Performance Analysis of Sparse Matrix Representation in Hierarchical Temporal Memory for Sequence Modeling

Csongor Pilinszki-Nagy; Bálint Gyires-Tóth

doi:10.36244/icj.2020.2.6

Performance Analysis of Sparse Matrix Representation in Hierarchical Temporal Memory for Sequence Modeling

Infocommunications journal ◽

10.36244/icj.2020.2.6 ◽

2020 ◽

Vol 12 (2) ◽

pp. 41-49

Author(s):

Csongor Pilinszki-Nagy ◽

Bálint Gyires-Tóth

Keyword(s):

Performance Analysis ◽

Matrix Representation ◽

Sparse Matrix ◽

Temporal Memory ◽

Hierarchical Temporal Memory ◽

Sequence Modeling ◽

Sparse Matrix Representation

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Pattern-based sparse matrix representation for memory-efficient SMVM kernels

Proceedings of the 23rd international conference on Conference on Supercomputing - ICS '09 ◽

10.1145/1542275.1542294 ◽

2009 ◽

Cited By ~ 33

Author(s):

Mehmet Belgin ◽

Godmar Back ◽

Calvin J. Ribbens

Keyword(s):

Matrix Representation ◽

Sparse Matrix ◽

Sparse Matrix Representation ◽

Memory Efficient

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dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference

10.1109/iccad51958.2021.9643506 ◽

2021 ◽

Author(s):

Elias Trommer ◽

Bernd Waschneck ◽

Akash Kumar

Keyword(s):

Neural Network ◽

Network Inference ◽

Matrix Representation ◽

Sparse Matrix ◽

Sparse Matrix Representation ◽

Memory Efficient

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Ternary Sparse Matrix Representation for Volumetric Mesh Subdivision and Processing on GPUs

Computer Graphics Forum ◽

10.1111/cgf.13245 ◽

2017 ◽

Vol 36 (5) ◽

pp. 59-69 ◽

Cited By ~ 5

Author(s):

J. S. Mueller-Roemer ◽

C. Altenhofen ◽

A. Stork

Keyword(s):

Matrix Representation ◽

Sparse Matrix ◽

Sparse Matrix Representation

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Effective Sparse Matrix Representation For The GPU Architectures

International Journal of Computer Science Engineering and Applications ◽

10.5121/ijcsea.2012.2213 ◽

2012 ◽

Vol 2 (2) ◽

pp. 151-165 ◽

Cited By ~ 6

Author(s):

B Neelima

Keyword(s):

Matrix Representation ◽

Sparse Matrix ◽

Gpu Architectures ◽

Sparse Matrix Representation

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Parallel Implementation of Singular Value Decomposition (SVD) in Image Compression using Open Mp and Sparse Matrix Representation

Indian Journal of Science and Technology ◽

10.17485/ijst/2015/v8i13/59410 ◽

2015 ◽

Vol 8 (13) ◽

Cited By ~ 3

Author(s):

J. SairaBanu ◽

Rajasekhara Babu ◽

Reeta Pandey

Keyword(s):

Singular Value Decomposition ◽

Image Compression ◽

Matrix Representation ◽

Parallel Implementation ◽

Sparse Matrix ◽

Singular Value ◽

Value Decomposition ◽

Sparse Matrix Representation

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Gene Regulatory Network Inference with Evolution Strategies and Sparse Matrix Representation

2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm47256.2019.8983230 ◽

2019 ◽

Author(s):

Youchuan Wang ◽

Chilukuri K Mohan

Keyword(s):

Gene Regulatory Network ◽

Regulatory Network ◽

Network Inference ◽

Matrix Representation ◽

Sparse Matrix ◽

Evolution Strategies ◽

Gene Regulatory Network Inference ◽

Gene Regulatory ◽

Sparse Matrix Representation

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Adaptive sparse matrix representation for efficient matrix–vector multiplication

The Journal of Supercomputing ◽

10.1007/s11227-015-1571-0 ◽

2015 ◽

Vol 72 (9) ◽

pp. 3366-3386 ◽

Cited By ~ 2

Author(s):

Pantea Zardoshti ◽

Farshad Khunjush ◽

Hamid Sarbazi-Azad

Keyword(s):

Matrix Representation ◽

Sparse Matrix ◽

Matrix Vector Multiplication ◽

Sparse Matrix Representation ◽

Matrix Vector

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A compact sparse matrix representation using random hash functions

Data & Knowledge Engineering ◽

10.1016/s0169-023x(99)00017-8 ◽

2000 ◽

Vol 32 (1) ◽

pp. 29-49 ◽

Cited By ~ 1

Author(s):

Ji-Han Jiang ◽

Chin-Chen Chang ◽

Tung-Shou Chen

Keyword(s):

Matrix Representation ◽

Sparse Matrix ◽

Hash Functions ◽

Sparse Matrix Representation

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Automatic Selection of Sparse Matrix Representation on GPUs

Proceedings of the 29th ACM on International Conference on Supercomputing - ICS '15 ◽

10.1145/2751205.2751244 ◽

2015 ◽

Cited By ~ 54

Author(s):

Naser Sedaghati ◽

Te Mu ◽

Louis-Noel Pouchet ◽

Srinivasan Parthasarathy ◽

P. Sadayappan

Keyword(s):

Matrix Representation ◽

Sparse Matrix ◽

Automatic Selection ◽

Sparse Matrix Representation ◽

Selection Of

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A sparse matrix representation for production scheduling using genetic algorithms

Proceedings of the 1995 ACM symposium on Applied computing - SAC '95 ◽

10.1145/315891.316004 ◽

1995 ◽

Cited By ~ 1

Author(s):

Simon J. T. Liang ◽

John M. Lewis

Keyword(s):

Genetic Algorithms ◽

Production Scheduling ◽

Matrix Representation ◽

Sparse Matrix ◽

Sparse Matrix Representation

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