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4 articles related to "Memory Accesses"

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Articles

Original Research

Published on 06 Sep 2024

Memory-efficient neurons and synapses for spike-timing-dependent-plasticity in large-scale spiking networks

in Neuromorphic Engineering

Pablo Urbizagastegui
André van Schaik
Runchun Wang

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1450640

2,435 views
1 citation

Original Research

Published on 10 Feb 2021

Learning Without Feedback: Fixed Random Learning Signals Allow for Feedforward Training of Deep Neural Networks

in Neuromorphic Engineering

Charlotte Frenkel
Martin Lefebvre
David Bol

Frontiers in Neuroscience

doi 10.3389/fnins.2021.629892

16,267 views
73 citations

Original Research

Published on 04 Mar 2022

A Comparison of Energy-Efficient Seizure Detectors for Implantable Neurostimulation Devices

in Epilepsy

Farrokh Manzouri
Marc Zöllin
Simon Schillinger
Matthias Dümpelmann
Ralf Mikut
Peter Woias
Laura Maria Comella
Andreas Schulze-Bonhage

Frontiers in Neurology

doi 10.3389/fneur.2021.703797

6,009 views
18 citations

Original Research

Published on 10 Aug 2022

EnforceSNN: Enabling resilient and energy-efficient spiking neural network inference considering approximate DRAMs for embedded systems

in Neuromorphic Engineering

Rachmad Vidya Wicaksana Putra
Muhammad Abdullah Hanif
Muhammad Shafique

Frontiers in Neuroscience

doi 10.3389/fnins.2022.937782

4,900 views
24 citations