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
- 24,388 views
- 102 citations
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513 articles
Articles
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
- 8,899 views
- 53 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
- 18,373 views
- 60 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
- 55,244 views
- 784 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
- 8,806 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
- 3,842 views
- 11 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
- 5,853 views
- 17 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
- 6,411 views
- 23 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
- 8,698 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
- 2,248 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
- 16,190 views
- 74 citations
Review
Published on 03 Dec 2018
Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00891
- 26,775 views
- 225 citations
Original Research
Published on 30 Nov 2018
Vanadium Dioxide Circuits Emulate Neurological Disorders
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00856
- 7,061 views
- 24 citations
Original Research
Published on 21 Nov 2018
Low Cost Interconnected Architecture for the Hardware Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00857
- 5,550 views
- 17 citations
Original Research
Published on 20 Nov 2018
Efficient Synapse Memory Structure for Reconfigurable Digital Neuromorphic Hardware
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00829
- 6,873 views
- 14 citations
Original Research
Published on 20 Nov 2018
sPyNNaker: A Software Package for Running PyNN Simulations on SpiNNaker
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00816
- 14,316 views
- 80 citations