Original Research
Published on 24 Mar 2020
Equilibrium Propagation for Memristor-Based Recurrent Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00240
- 4,769 views
- 17 citations
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513 articles
Articles
Original Research
Published on 17 Mar 2020
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00199
- 16,579 views
- 86 citations
Original Research
Published on 13 Mar 2020
Spike-Train Level Direct Feedback Alignment: Sidestepping Backpropagation for On-Chip Training of Spiking Neural Nets
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00143
- 5,880 views
- 18 citations
Original Research
Published on 06 Mar 2020
Topological Properties of Neuromorphic Nanowire Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00184
- 8,520 views
- 52 citations
Original Research
Published on 28 Feb 2020
Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00119
- 28,889 views
- 296 citations
Original Research
Published on 28 Feb 2020
Synaptic Delays for Insect-Inspired Temporal Feature Detection in Dynamic Neuromorphic Processors
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00150
- 5,475 views
- 11 citations
Original Research
Published on 26 Feb 2020
Spatial Properties of STDP in a Self-Learning Spiking Neural Network Enable Controlling a Mobile Robot
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00088
- 10,673 views
- 82 citations
Original Research
Published on 26 Feb 2020
On-Chip TaOx-Based Non-volatile Resistive Memory for in vitro Neurointerfaces
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00094
- 4,445 views
- 13 citations
Original Research
Published on 26 Feb 2020
Algorithm for Training Neural Networks on Resistive Device Arrays
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00103
- 9,150 views
- 61 citations
Original Research
Published on 20 Feb 2020
Low-Power Dynamic Object Detection and Classification With Freely Moving Event Cameras
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00135
- 8,709 views
- 14 citations
Original Research
Published on 14 Feb 2020
Boosting Throughput and Efficiency of Hardware Spiking Neural Accelerators Using Time Compression Supporting Multiple Spike Codes
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00104
- 4,559 views
- 13 citations
Original Research
Published on 28 Jan 2020
Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2020.00007
- 5,971 views
- 22 citations
Original Research
Published on 22 Jan 2020
LAO-NCS: Laser Assisted Spin Torque Nano Oscillator-Based Neuromorphic Computing System
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.01429
- 6,175 views
- 23 citations
Original Research
Published on 22 Jan 2020
An Efficient and Perceptually Motivated Auditory Neural Encoding and Decoding Algorithm for Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.01420
- 10,563 views
- 32 citations
Original Research
Published on 17 Jan 2020
Memristor-Based Edge Detection for Spike Encoded Pixels
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.01386
- 7,409 views
- 16 citations
Original Research
Published on 14 Jan 2020
A Digital Hardware System for Spiking Network of Tactile Afferents
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2019.01330
- 5,025 views
- 8 citations