EDITORIAL
Published on 09 Aug 2022
Editorial: Hardware for artificial intelligence
doi 10.3389/fnins.2022.979495
- 2,806 views
- Frontiers in Neuroscience
- Neuromorphic Engineering
- Research Topics
- Hardware for Artificial Intelligence
Hardware for Artificial Intelligence
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Articles
ORIGINAL RESEARCH
Published on 09 May 2022
Neural Network Training With Asymmetric Crosspoint Elements
doi 10.3389/frai.2022.891624
- 2,924 views
- 19 citations
ORIGINAL RESEARCH
Published on 11 Apr 2022
MONETA: A Processing-In-Memory-Based Hardware Platform for the Hybrid Convolutional Spiking Neural Network With Online Learning
doi 10.3389/fnins.2022.775457
- 2,465 views
- 3 citations
ORIGINAL RESEARCH
Published on 09 Dec 2021
Mapping the BCPNN Learning Rule to a Memristor Model
doi 10.3389/fnins.2021.750458
- 2,651 views
- 9 citations
REVIEW
Published on 02 Dec 2021
Brain-Inspired Hardware Solutions for Inference in Bayesian Networks
doi 10.3389/fnins.2021.728086
- 4,246 views
- 2 citations
ORIGINAL RESEARCH
Published on 22 Nov 2021
Gradient Decomposition Methods for Training Neural Networks With Non-ideal Synaptic Devices
doi 10.3389/fnins.2021.749811
- 4,471 views
- 7 citations
ORIGINAL RESEARCH
Published on 09 Sep 2021
Enabling Training of Neural Networks on Noisy Hardware
doi 10.3389/frai.2021.699148
- 12,022 views
- 22 citations
HYPOTHESIS AND THEORY
Published on 06 Sep 2021
Considerations for Neuromorphic Supercomputing in Semiconducting and Superconducting Optoelectronic Hardware
doi 10.3389/fnins.2021.732368
- 3,299 views
- 8 citations
ORIGINAL RESEARCH
Published on 03 Aug 2021
Accelerating Inference of Convolutional Neural Networks Using In-memory Computing
doi 10.3389/fncom.2021.674154
- 10,096 views
- 18 citations
ORIGINAL RESEARCH
Published on 20 Jul 2021
Always-On Sub-Microwatt Spiking Neural Network Based on Spike-Driven Clock- and Power-Gating for an Ultra-Low-Power Intelligent Device
doi 10.3389/fnins.2021.684113
- 3,555 views
- 9 citations
ORIGINAL RESEARCH
Published on 05 Jul 2021
Toward Software-Equivalent Accuracy on Transformer-Based Deep Neural Networks With Analog Memory Devices
doi 10.3389/fncom.2021.675741
- 8,856 views
- 17 citations
ORIGINAL RESEARCH
Published on 29 Jun 2021
Benchmarking Highly Parallel Hardware for Spiking Neural Networks in Robotics
doi 10.3389/fnins.2021.667011
- 3,413 views
- 7 citations
