Increasing of convolutional neural network performance using residue number system
Explore this paper's citation graph
- Type
- article
- Published
- 2017-09-01
- Cited by
- 18
- References
- 10
- OpenAlex
- https://openalex.org/W2768941608
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:33004262
Keywords
Convolutional neural network, Computer science, Residue (chemistry), Residue number system, Artificial intelligence
References
- A deep convolutional neural network based on nested residue number system
- A Parallel Algorithm for the Efficient Solution of a General Class of Recurrence Equations
- Hardware accelerated convolutional neural networks for synthetic vision systems
- RNS assisted image filtering and edge detection
- A Massively Parallel Coprocessor for Convolutional Neural Networks
- Gradient-based learning applied to document recognition
- An Approximate Sign Detection Method for Residue Numbers and its Application to RNS Division
- Human Tracking Using Convolutional Neural Networks
- Residue Number System for Low-Power DSP Applications
- Residue Number Systems: Theory and Implementation
Cited by
- Area-Efficient FPGA Implementation of Minimalistic Convolutional Neural Network Using Residue Number System
- Optimization of Neural Network Computation with use of Residual Number System for Tasks of Design of Neural Network Systems of Automatic Control
- Construction of Residue Number System Using Hardware Efficient Diagonal Function
- Res-DNN: A Residue Number System-Based DNN Accelerator Unit
- Self-Checking Residue Number System for Low-Power Reliable Neural Network
- Application of the residue number system to reduce hardware costs of the convolutional neural network implementation
- Residue Number System-Based Solution for Reducing the Hardware Cost of a Convolutional Neural Network
- Developing Symmetric Encryption Methods Based On Residue Number System And Investigating Their Cryptosecurity
- Method for Determining Skin Lesions from Images Using Neural Network
- Method of Oriented Contour Detection on Image Using Lorentz Function
- Residue Number System Design Automation for Neural Network Acceleration
- Designing reverse converter for data transmission systems from two-level RNS to BNS
- A New Method of Sign Detection in RNS Based on Modified Chinese Remainder Theorem
- New Concept of Universal Binary Multiplication and Its Implementation on FPGA
- Methods of crypto-stable symmetric encryption in the residual number system
- Theoretical Analysis of the Convolutional Neural Networks Acceleration by Organizing Calculations According to the Winograd Method
- Design and Analysis of CNN based Residue Number System for Performance Enhancement
- A novel sign detection method in residue number system based on Chinese remainder theorem with fractional values
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