Yansong Chua
Orcid: 0000-0002-3133-843X
According to our database1,
Yansong Chua
authored at least 31 papers
between 2015 and 2023.
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Bibliography
2023
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2023
Emergent Bio-Functional Similarities in a Cortical-Spike-Train-Decoding Spiking Neural Network Facilitate Predictions of Neural Computation.
CoRR, 2023
Adaptive Axonal Delays in Feedforward Spiking Neural Networks for Accurate Spoken Word Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023
Modularity Facilitates Classification Performance of Spiking Neural Networks for Decoding Cortical Spike Trains.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Neuromorph. Comput. Eng., December, 2022
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022
Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
CoRR, 2021
2020
Supervised learning in spiking neural networks with synaptic delay-weight plasticity.
Neurocomputing, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Classifying Neuromorphic Datasets with Tempotron and Spike Timing Dependent Plasticity.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks.
CoRR, 2019
A Hybrid Learning Rule for Efficient and Rapid Inference with Spiking Neural Networks.
CoRR, 2019
MaD: Mapping and debugging framework for implementing deep neural network onto a neuromorphic chip with crossbar array of synapses.
CoRR, 2019
Proceedings of the Interspeech 2019, 2019
Competitive STDP-based Feature Representation Learning for Sound Event Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domain.
CoRR, 2018
A Biologically Plausible Speech Recognition Framework Based on Spiking Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Classifying Neuromorphic Data Using a Deep Learning Framework for Image Classification.
Proceedings of the 15th International Conference on Control, 2018
2017
Multiple Plasticity Mechanisms Enhance Associative Memory Retrieval in a Spiking Network Model of the Hippocampus.
Proceedings of the 2017 AAAI Spring Symposia, 2017
2016
Effects of Calcium Spikes in the Layer 5 Pyramidal Neuron on Coincidence Detection and Activity Propagation.
Frontiers Comput. Neurosci., 2016
2015
Modeling the calcium spike as a threshold triggered fixed waveform for synchronous inputs in the fluctuation regime.
Frontiers Comput. Neurosci., 2015