview.htm
McGreevy, Paul. Equine Behavior: A Guide
for Veterinarians and Equine Scientists. New York: Saunders,
2004.
Pryor, Karen. Don’t Shoot the Dog!:
The New Art of Teaching and Training. New York: Random House,
1999.
Pryor, Karen. Reaching the Animal Mind:
Clicker Training an What it Teaches us About All Animals. New
York: Scribner, 2009.
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