Original Research
Published on 31 Aug 2018
Deep Supervised Learning Using Local Errors
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00608
- 10,561 views
- 90 citations
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534 articles
Original Research
Published on 29 Aug 2018
Breaking Liebig’s Law: An Advanced Multipurpose Neuromorphic Engine
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00593
- 3,583 views
- 13 citations
Original Research
Published on 29 Aug 2018
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00583
- 7,025 views
- 28 citations
Original Research
Published on 23 Aug 2018
SpiLinC: Spiking Liquid-Ensemble Computing for Unsupervised Speech and Image Recognition
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00524
- 6,863 views
- 34 citations
Original Research
Published on 14 Aug 2018
Connecting Deep Neural Networks to Physical, Perceptual, and Electrophysiological Auditory Signals
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00532
- 10,791 views
- 15 citations
Original Research
Published on 03 Aug 2018
Training Deep Spiking Convolutional Neural Networks With STDP-Based Unsupervised Pre-training Followed by Supervised Fine-Tuning
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00435
- 35,220 views
- 175 citations
Original Research
Published on 02 Jul 2018
Structural Plasticity on the SpiNNaker Many-Core Neuromorphic System
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00434
- 8,697 views
- 16 citations
Original Research
Published on 02 Jul 2018
Neuromorphic Event-Based Generalized Time-Based Stereovision
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00442
- 5,784 views
- 28 citations
Original Research
Published on 12 Jun 2018
Complexity Analysis of Iterative Basis Transformations Applied to Event-Based Signals
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00373
- 3,798 views
- 6 citations
Original Research
Published on 29 May 2018
Preferred Tempo and Low-Audio-Frequency Bias Emerge From Simulated Sub-cortical Processing of Sounds With a Musical Beat
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00349
- 6,743 views
- 22 citations
Original Research
Published on 23 May 2018
Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00331
- 43,622 views
- 840 citations
Original Research
Published on 23 May 2018
Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00291
- 35,584 views
- 136 citations
Original Research
Published on 11 Apr 2018
Event-Based Color Segmentation With a High Dynamic Range Sensor
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00135
- 5,325 views
- 12 citations
Original Research
Published on 10 Apr 2018
An FPGA-Based Massively Parallel Neuromorphic Cortex Simulator
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00213
- 11,256 views
- 49 citations
Original Research
Published on 10 Apr 2018
A FPGA Implementation of the CAR-FAC Cochlear Model
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00198
- 5,982 views
- 38 citations
Original Research
Published on 04 Apr 2018
Stochastic IMT (Insulator-Metal-Transition) Neurons: An Interplay of Thermal and Threshold Noise at Bifurcation
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2018.00210
- 4,953 views
- 35 citations