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5 articles related to "Hardware Efficient"

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Articles

Original Research

Published on 05 Jan 2022

Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing

in Neuromorphic Engineering

Vivek Parmar
Bogdan Penkovsky
Damien Querlioz
Manan Suri

Frontiers in Neuroscience

doi 10.3389/fnins.2021.781786

5,184 views
6 citations

Original Research

Published on 06 Sep 2017

Hardware-Efficient On-line Learning through Pipelined Truncated-Error Backpropagation in Binary-State Networks

in Neuromorphic Engineering

Hesham Mostafa
Bruno Pedroni
Sadique Sheik
Gert Cauwenberghs

Frontiers in Neuroscience

doi 10.3389/fnins.2017.00496

5,613 views
8 citations

Original Research

Published on 16 Feb 2026

Real-time on-device weed identification using a hardware-efficient lightweight CNN

in Technical Advances in Plant Science

Yuxuan Zhang
Yuchen Lu
Luciano Sebastian Martinez-Rau
Quan Qiu
Sebastian Bader

Frontiers in Plant Science

doi 10.3389/fpls.2026.1747863

341 views

Review

Published on 26 Aug 2021

Compressed Sensing of Extracellular Neurophysiology Signals: A Review

in Brain Imaging Methods

Biao Sun
Wenfeng Zhao

Frontiers in Neuroscience

doi 10.3389/fnins.2021.682063

4,776 views
9 citations

Original Research

Published on 13 Mar 2020

Spike-Train Level Direct Feedback Alignment: Sidestepping Backpropagation for On-Chip Training of Spiking Neural Nets

in Neuromorphic Engineering

Jeongjun Lee
Renqian Zhang
Wenrui Zhang
Yu Liu
Peng Li

Frontiers in Neuroscience

doi 10.3389/fnins.2020.00143

7,738 views
31 citations