Original Research
Published on 23 Jul 2019
Sparse Coding Using the Locally Competitive Algorithm on the TrueNorth Neurosynaptic System
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00754
- 6,092 views
- 9 citations
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513 articles
Articles
Technology Report
Published on 12 Jul 2019
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per Neuron
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00625
- 22,167 views
- 100 citations
Original Research
Published on 04 Jul 2019
Deep Liquid State Machines With Neural Plasticity for Video Activity Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00686
- 15,309 views
- 41 citations
Original Research
Published on 03 Jul 2019
Constructing an Associative Memory System Using Spiking Neural Network
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00650
- 16,190 views
- 37 citations
Review
Published on 27 Jun 2019
Making BREAD: Biomimetic Strategies for Artificial Intelligence Now and in the Future
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00666
- 10,539 views
- 17 citations
Original Research
Published on 27 Jun 2019
A Spike Time-Dependent Online Learning Algorithm Derived From Biological Olfaction
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00656
- 6,414 views
- 23 citations
Original Research
Published on 18 Jun 2019
Synthesizing Images From Spatio-Temporal Representations Using Spike-Based Backpropagation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00621
- 5,384 views
- 15 citations
Original Research
Published on 12 Jun 2019
Simulation of Inference Accuracy Using Realistic RRAM Devices
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00593
- 9,775 views
- 62 citations
Original Research
Published on 06 Jun 2019
First Error-Based Supervised Learning Algorithm for Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00559
- 5,224 views
- 13 citations
Original Research
Published on 28 May 2019
Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00504
- 7,551 views
- 43 citations
Original Research
Published on 24 May 2019
Direct Feedback Alignment With Sparse Connections for Local Learning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00525
- 7,182 views
- 39 citations
Original Research
Published on 21 May 2019
Neuromorphic Hardware Learns to Learn
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00483
- 17,836 views
- 40 citations
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
- 8,234 views
- 32 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
- 6,148 views
- 21 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
- 5,432 views
- 39 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
- 5,778 views
- 33 citations