| Rectified linear postsynaptic potential function for backpropagation in deep spiking neural networks M Zhang, J Wang, J Wu, A Belatreche, B Amornpaisannon, Z Zhang, ... IEEE transactions on neural networks and learning systems 33 (5), 1947-1958, 2021 | 161* | 2021 |
| A tandem learning rule for effective training and rapid inference of deep spiking neural networks J Wu, Y Chua, M Zhang, G Li, H Li, KC Tan IEEE Transactions on Neural Networks and Learning Systems 34 (1), 446-460, 2021 | 155 | 2021 |
| A spiking neural network framework for robust sound classification J Wu, Y Chua, M Zhang, H Li, KC Tan Frontiers in neuroscience 12, 379777, 2018 | 104 | 2018 |
| Deep spiking neural network with spike count based learning rule J Wu, Y Chua, M Zhang, Q Yang, G Li, H Li 2019 International Joint Conference on Neural Networks (IJCNN), 1-6, 2019 | 72 | 2019 |
| A biologically plausible speech recognition framework based on spiking neural networks J Wu, Y Chua, H Li 2018 international joint conference on neural networks (IJCNN), 1-8, 2018 | 59 | 2018 |
| Is neuromorphic mnist neuromorphic? analyzing the discriminative power of neuromorphic datasets in the time domain LR Iyer, Y Chua, H Li Frontiers in neuroscience 15, 608567, 2021 | 54 | 2021 |
| Supervised learning in spiking neural networks with synaptic delay-weight plasticity M Zhang, J Wu, A Belatreche, Z Pan, X Xie, Y Chua, G Li, H Qu, H Li Neurocomputing 409, 103-118, 2020 | 47 | 2020 |
| Neural population coding for effective temporal classification Z Pan, J Wu, M Zhang, H Li, Y Chua 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 47 | 2019 |
| An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks Z Pan, Y Chua, J Wu, M Zhang, H Li, E Ambikairajah Frontiers in neuroscience 13, 493280, 2020 | 41 | 2020 |
| Mpd-al: an efficient membrane potential driven aggregate-label learning algorithm for spiking neurons M Zhang, J Wu, Y Chua, X Luo, Z Pan, D Liu, H Li Proceedings of the AAAI conference on artificial intelligence 33 (01), 1327-1334, 2019 | 41 | 2019 |
| Training spiking neural networks with local tandem learning Q Yang, J Wu, M Zhang, Y Chua, X Wang, H Li Advances in Neural Information Processing Systems 35, 12662-12676, 2022 | 28 | 2022 |
| An event-based cochlear filter temporal encoding scheme for speech signals Z Pan, H Li, J Wu, Y Chua 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 22 | 2018 |
| Hfnet: A cnn architecture co-designed for neuromorphic hardware with a crossbar array of synapses R Gopalakrishnan, Y Chua, P Sun, AJ Sreejith Kumar, A Basu Frontiers in neuroscience 14, 510378, 2020 | 20 | 2020 |
| Fast texture classification using tactile neural coding and spiking neural network T Taunyazov, Y Chua, R Gao, H Soh, Y Wu 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 20 | 2020 |
| Classifying neuromorphic datasets with tempotron and spike timing dependent plasticity LR Iyer, Y Chua 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 18 | 2020 |
| Diversity of subtidal benthic and hard coral communities on sloping and vertical seawalls in Singapore YP Kikuzawa, CSL Ng, TC Toh, SQ Sam, YL Lee, PL Loo, YZ Chua, ... Marine Biodiversity 50, 1-14, 2020 | 15 | 2020 |
| Softhebb: Bayesian inference in unsupervised hebbian soft winner-take-all networks T Moraitis, D Toichkin, A Journé, Y Chua, Q Guo Neuromorphic Computing and Engineering 2 (4), 044017, 2022 | 13 | 2022 |
| Robust Sound Recognition: A Neuromorphic Approach. J Wu, Z Pan, M Zhang, RK Das, Y Chua, H Li Interspeech, 3667-3668, 2019 | 11 | 2019 |
| Classifying neuromorphic data using a deep learning framework for image classification R Gopalakrishnan, Y Chua, LR Iyer 2018 15th international conference on control, automation, robotics and …, 2018 | 10 | 2018 |
| Transfer learning in general lensless imaging through scattering media Y Yang, L Deng, P Jiao, Y Chua, J Pei, C Ma, G Li 2020 15th IEEE Conference on Industrial Electronics and Applications (ICIEA …, 2020 | 9 | 2020 |
