19 citations · 26 across the 3 of their papers we have counts for
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cond-mat.stat-mech2016★ 7 cited
Singular-Value-Decomposition Analysis of Associative Memory in a Neural Network
Tatsuya Kumamoto, Mao Suzuki, Hiroaki Matsueda
We evaluate performance of associative memory in a neural network by based on the singular value decomposition (SVD) of image data stored in the network. We consider the situation…
cond-mat.stat-mech2014★ 19 cited
Exact Mapping from Singular Value Spectrum of Fractal Images to Entanglement Spectrum of One-Dimensional Quantum Systems
Ching Hua Lee, Yuki Yamada, Tatsuya Kumamoto +1
We examine the snapshot entropy of general fractal images defined by their singular values. Remarkably, the singular values for a large class of fractals are in exact correspondenc…