Memory Requirements for Convolutional Neural Network Hardware Accelerators

2018 IEEE International Symposium on Workload Characterization (IISWC) ◽

10.1109/iiswc.2018.8573527 ◽

2018 ◽

Author(s):

Kevin Siu ◽

Dylan Malone Stuart ◽

Mostafa Mahmoud ◽

Andreas Moshovos

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Hardware Accelerators ◽

Neural Network Hardware

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Design Tradeoff of Internal Memory Size and Memory Access Energy in Deep Neural Network Hardware Accelerators

2018 IEEE 7th Global Conference on Consumer Electronics (GCCE) ◽

10.1109/gcce.2018.8574742 ◽

2018 ◽

Author(s):

Shen-Fu Hsiao ◽

Pei-Hsuen Wu

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Memory Access ◽

Hardware Accelerators ◽

Internal Memory ◽

Memory Size ◽

Neural Network Hardware

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Surrogate Model based Co-Optimization of Deep Neural Network Hardware Accelerators

10.1109/mwscas47672.2021.9531708 ◽

2021 ◽

Author(s):

Hendrik Wohrle ◽

Mariela De Lucas Alvarez ◽

Fabian Schlenke ◽

Alexander Walsemann ◽

Michael Karagounis ◽

...

Keyword(s):

Neural Network ◽

Surrogate Model ◽

Deep Neural Network ◽

Hardware Accelerators ◽

Model Based ◽

Neural Network Hardware

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PERMCNN: Energy-efficient Convolutional Neural Network Hardware Architecture with Permuted Diagonal Structure

IEEE Transactions on Computers ◽

10.1109/tc.2020.2981068 ◽

2020 ◽

pp. 1-1

Author(s):

Chunhua Deng ◽

Siyu Liao ◽

Bo Yuan

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Energy Efficient ◽

Hardware Architecture ◽

Neural Network Hardware

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FPGA Design of High-Speed Convolutional Neural Network Hardware Accelerator

10.1109/niles53778.2021.9600555 ◽

2021 ◽

Author(s):

Ahmed J. Abd El-Maksoud ◽

Abdallah Mohamed ◽

Ahmed Tarek ◽

Amr Adel ◽

Amr Eid ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Hardware Accelerator ◽

Fpga Design ◽

Neural Network Hardware

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Area and Energy Efficient 2D Max-Pooling For Convolutional Neural Network Hardware Accelerator

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon43393.2020.9254452 ◽

2020 ◽

Author(s):

Bin Zhao ◽

Yi Sheng Chong ◽

Anh Tuan Do

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Energy Efficient ◽

Hardware Accelerator ◽

Max Pooling ◽

Neural Network Hardware

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Convolutional Neural Network Hardware Implementation for Flower Classification

10.1109/atc52653.2021.9598209 ◽

2021 ◽

Author(s):

Trang Hoang ◽

Thinh Do Quang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Hardware Implementation ◽

Neural Network Hardware

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Vessel Identification using Convolutional Neural Network-based Hardware Accelerators

2021 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) ◽

10.1109/civemsa52099.2021.9493580 ◽

2021 ◽

Author(s):

Alexandre Boyer ◽

Rami Abiemona ◽

Miodrag Bolic ◽

Emil Petriu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Hardware Accelerators

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Improved Deep Neural Network Hardware-Accelerators Based on Non-Volatile-Memory: The Local Gains Technique

2017 IEEE International Conference on Rebooting Computing (ICRC) ◽

10.1109/icrc.2017.8123642 ◽

2017 ◽

Author(s):

Irem Boybat ◽

Carmelo di Nolfo ◽

Stefano Ambrogio ◽

Martina Bodini ◽

Nathan C.P. Farinha ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Hardware Accelerators ◽

Non Volatile Memory ◽

Neural Network Hardware ◽

Volatile Memory

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Optimization of convolutional neural network hardware structure based on FPGA

2018 13th IEEE Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2018.8398000 ◽

2018 ◽

Author(s):

Min Zhu ◽

Qiqi Kuang ◽

Chunling Yang ◽

Jianjun Lin

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Neural Network Hardware ◽

Hardware Structure

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CONVOLUTIONAL NEURAL NETWORK BASED ALGORITHM FOR CECUM ACHIEVEMENT CONFIRMATION

10.1055/s-0040-1705059 ◽

2020 ◽

Author(s):

S Kashin ◽

D Zavyalov ◽

A Rusakov ◽

V Khryashchev ◽

A Lebedev

Keyword(s):

Neural Network ◽

Convolutional Neural Network

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