Category Archives: Pattern Recognition

Pattern recognition is generally categorized according to the type of learning procedure used to generate the output value. Supervised learning assumes that a set of training data (the training set) has been provided, consisting of a set of instances that have been properly labeled by hand with the correct output. A learning procedure then generates a model that attempts to meet two sometimes conflicting objectives: Perform as well as possible on the training data, and generalize as well as possible to new data. Usually, this means being as simple as possible, for some technical definition of “simple”, in accordance with Occam’s Razor.
Pattern recognition algorithms generally aim to provide a reasonable answer for all possible inputs and to perform “most likely” matching of the inputs, taking into account their statistical variation.

The Dream Part 5: Lost Friend and Grief No More

So they say God works in mysterious ways.  In the case of my dream, he can be exceptionally direct at times.  A dear friend needed a helping hand.  This friend did not ask for special favors.   I just saw their obstacles and decided to offer my help.  I felt God brought her into my life to teach me something that I needed to learn.  I don’t have many friends and the few I have are very special to me.  I had prayed and meditated on my actions and felt helping was the right thing to do.  I did not want nor expect to ever be paid back.  I just felt that God wanted me to help and I cared about this person.

Needless to say, our friendship had a bad day.  I have had disagreements with friends before, even arguments and fights.  But true friends don’t quit.  They fight for each other and for their friendship.  In a single night my friend cut me off completely.  I prayed and sought solace but nothing helped.  For almost a month I put myself through Hell as I second guessed every decision and every conversation I had with this friend.  I despaired, blamed myself, blamed my friend, and asked God why he would bring me into someone’s life to help them only to be abandoned abruptly.

A week before the dream I recognized the Hell I had created for myself.  I imagined Satan gleefully toying with my emotional state like a puppet on his strings and asked for God’s help to banish him from my heart and send him back to the Abyss.  I incorporated that plea into my daily prayers.  Never once did I stop praying for my friend.  I will pray for my friend until the stars burn out, asking for God to watch over and heal her.

Then I had my opportunity to talk to the big guy one on one.  It is weird the questions you choose to ask in this situation.  I felt like I asked a hundred but each question went down a different rabbit hole.  Finally, I asked what I did wrong to my friend?  Was there anything I could do to fix this situation or would trying to fix it just make it worse?  His answer: “She is on her own journey”.  That’s it.  Simple.  Sweet.  Direct.  It took away all my grief, doubt, and despair in one fell swoop.

The resounding messages from my first book were two fold.  First, Imagination and Will can change the world.  Second, you cannot save another person.  You can help others.  You can bend over backwards, swim across a river of lava, and move heaven and earth for them.  However, in the end, it is their decision and their life.  You cannot take that responsibility away from them.  They have free will and they are the sum of their parts.  Give what you can, be there for them with sound counsel and as a shoulder to give them support when they are down.  Understand that their journey is their own.  Love them regardless of their mistakes and keep them in your heart and in your prayers.  Even though my friend left me, I would not trade the wonderful time and effort I spent helping her for anything.  Likewise, she shared a part of herself with me, taught me how to fish, and showed me incredible generosity and confidence of spirit.  Helping her was its own reward.  That’s what friends are for.

 

The Dream Part 2: Do Not Fear. Anything.

I felt this part of my dream was a little dramatic and, until I reflected on it, unnecessary at that moment.  When I first heard “Do Not Fear. Anything”, my immediate reaction was “I am not afraid.  You showed me what comes next.  I welcome coming home when you call me”.  Immediately all the moments of anxiety and second-guessing came flooding back into my memory from the last month.  God showed me my fear.  When I started to the process of following the Divine Pattern and abandoning my ego last year I lost much of my fear as I let go of my earthly attachments.  Focusing on leading a pious life had greatly simplified my existence and brought a degree of peace to my soul.

This message was very direct and to the point.  I was very comfortable in my understanding that my life on earth is an interim stage.  The continuing efforts to annihilate my ego had further reduced or eliminated fear of loss or attachment.  However, fear still haunted my heart.  This fear represented second-guessing recent events in my life around the loss of a good friend.  I understood at that moment that those regrets, second-guessing, and worrying was the work of my ego still trying to protect itself.  I will discuss the specific instance in a future post.  However, In this very direct manner, I was told to stop fearing.  Anything.  Moving forward, whenever I found myself encountering regrets or second guessing events I would remember those words:  “Do not fear.  Anything”.

 

Background

In March 2011, as I awaited a tsunami in Hawaii, my midlife crisis was answered by an incredible dream.  I was shown the mechanics of something wonderful.   The message was simple: all I needed was imagination and will to create change in the world.  I had been unhappy for a decade, feeling I was a victim of soul-crushing societal programming and parental pressures to climb the corporate ladder and found that happiness was promised just over the next hill time and time again.  I felt like the cranky old man who tells stories of how he had to walk uphill to school in the snow both ways as a child.

After the dream, I took charge of my life.  I started writing, lost 100 pounds, and got back into shape.  Over the next two years I wrote in hotel rooms, on dinner napkins, on airplanes, and texted myself ideas as I drove or hiked: whenever inspiration struck.  I incorporated what I saw in that first dream into my own life and into the observations of the world around me.  I captured every epiphany I experienced until I had over 300 pages of notes and anecdotes.

As I edited God, Gravity, and the Change Between the Couch Cushions, I came to a fork in the road.  I felt the journey ahead was my choice.  I could apply what I learned to serve myself or to serve others.  I tried for two years to deny my experience as religious intervention.  You see, I was raised Lutheran.  What my wife likes to call “Catholic-Lite”.  However, I had never felt a connection to God or my church.  I grew more agnostic with each passing year until I actually became anti-organized religion.  I wasn’t an Atheist or anti-God, but I saw the transgressions and failures of organized religion as a fatal flaw in logic and reason.  This was compounded by such news as religious groups attempting to pass laws against critical thinking.  I had my degree in systems engineering and although science and religion did not conflict with each other in my life, when your neighbor builds a fence it makes you wonder why.

My journey of discovery would have been easier to explain as a religious experience but I wasn’t ready to admit that to myself.  The elation I felt and the epiphanies that I saw, even the choice of words I used to describe my new understanding were unlike anything I had written before.  I always loved science fiction and if given the choice, I imagined writing such a book later in life.  Philosophy was not my strong suit.  In college, I earned a ‘C’ in Philosophy.  However, the tone and texture of my writing was now focused on philosophy and ethics.

In late February 2013, everything was rushing to a decisive point.  My visions became more insistent and during a trip to Minnesota to visit family, the dam final broke.  During an incredible night I learned the power of confession and forgiveness and that ultimately, we are each responsible for our own salvation.  I had chosen the path to follow God and the Divine Pattern of God’s Image within myself.  I would endeavor to annihilate my own ego and piously remove myself from earthly attachments.  In the space my ego had occupied within my heart, I would endeavor to fill that emptiness with the Holy Spirit and God’s Grace and to become an instrument of His Will.

In April 2013, two events happened at nearly the same time.  Several numbers kept coming up in my life and one night I ‘Googled’ the number 662 on a lark.  That simple action opened a flood gate of discovery.  One coincidence became two, then four, then sixteen onward and upward at a geometric rate.  As I turned this corner of discovery, I was reunited with an old friend, David.  David was in my unit in Alaska and an old friend from my Support Platoon.  I knew David was Catholic so as we caught up, I described what I experienced and he shared some of his own experiences from Iraq.  Although I attributed my original dream and all the subsequent life changing experiences to God, I was still firmly against organized religion.  However, in a single evening talking with David, even that final bulwark collapsed.

I started to read.  A LOT.  Mainly early Christian Mystics and several Saints that I encountered along the way.   I wasn’t looking for answers.  I was looking for teachers able to craft their experiences and contemplation on the Divine in such a way so that I may discover my own truths within my heart.  I’ll share each of those books and what I learned from them in future blog posts.  It is heartbreaking that so many unhappy people in desperate need of spiritual counsel from all faiths avoid such authors because they associate Saints with the Catholic Church.  I am not Catholic but I assure you that there are no better spokespeople or resources for such diverse and intrinsically valuable contemplation as these legends of spirituality.

Ready, Set, Blog!

Last week my friend Cress suggested incorporating a regular blog to support my goals of telling my story and helping reach out to others.  Although many of these blog posts may be incorporated in various forms to future publications, my goal is to simply capture the daily thoughts, ideas, and observations that occur and reflections on past events in a new light.

The vacation is over…

After uploading God, Gravity, and the Change Between the Couch Cushions last Friday I promised myself to take a few days off.  I caught up on chores, walked the dogs a bunch, and enjoyed a few movie marathons.

Now I am screening the book with a few friends and family counting on them to help identify any errors for me and provide constructive feedback.  After staring at a screen for months without the benefit of a professional editor I know that some mistakes slipped through the process.  Hopefully they will help me catch them before I actively share it with the rest of the world.

Back to work on the second book now.  As I said in GGCBCC, the first book represented a philosophy around pattern recognition and everyday observations of the human condition while the second book will focus on theological concepts surrounding the Divine Pattern and my experiences.

God, Gravity, and the Change Between the Couch Cushions is available on Amazon

God, Gravity, and the Change Between the Couch Cushions has been uploaded and released on Amazon.  For Prime members it is free to borrow.  I look forward to everyone’s feedback.

Thanks,

Matt