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
- 17,806 views
- 43 citations
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542 articles
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
- 13,049 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
- 6,980 views
- 31 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
- 5,822 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
- 10,654 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
- 5,584 views
- 16 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
- 8,773 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
- 7,903 views
- 47 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
- 19,134 views
- 48 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
- 8,950 views
- 37 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
- 6,788 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
- 5,958 views
- 44 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
- 6,938 views
- 36 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
- 26,621 views
- 119 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
- 9,924 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
- 19,771 views
- 79 citations