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Classifying Neuromorphic Datasets with Tempotron and Spike Timing Dependent Plasticity.

, and . IJCNN, page 1-8. IEEE, (2020)

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Competitive STDP-based Feature Representation Learning for Sound Event Classification., , , and . IJCNN, page 1-8. IEEE, (2019)Hardware-friendly Neural Network Architecture for Neuromorphic Computing., , and . CoRR, (2019)An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks., , , , , and . CoRR, (2019)Transfer Learning in General Lensless Imaging through Scattering Media., , , , , , and . CoRR, (2019)Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks., , , and . CoRR, (2022)Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks., , , , , , , , , and 1 other author(s). IEEE Trans. Neural Networks Learn. Syst., 33 (5): 1947-1958 (2022)Training Spiking Neural Networks with Local Tandem Learning., , , , , and . NeurIPS, (2022)A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks., , , , , and . IEEE Trans. Neural Networks Learn. Syst., 34 (1): 446-460 (2023)MaD: Mapping and debugging framework for implementing deep neural network onto a neuromorphic chip with crossbar array of synapses., , and . CoRR, (2019)A Biologically Plausible Speech Recognition Framework Based on Spiking Neural Networks., , and . IJCNN, page 1-8. IEEE, (2018)