ON-CNN: Low Latency and High Throughput Online Arithmetic-Based Convolutional Neural Network Accelerator

ON-CNN: Low Latency and High Throughput Online Arithmetic-Based Convolutional Neural Network Accelerator

Online arithmetic also known as most-significant-digit-first (MSDF) computing is becoming a choice for hardware implementation of different machine learning algorithms. It enables the generation of MSD as the first output digit and usage in consecutive computations in digit serial manner leading to...

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Bibliographic Details
Main Authors: Muhammad Akmal Shafique, Jeong-A Lee
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Low latency
high throughput
online arithmetic
MSDF computing
power saving
convolutional neural network
Online Access:https://ieeexplore.ieee.org/document/10758422/

Internet

https://ieeexplore.ieee.org/document/10758422/

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