To update for anyone also wondering about this.  I found some additional information regarding 1x1 kernels and how they can effectively serve as a flattening layer…
  

      iamaaditya.github.io
  

  
    

One by One [ 1 x 1 ] Convolution - counter-intuitively useful

  Whenever I discuss or show GoogleNet architecture, one question always comes up -