Stochastic computing system hardware design for convolutional neural networks optimized for accuracy area and energy efficiency

Stochastic computing system hardware design for convolutional neural networks optimized for accuracy area and energy efficiency

Stochastic computing (SC) is an alternative computing paradigm that can lead to designs that oﬀer lower area and power consumption compared to that of the conventional binary-encoded (BE) deterministic computing. In SC, numbers are encoded as a bit-stream of ‘0’s and ‘1’s, where SC computation eleme...

Saved in:

書目詳細資料
主要作者:	Hamdan, Hamdan Usamah
格式:	Thesis
語言:	English
出版:	2020
主題:	TK Electrical engineering Electronics Nuclear engineering
在線閱讀:	http://eprints.utm.my/id/eprint/98197/1/HamdanUsamahHamdanPSKE2020.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Field programmable gate array based convolution neural network hardware accelerator with optimized memory controller
由: Mohammed, Mohammed Isam Eldin Hassan
出版: (2020)

Spectral domain convolutional neural network optimized for computational workload and memory access cost
由: Rizvi, Shahriyar Masud
出版: (2023)

An efficient and effective convolutional neural network for visual pattern recognition
由: Liew, Shan Sung
出版: (2016)

Convolution and max pooling layer accelerator for convolutional neural network
由: Goh, Jinn Chyn
出版: (2020)

Multiple phase flow identification using computational simulation and convolutional neural network
由: Helmy, Mohamed Tawfik Ibrahim
出版: (2020)

Hardware acceleration of 2D convolution using systolic array
由: Wong, Xue Yuan
出版: (2015)

Video annotation using convolution neural network
由: Wan Abd. Kadir, Wan Zahiruddin
出版: (2018)

Multimodal convolutional neural networks for sperm motility and concentration predictions
由: Goh, Voon Hueh
出版: (2023)

Bird species identification using spectrograms and convolutional neural networks
由: Saad, Aymen
出版: (2020)

Tongue colour diagnosis system using convolutional neural network
由: Tan, Yi Chen
出版: (2020)

Hardware Realization Of Fuzzy Wavelets Neural Network To Power Quality Analysis
由: Choong, Florence Chiao Mei
出版: (2005)

Convolution neural network for diabetic retinopathy classification with select enhancment algorithm
由: Mohammed Sheet, Sinan Salim
出版: (2022)

Convolutional neural networks for face recognition and finger-vein biometric identification
由: Ahmad Radzi, Syafeeza
出版: (2014)

Hardware Implementation Of Artificial Neural Network On FPGA For Sulfate-Reducing Bacteria
由: Tan, Earn Tzeh
出版: (2014)

Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
由: Md Hasim, Siti Mastura
出版: (2017)

An optimized convolutional neural network for arrhythmia classification
由: Shan, Wei Chen
出版: (2022)

Faster convolutional neural network inferencing for screening red blood cell disease
由: Nor Azman, Muhammad Nor Azzafri
出版: (2021)

1-D and 2-D convolution neural network for bird sound detection
由: Tee, Yun Hong
出版: (2020)

Retinal Microvascular Feature Extraction Using Faster Region-based Convolutional Neural Network
由: Mohammed Enamul, Hoque
出版: (2021)

Compact and interpretable convolutional neural network architecture for electroencephalogram based motor imagery decoding
由: Ahmad Izzuddin, Tarmizi
出版: (2022)

2D convolutional neural network for the detection of Asian Koel (Eudynamys Scolopaceus) vocalizations
由: Musa, Nurfaizah
出版: (2020)

Distance insensitive concrete crack detection using convolutional neural network with controlled blurriness
由: Ng, Su Fen
出版: (2019)

Single board computer based hardware-input
由: A. Hassan, Walid
出版: (2009)

Hardware and software co-simulation platform for convolution or correlation based image processing algorithms
由: Ayat, Sayed Omid
出版: (2014)

Human re-identification using siamese convolutional neural network on Nvidia Geforce RTX 2060
由: Rajathurai, Elavarasan
出版: (2021)

Comparison of 1D VS 2D convolutional neural networks for bird sound detection
由: Tan, Pei Hong
出版: (2022)

Aedes Aegypti Larvae Detection System Based On Convolution Neural Network Via Transfer Learning
由: Mohd Fuad, Mohamad Aqil
出版: (2019)

Speed Efficient Hardware Implementation Of Advanced Encryption Standard (Aes)
由: Low, Chiau Thian
出版: (2017)

Integrated circuit design of a multiplier-accumulator for convolutional neural network based on carry-save adder architecture
由: Lee, Mei Xiang
出版: (2022)

Fraud detection of power meter reading using image matching with inception v3 convolutional neural network
由: Gan, Teck Cheong
出版: (2020)

Hardware modeling of an artificial neural network /
由: Tan, Sin Foo
出版: (1997)

Hardware Prototyping Of An Efficient Image Compression System In Real-Time For Mobile Communication
由: Akter, Masuma
出版: (2008)

Accuracy improvement in area-based matching for structural displacement measurements
由: Sa'ari, Radzuan
出版: (2016)

White blood cell recognition for biomarker model using improved convolutional neural network (CNN)
由: Mohd Safuan, Syadia Nabilah
出版: (2022)

Hardware implementation of coordinate rotation digital computer in field programmable gate array
由: Mohd. Sazali, Mohd. Ilyas Sobirin
出版: (2012)

High level dataflow network partitioning using stochastic algorithms
由: Woo, Yit Weng
出版: (2018)

A high speed 2D convolution hardware module for image processing applications in hardware
由: Baba, Beenal
出版: (2013)

Development Of Efficient Multi-Level Discrete Wavelet Transform Hardware Architecture For Image Compression
由: Hasan Al-Jumail, Khamees Khalaf
出版: (2015)

Improved covariance matrix evolution strategy algorithm for stochastic dynamic unequal area facility layouts in an open area
由: Ali, Derakhshanasl
出版: (2015)

Iris recognition using convolutional neural network /
由: Yuan, Zhuang
出版: (2018)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group