Review
Published on 02 Dec 2021
Brain-Inspired Hardware Solutions for Inference in Bayesian Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.728086
- 5,206 views
- 2 citations
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513 articles
Articles
Original Research
Published on 29 Nov 2021
Markov Chain Abstractions of Electrochemical Reaction-Diffusion in Synaptic Transmission for Neuromorphic Computing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.698635
- 3,010 views
- 1 citation
Original Research
Published on 25 Nov 2021
ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.726582
- 6,052 views
- 24 citations
Original Research
Published on 22 Nov 2021
Gradient Decomposition Methods for Training Neural Networks With Non-ideal Synaptic Devices
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.749811
- 4,945 views
- 6 citations
Original Research
Published on 16 Nov 2021
A Scatter-and-Gather Spiking Convolutional Neural Network on a Reconfigurable Neuromorphic Hardware
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.694170
- 2,686 views
- 4 citations
Original Research
Published on 08 Nov 2021
Mapping Hebbian Learning Rules to Coupling Resistances for Oscillatory Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.694549
- 4,670 views
- 31 citations
Methods
Published on 04 Nov 2021
SSTDP: Supervised Spike Timing Dependent Plasticity for Efficient Spiking Neural Network Training
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.756876
- 13,429 views
- 39 citations
Original Research
Published on 29 Oct 2021
BlocTrain: Block-Wise Conditional Training and Inference for Efficient Spike-Based Deep Learning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.603433
- 2,165 views
- 1 citation
Original Research
Published on 29 Oct 2021
Characterization of Generalizability of Spike Timing Dependent Plasticity Trained Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.695357
- 2,290 views
- 8 citations
Original Research
Published on 12 Oct 2021
Emulation of Astrocyte Induced Neural Phase Synchrony in Spin-Orbit Torque Oscillator Neurons
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.699632
- 3,716 views
- 3 citations
Original Research
Published on 05 Oct 2021
Improved Visual Recognition Memory Model Based on Grid Cells for Face Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.718541
- 2,060 views
Original Research
Published on 24 Sep 2021
An Adaptive STDP Learning Rule for Neuromorphic Systems
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.741116
- 4,785 views
- 6 citations
Original Research
Published on 23 Sep 2021
Memristive Hodgkin-Huxley Spiking Neuron Model for Reproducing Neuron Behaviors
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.730566
- 14,160 views
- 17 citations
Hypothesis and Theory
Published on 06 Sep 2021
Considerations for Neuromorphic Supercomputing in Semiconducting and Superconducting Optoelectronic Hardware
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.732368
- 4,090 views
- 7 citations
Original Research
Published on 26 Aug 2021
Digital Implementation of Oscillatory Neural Network for Image Recognition Applications
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.713054
- 7,712 views
- 19 citations
Original Research
Published on 19 Aug 2021
A Brain-Inspired Homeostatic Neuron Based on Phase-Change Memories for Efficient Neuromorphic Computing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2021.709053
- 4,210 views
- 10 citations