Original Research
Published on 08 Nov 2016
Training Deep Spiking Neural Networks Using Backpropagation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00508
- 92,165 views
- 846 citations
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559 articles
articles
Original Research
Published on 04 Nov 2016
An Event-Based Neurobiological Recognition System with Orientation Detector for Objects in Multiple Orientations
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00498
- 4,415 views
- 6 citations
Technology Report
Published on 03 Nov 2016
Spiking Neural Networks Based on OxRAM Synapses for Real-Time Unsupervised Spike Sorting
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00474
- 9,955 views
- 71 citations
Original Research
Published on 02 Nov 2016
Benchmarking Spike-Based Visual Recognition: A Dataset and Evaluation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00496
- 11,504 views
- 31 citations
Original Research
Published on 27 Oct 2016
Sound Source Localization through 8 MEMS Microphones Array Using a Sand-Scorpion-Inspired Spiking Neural Network
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00479
- 9,031 views
- 7 citations
Original Research
Published on 25 Oct 2016
Analog Memristive Synapse in Spiking Networks Implementing Unsupervised Learning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00482
- 14,172 views
- 174 citations
Original Research
Published on 14 Sep 2016
Synapse-Centric Mapping of Cortical Models to the SpiNNaker Neuromorphic Architecture
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00420
- 6,331 views
- 21 citations
Original Research
Published on 31 Aug 2016
Event-Based Tone Mapping for Asynchronous Time-Based Image Sensor
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00391
- 8,130 views
- 10 citations
Data Report
Published on 31 Aug 2016
DVS Benchmark Datasets for Object Tracking, Action Recognition, and Object Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00405
- 24,217 views
- 107 citations
Original Research
Published on 21 Jul 2016
Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00333
- 33,877 views
- 450 citations
Original Research
Published on 29 Jun 2016
Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00241
- 16,155 views
- 127 citations
Original Research
Published on 23 May 2016
Leaky Integrate-and-Fire Neuron Circuit Based on Floating-Gate Integrator
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00212
- 21,823 views
- 70 citations
Editorial
Published on 19 May 2016
Editorial: Synaptic Plasticity for Neuromorphic Systems
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00214
- 4,681 views
- 9 citations
Original Research
Published on 18 May 2016
An Event-Based Solution to the Perspective-n-Point Problem
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00208
- 10,203 views
- 13 citations
Original Research
Published on 13 May 2016
Simple Cortical and Thalamic Neuron Models for Digital Arithmetic Circuit Implementation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00181
- 6,131 views
- 20 citations
Original Research
Published on 28 Apr 2016
Skimming Digits: Neuromorphic Classification of Spike-Encoded Images
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00184
- 8,390 views
- 44 citations
Original Research
Published on 25 Apr 2016
Evaluation of Event-Based Algorithms for Optical Flow with Ground-Truth from Inertial Measurement Sensor
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00176
- 19,272 views
- 103 citations
Original Research
Published on 31 Mar 2016
Multiclass Classification by Adaptive Network of Dendritic Neurons with Binary Synapses Using Structural Plasticity
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00113
- 5,218 views
- 12 citations
Original Research
Published on 30 Mar 2016
Solving Constraint Satisfaction Problems with Networks of Spiking Neurons
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00118
- 15,434 views
- 73 citations
Mini Review
Published on 29 Mar 2016
A Review of Current Neuromorphic Approaches for Vision, Auditory, and Olfactory Sensors
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00115
- 22,595 views
- 91 citations
Original Research
Published on 18 Mar 2016
Bayesian Estimation and Inference Using Stochastic Electronics
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00104
- 7,495 views
- 31 citations
Original Research
Published on 08 Mar 2016
Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00056
- 16,674 views
- 231 citations
Original Research
Published on 23 Feb 2016
A Dataset for Visual Navigation with Neuromorphic Methods
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00049
- 11,157 views
- 42 citations
Original Research
Published on 23 Feb 2016
Emulating the Electrical Activity of the Neuron Using a Silicon Oxide RRAM Cell
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2016.00057
- 16,679 views
- 124 citations