Original Research
Published on 21 May 2019
Neuromorphic Hardware Learns to Learn
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00483
- 18,625 views
- 47 citations
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534 articles
Original Research
Published on 26 Apr 2019
A Soft-Pruning Method Applied During Training of Spiking Neural Networks for In-memory Computing Applications
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00405
- 8,703 views
- 36 citations
Original Research
Published on 24 Apr 2019
Memory-Efficient Synaptic Connectivity for Spike-Timing- Dependent Plasticity
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00357
- 6,569 views
- 24 citations
Original Research
Published on 27 Mar 2019
A Delay Learning Algorithm Based on Spike Train Kernels for Spiking Neurons
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00252
- 5,780 views
- 43 citations
Technology Report
Published on 26 Mar 2019
SpiNNTools: The Execution Engine for the SpiNNaker Platform
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00231
- 6,519 views
- 35 citations
Original Research
Published on 26 Mar 2019
Demonstrating Advantages of Neuromorphic Computation: A Pilot Study
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00260
- 25,837 views
- 116 citations
Original Research
Published on 19 Mar 2019
ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00189
- 9,603 views
- 57 citations
Original Research
Published on 19 Mar 2019
A Tutorial on Auditory Attention Identification Methods
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00153
- 19,355 views
- 73 citations
Original Research
Published on 07 Mar 2019
Going Deeper in Spiking Neural Networks: VGG and Residual Architectures
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00095
- 58,915 views
- 934 citations
Original Research
Published on 22 Feb 2019
REMODEL: Rethinking Deep CNN Models to Detect and Count on a NeuroSynaptic System
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00004
- 9,122 views
- 10 citations
Original Research
Published on 12 Feb 2019
FLGR: Fixed Length Gists Representation Learning for RNN-HMM Hybrid-Based Neuromorphic Continuous Gesture Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00073
- 4,085 views
- 12 citations
Original Research
Published on 05 Feb 2019
Information-Theoretic Intrinsic Plasticity for Online Unsupervised Learning in Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00031
- 6,131 views
- 19 citations
Original Research
Published on 17 Jan 2019
Investigation of Event-Based Surfaces for High-Speed Detection, Unsupervised Feature Extraction, and Object Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.01047
- 6,891 views
- 27 citations
Original Research
Published on 08 Jan 2019
Sparse Computation in Adaptive Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00987
- 9,314 views
- 39 citations
Correction
Published on 07 Jan 2019
Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00991
- 2,478 views
- 4 citations
Original Research
Published on 12 Dec 2018
GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00941
- 17,723 views
- 85 citations