CNNP-v2:An Energy Efficient Memory-Centric Convolutional Neural Network Processor Architecture

2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas.2019.8771617 ◽

2019 ◽

Author(s):

Sungpill Choi ◽

Kyeongryeol Bong ◽

Donghyeon Han ◽

Hoi-Jun Yoo

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Energy Efficient ◽

Network Processor ◽

Processor Architecture ◽

Efficient Memory

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DT-CNN: An Energy-Efficient Dilated and Transposed Convolutional Neural Network Processor for Region of Interest Based Image Segmentation

IEEE Transactions on Circuits and Systems I Regular Papers ◽

10.1109/tcsi.2020.2991189 ◽

2020 ◽

Vol 67 (10) ◽

pp. 3471-3483

Author(s):

Dongseok Im ◽

Donghyeon Han ◽

Sungpill Choi ◽

Sanghoon Kang ◽

Hoi-Jun Yoo

Keyword(s):

Neural Network ◽

Image Segmentation ◽

Convolutional Neural Network ◽

Energy Efficient ◽

Region Of Interest ◽

Network Processor

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A 30 MB re-configurable convolutional neural network processor for high-performance and energy-efficient operation

Materials Today Proceedings ◽

10.1016/j.matpr.2020.10.288 ◽

2020 ◽

Author(s):

Anusuya Ramasamy ◽

M. Sundar Rajan ◽

J.R. Arunkumar

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Energy Efficient ◽

High Performance ◽

Network Processor ◽

Efficient Operation

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Accumulation-Aware Shift and Difference-Add Booth Multiplier for Energy-Efficient Convolutional Neural Network Inference

Circuits Systems and Signal Processing ◽

10.1007/s00034-021-01751-4 ◽

2021 ◽

Author(s):

Zhong-Da Wu ◽

Shanq-Jang Ruan ◽

Bai-Kui Yan

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Energy Efficient ◽

Network Inference ◽

Booth Multiplier

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An energy-efficient convolutional neural network accelerator for speech classification based on FPGA and quantization

CCF Transactions on High Performance Computing ◽

10.1007/s42514-020-00055-4 ◽

2021 ◽

Author(s):

Dong Wen ◽

Jingfei Jiang ◽

Yong Dou ◽

Jinwei Xu ◽

Tao Xiao

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Energy Efficient ◽

Speech Classification

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Improved Deep Convolutional Neural Network based Malicious Node Detection and Energy-Efficient Data Transmission in Wireless Sensor Networks

IEEE Transactions on Network Science and Engineering ◽

10.1109/tnse.2021.3098011 ◽

2021 ◽

pp. 1-1

Author(s):

Mohit Kumar ◽

Priya Mukherjee ◽

Kavita Verma ◽

Sahil Verma ◽

Danda B Rawat

Keyword(s):

Neural Network ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Convolutional Neural Network ◽

Data Transmission ◽

Energy Efficient ◽

Wireless Sensor ◽

Malicious Node ◽

Efficient Data ◽

Malicious Node Detection

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A high-throughput and energy-efficient RRAM-based convolutional neural network using data encoding and dynamic quantization

2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC) ◽

10.1109/aspdac.2018.8297293 ◽

2018 ◽

Author(s):

Xizi Chen ◽

Jingbo Jiang ◽

Jingyang Zhu ◽

Chi-Ying Tsui

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

High Throughput ◽

Energy Efficient ◽

Data Encoding ◽

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Energy-Efficient Subchannel and Power Allocation for HetNets Based on Convolutional Neural Network

2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring) ◽

10.1109/vtcspring.2019.8746493 ◽

2019 ◽

Author(s):

Di Xu ◽

Xiaojing Chen ◽

Changhao Wu ◽

Shunqing Zhang ◽

Shugong Xu ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Power Allocation ◽

Energy Efficient

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Rank order coding based spiking convolutional neural network architecture with energy-efficient membrane voltage updates

Neurocomputing ◽

10.1016/j.neucom.2020.05.031 ◽

2020 ◽

Vol 407 ◽

pp. 300-312 ◽

Author(s):

Hoyoung Tang ◽

Donghyeon Cho ◽

Dongwoo Lew ◽

Taehwan Kim ◽

Jongsun Park

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Energy Efficient ◽

Network Architecture ◽

Membrane Voltage ◽

Neural Network Architecture

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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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14.5 Envision: A 0.26-to-10TOPS/W subword-parallel dynamic-voltage-accuracy-frequency-scalable Convolutional Neural Network processor in 28nm FDSOI

2017 IEEE International Solid-State Circuits Conference (ISSCC) ◽

10.1109/isscc.2017.7870353 ◽

2017 ◽

Author(s):

Bert Moons ◽

Roel Uytterhoeven ◽

Wim Dehaene ◽

Marian Verhelst

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Network Processor ◽

Dynamic Voltage

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