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
- 21,356 views
- 92 citations
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559 articles
articles
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
- 64,262 views
- 1,073 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
- 10,266 views
- 14 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
- 4,633 views
- 13 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
- 7,018 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
- 8,300 views
- 28 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
- 10,575 views
- 42 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
- 2,854 views
- 5 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
- 21,233 views
- 93 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
- 34,560 views
- 266 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
- 8,408 views
- 26 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
- 6,596 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
- 8,308 views
- 16 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
- 17,863 views
- 99 citations
Original Research
Published on 19 Nov 2018
A Spiking Neural Network Framework for Robust Sound Classification
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00836
- 22,905 views
- 113 citations
Original Research
Published on 16 Nov 2018
Fast Object Tracking on a Many-Core Neural Network Chip
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00841
- 5,371 views
- 10 citations
Original Research
Published on 16 Nov 2018
Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00840
- 13,088 views
- 64 citations
Original Research
Published on 13 Nov 2018
Organizing Sequential Memory in a Neuromorphic Device Using Dynamic Neural Fields
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00717
- 5,058 views
- 10 citations
Original Research
Published on 31 Oct 2018
A Neuro-Inspired System for Online Learning and Recognition of Parallel Spike Trains, Based on Spike Latency, and Heterosynaptic STDP
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00780
- 6,526 views
- 12 citations
Review
Published on 25 Oct 2018
Deep Learning With Spiking Neurons: Opportunities and Challenges
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00774
- 127,845 views
- 642 citations
Original Research
Published on 24 Oct 2018
Training LSTM Networks With Resistive Cross-Point Devices
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00745
- 5,747 views
- 46 citations
Original Research
Published on 15 Oct 2018
On Practical Issues for Stochastic STDP Hardware With 1-bit Synaptic Weights
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00665
- 10,773 views
- 55 citations
Original Research
Published on 09 Oct 2018
A Scalable FPGA Architecture for Randomly Connected Networks of Hodgkin-Huxley Neurons
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00698
- 7,075 views
- 32 citations
Original Research
Published on 09 Oct 2018
A Split-Gate Positive Feedback Device With an Integrate-and-Fire Capability for a High-Density Low-Power Neuron Circuit
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00704
- 15,362 views
- 42 citations