47 citations · 438 across the 46 of their papers we have counts for
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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…
Inverse Mellin Transformation of Continuous Singular Value Decomposition: A Route to Holographic Renormalization
Hiroaki Matsueda
We examine holographic renormalization by the singular value decomposition (SVD) of matrix data generated by the Monte Carlo snapshot of the 2D classical Ising model at criticality…
Analytic Optimization of a MERA network and its Relevance to Quantum Integrability and Wavelet
Hiroaki Matsueda
I present an example of how to analytically optimize a multiscale entanglement renormalization ansatz for a finite antiferromagnetic Heisenberg chain. For this purpose, a quantum-c…
Random Fractal Ansatz for the configurations of Two-Dimensional Critical Systems
Ching Hua Lee, Dai Ozaki, Hiroaki Matsueda
Critical systems have always intrigued physicists and precipitated the development of new techniques. Recently, there has been renewed interest in the information contained in thei…