Original Research
Published on 08 Nov 2016
Training Deep Spiking Neural Networks Using Backpropagation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00508
- 93,402 views
- 863 citations
8 articles related to "Deep Spiking Neural Networks"
Articles
Original Research
Published on 17 Mar 2020
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00199
- 20,773 views
- 123 citations
Original Research
Published on 11 Aug 2023
SPIDEN: deep Spiking Neural Networks for efficient image denoising
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2023.1224457
- 4,925 views
- 7 citations
Original Research
Published on 09 Dec 2021
Revisiting Batch Normalization for Training Low-Latency Deep Spiking Neural Networks From Scratch
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.773954
- 12,939 views
- 175 citations
Original Research
Published on 27 Jan 2026
Astrocyte-gated multi-timescale plasticity for online continual learning in deep spiking neural networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1768235
- 1,105 views
Original Research
Published on 05 Feb 2025
Scalable network emulation on analog neuromorphic hardware
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2024.1523331
- 2,819 views
- 1 citation
Original Research
Published on 30 Jun 2020
Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00653
- 10,479 views
- 115 citations
Original Research
Published on 07 Apr 2022
ACE-SNN: Algorithm-Hardware Co-design of Energy-Efficient & Low-Latency Deep Spiking Neural Networks for 3D Image Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2022.815258
- 8,834 views
- 31 citations