PermCNN: Energy-Efficient Convolutional Neural Network Hardware Architecture With Permuted Diagonal Structure

C Deng, S Liao, B Yuan - IEEE Transactions on Computers, 2020 - ieeexplore.ieee.org
… weight matrices or tensors, and each component permuted diagonal matrix or tensor is affiliated
with a permutation … and encouraged by the high performance demonstrated by FC layer-…

Construction of Large Permutation Representations for Matrix Groups on Parallel Supercomputers

M Weller - … 2000: Transactions of the High Performance …, 2001 - Springer
… exactly corresponding to our 1333-dimensional matrices over GF… permutations representing
the group elements can be read as 173,067,389dimensional so called permutation matrices

Performance analysis of permutation matrix zero cross correlation code for SAC-OCDMA systems

KS Nisar, H Sarangal, SS Thapar… - European Journal of …, 2018 - ej-eng.org
… This paper deals with zero cross-correlation (ZCC) by considering permutation matrices (PM).
The properties and performance analysis of PM-ZCC code is given in this study. The …

Permute me softly: learning soft permutations for graph representations

G Nikolentzos, G Dasoulas… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… We compare the performance of the proposed model to well-established … permutation matrix
for each graph Gi from the collection of input graphs G1,...,GN . These permutation matrices

Is Your Permutation Algorithm Unbiased for n ≠ 2 m ?

M Waechter, K Hamacher, F Hoffgaard… - Parallel Processing and …, 2012 - Springer
… 5 we can see that the corresponding matrix is not equal to the unbiased permutation matrix:
… 9 shows the runtime for performing array permutations with sizes up to n = 6000 and k = 1, ..., …

A high performance parallel Strassen implementation

B Grayson, R Van De Geijn - Parallel Processing Letters, 1996 - World Scientific
… ABSTRACT In this paper, we give a practical high performance parallel implementation of
Strassen's algorithm for matrix … Let matrices A and B be permuted using the same permutation

Solving the multi-way matching problem by permutation synchronization

D Pachauri, R Kondor, V Singh - Advances in neural …, 2013 - proceedings.neurips.cc
… output to set up our objective matrix T but with a fixed “supervision probability”, we replaced
the Tji block by the correct permutation matrix, and ran Permutation Synchronization. We con…

Invertible, involutory and permutation matrix generation methods for hill cipher system

B Acharya, D Jena, SK Patra… - … Conference on Advanced …, 2009 - ieeexplore.ieee.org
… Hill cipher requires inverse of the key matrix while decryption. In fact that not all the matrices
have an inverse and therefore they will not be eligible as key matrices in the Hill cipher …

Permutation invariant svms

PK Shivaswamy, T Jebara - … of the 23rd international conference on …, 2006 - dl.acm.org
matrix to bring it as close as possible to the P matrix. Formally, we seek a permutation matrix
… We also show the performance of a classical SVM on the randomly permuted input vectors. …

Permutation equivariant neural functionals

A Zhou, K Yang, K Burns, A Cardace… - Advances in neural …, 2024 - proceedings.neurips.cc
… Using our benchmarks, we compare the performance of NFNs with other methods for … In
the flattened representation, we can write the action of σ ∈ S on vec(U) by a permutation matrix