Original Research
Published on 13 Aug 2019
A Swarm Optimization Solver Based on Ferroelectric Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00855
- 7,501 views
- 20 citations
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534 articles
Original Research
Published on 09 Aug 2019
A Hardware Implementation of SNN-Based Spatio-Temporal Memory Model
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00835
- 4,327 views
- 11 citations
Original Research
Published on 06 Aug 2019
Unsupervised Learning on Resistive Memory Array Based Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00812
- 9,347 views
- 65 citations
Original Research
Published on 06 Aug 2019
Streaming Batch Eigenupdates for Hardware Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00793
- 4,016 views
- 8 citations
Original Research
Published on 30 Jul 2019
RAPA-ConvNets: Modified Convolutional Networks for Accelerated Training on Architectures With Analog Arrays
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.00753
- 2,932 views
- 9 citations
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
- 6,685 views
- 15 citations
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
- 23,178 views
- 107 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
- 15,936 views
- 46 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
- 17,339 views
- 41 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
- 12,086 views
- 18 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
- 6,746 views
- 30 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
- 5,691 views
- 17 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
- 10,351 views
- 65 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
- 5,459 views
- 15 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
- 8,164 views
- 50 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
- 7,616 views
- 47 citations