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FPGA, GPU, and CPU implementations of Jacobi algorithm for eigenanalysis
Mustafa U. Torun
, Onur Yilmaz
,
Ali N. Akansu
Electrical and Computer Engineering
Research output
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Contribution to journal
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Article
›
peer-review
29
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Keyphrases
Field Programmable Gate Arrays
100%
Graphics Processing Unit
100%
Central Processing Unit
100%
Eigenanalysis
100%
Jacobi Algorithm
100%
High Performance Computing
28%
Field Programmable Gate Array Implementation
28%
Performance Improvement
14%
Development Effort
14%
Access Methods
14%
Parallel Implementation
14%
On chip
14%
Impact Performance
14%
Memory Access
14%
Single Thread
14%
Big Data Applications
14%
Real-time Performance
14%
Square Matrix
14%
Information Signal
14%
Dense Matrix
14%
Implementation Outcomes
14%
Computing Devices
14%
Array Design
14%
Computational Performance
14%
Symmetric Square
14%
Information Inference
14%
Memory Access Pattern
14%
Memory Coalescing
14%
Global Memory
14%
Computer Science
Field Programmable Gate Arrays
100%
Graphics Processing Unit
100%
Central Processing Unit
100%
Jacobi Algorithm
100%
High-Performance Computing
28%
Memory Access
14%
Computing Device
14%
Performance Improvement
14%
Development Effort
14%
Big Data Application
14%
Parallel Implementation
14%
Performance Impact
14%
Large Dense Matrix
14%
Memory Access Pattern
14%
Analytic Signal
14%
Global Memory Access
14%
Major Manufacturer
14%