Neural networks with block diagonal inner product layers: a look at neural network architecture through the lens of random matrices

Amy Nesky, Quentin F. Stout. Neural networks with block diagonal inner product layers: a look at neural network architecture through the lens of random matrices. Neural Computing and Applications, 32(11):6755-6767, 2020. [doi]

@article{NeskyS20,
  title = {Neural networks with block diagonal inner product layers: a look at neural network architecture through the lens of random matrices},
  author = {Amy Nesky and Quentin F. Stout},
  year = {2020},
  doi = {10.1007/s00521-019-04531-z},
  url = {https://doi.org/10.1007/s00521-019-04531-z},
  researchr = {https://researchr.org/publication/NeskyS20},
  cites = {0},
  citedby = {0},
  journal = {Neural Computing and Applications},
  volume = {32},
  number = {11},
  pages = {6755-6767},
}