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Publications by Renqian Zhang

Spike-Train Level Direct Feedback Alignment: Sidestepping Backpropagation for On-Chip Training of Spiking Neural Nets

Frontiers in Neuroscience

English

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Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures

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Effects of Spike Anticipation on the Spiking Dynamics of Neural Networks

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Corrigendum: Spiking Neural Networks Based on OxRAM Synapses for Real-Time Unsupervised Spike Sorting

Frontiers in Neuroscience

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Inferring and Validating Mechanistic Models of Neural Microcircuits Based on Spike-Train Data

Nature Communications

Molecular Biology

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An Efficient Supervised Training Algorithm for Multilayer Spiking Neural Networks

Multidisciplinary

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An Unsupervised Method for On-Chip Neural Spike Detection in Multi-Electrode Recording Systems

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Training Spiking Neural Models Using Artificial Bee Colony

Computational Intelligence and Neuroscience

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Parallel Backpropagation Neural Network Training Techniques Using Graphics Processing Unit

International Journal of Advanced Computer Science and Applications

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Memory Efficient On-Line Streaming for Multichannel Spike Train Analysis

English