Yansong Chua - RankMe

47 papers A* 3A 2B 6C 1Misc 2Journal 29Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Effective methods and framework for energy-based local learning of deep neural networks. Frontiers Artif. Intell. Haibo Chen, Bangcheng Yang, Fucun He, Fei Zhou, Shuai Chen, Chunpeng Wu, Fan Li, Yansong Chua
2025	J	`jnl`	FPCS: Feature Preserving Compensated Sampling of Streaming Time Series Data. IEEE Trans. Vis. Comput. Graph. Hongyan Li, Bo Yang, Yansong Chua
2025	A*	`conf`	MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion. IJCAI Wei Hua, Chenlin Zhou, Jibin Wu, Yansong Chua, Yangyang Shu
2025	J	`jnl`	MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion. CoRR Wei Hua, Chenlin Zhou, Jibin Wu, Yansong Chua, Yangyang Shu
2025	J	`jnl`	motorSRNN: A spiking recurrent neural network inspired by brain topology for the effective and efficient decoding of cortical spike trains. Biomed. Signal Process. Control. Tengjun Liu, Yansong Chua, Yuxiao Ning, Pengfu Liu, Yiwei Zhang, Tuoru Li, Guihua Wan, Zijun Wan, Weidong Chen, Shaomin Zhang
2024	—	`conf`	Decoding Finger Velocity from Cortical Spike Trains with Recurrent Spiking Neural Networks. BioCAS Tengjun Liu, Julia Gygax, Julian Rossbroich, Yansong Chua, Shaomin Zhang, Friedemann Zenke
2024	J	`jnl`	Decoding finger velocity from cortical spike trains with recurrent spiking neural networks. CoRR Tengjun Liu, Julia Gygax, Julian Rossbroich, Yansong Chua, Shaomin Zhang, Friedemann Zenke
2024	J	`jnl`	Event-Driven Spiking Learning Algorithm Using Aggregated Labels. IEEE Trans. Neural Networks Learn. Syst. Xiurui Xie, Yansong Chua, Guisong Liu, Malu Zhang, Guangchun Luo, Huajin Tang
2024	—	`conf`	SGDG: Improving Transformer Seq2Seq Models through Span Generation and Denoise Generation. DASFAA (2) Zhenfei Yang, Beiming Yu, Chenxiao Dou, Qian Zhang, Yansong Chua
2024	Misc	`conf`	Spiking Structured State Space Model for Monaural Speech Enhancement. ICASSP Yu Du, Xu Liu, Yansong Chua
2024	J	`jnl`	Towards Open-World Mobile Manipulation in Homes: Lessons from the Neurips 2023 HomeRobot Open Vocabulary Mobile Manipulation Challenge. CoRR Sriram Yenamandra, Arun Ramachandran, Mukul Khanna, Karmesh Yadav, Jay Vakil, Andrew Melnik, Michael Büttner, Leon Harz, Lyon Brown, Gora Chand Nandi, Arjun P. S, Gaurav Kumar Yadav, Rahul Kala, Robert Haschke, Yang Luo, Jinxin Zhu, Yansen Han, Bingyi Lu, Xuan Gu, Qinyuan Liu, Yaping Zhao, Qiting Ye, Chenxiao Dou, Yansong Chua, Volodymyr Kuzma, Vladyslav Humennyy, Ruslan Partsey, Jonathan Francis, Devendra Singh Chaplot, Gunjan Chhablani, Alexander Clegg, Théophile Gervet, Vidhi Jain, Ram Ramrakhya, Andrew Szot, Austin S. Wang, Tsung-Yen Yang, Aaron Edsinger, Charles C. Kemp, Binit Shah, Zsolt Kira, Dhruv Batra, Roozbeh Mottaghi, Yonatan Bisk, Chris Paxton
2023	J	`jnl`	A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan
2023	Misc	`conf`	Adaptive Axonal Delays in Feedforward Spiking Neural Networks for Accurate Spoken Word Recognition. ICASSP Pengfei Sun, Ehsan Eqlimi, Yansong Chua, Paul Devos, Dick Botteldooren
2023	J	`jnl`	Adaptive Axonal Delays in feedforward spiking neural networks for accurate spoken word recognition. CoRR Pengfei Sun, Ehsan Eqlimi, Yansong Chua, Paul Devos, Dick Botteldooren
2023	J	`jnl`	Emergent Bio-Functional Similarities in a Cortical-Spike-Train-Decoding Spiking Neural Network Facilitate Predictions of Neural Computation. CoRR Tengjun Liu, Yansong Chua, Yiwei Zhang, Yuxiao Ning, Pengfu Liu, Guihua Wan, Zijun Wan, Shaomin Zhang, Weidong Chen
2023	—	`conf`	Modularity Facilitates Classification Performance of Spiking Neural Networks for Decoding Cortical Spike Trains. EMBC Tengjun Liu, Yuxiao Ning, Pengfu Liu, Yiwei Zhang, Yansong Chua, Weidong Chen, Shaomin Zhang
2023	J	`jnl`	Spiking Structured State Space Model for Monaural Speech Enhancement. CoRR Yu Du, Xu Liu, Yansong Chua
2022	J	`jnl`	Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks. CoRR Lei Jiang, Yongqing Liu, Shihai Xiao, Yansong Chua
2022	J	`jnl`	Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Malu Zhang, Jiadong Wang, Jibin Wu, Ammar Belatreche, Burin Amornpaisannon, Zhixuan Zhang, Venkata Pavan Kumar Miriyala, Hong Qu, Yansong Chua, Trevor E. Carlson, Haizhou Li
2022	J	`jnl`	SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks. Neuromorph. Comput. Eng. Timoleon Moraitis, Dmitry Toichkin, Adrien Journé, Yansong Chua, Qinghai Guo
2022	A*	`conf`	Training Spiking Neural Networks with Local Tandem Learning. NeurIPS Qu Yang, Jibin Wu, Malu Zhang, Yansong Chua, Xinchao Wang, Haizhou Li
2022	J	`jnl`	Training Spiking Neural Networks with Local Tandem Learning. CoRR Qu Yang, Jibin Wu, Malu Zhang, Yansong Chua, Xinchao Wang, Haizhou Li
2021	J	`jnl`	SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks. CoRR Timoleon Moraitis, Dmitry Toichkin, Yansong Chua, Qinghai Guo
2020	B	`conf`	Classifying Neuromorphic Datasets with Tempotron and Spike Timing Dependent Plasticity. IJCNN Laxmi R. Iyer, Yansong Chua
2020	A	`conf`	Fast Texture Classification Using Tactile Neural Coding and Spiking Neural Network. IROS Tasbolat Taunyazov, Yansong Chua, Ruihan Gao, Harold Soh, Yan Wu
2020	J	`jnl`	Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks. CoRR Malu Zhang, Jiadong Wang, Zhixuan Zhang, Ammar Belatreche, Jibin Wu, Yansong Chua, Hong Qu, Haizhou Li
2020	J	`jnl`	Supervised learning in spiking neural networks with synaptic delay-weight plasticity. Neurocomputing Malu Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu, Haizhou Li
2019	J	`jnl`	A Hybrid Learning Rule for Efficient and Rapid Inference with Spiking Neural Networks. CoRR Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan
2019	J	`jnl`	An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks. CoRR Zihan Pan, Yansong Chua, Jibin Wu, Malu Zhang, Haizhou Li, Eliathamby Ambikairajah
2019	B	`conf`	Competitive STDP-based Feature Representation Learning for Sound Event Classification. IJCNN Jibin Wu, Malu Zhang, Haizhou Li, Yansong Chua
2019	B	`conf`	Deep Spiking Neural Network with Spike Count based Learning Rule. IJCNN Jibin Wu, Yansong Chua, Malu Zhang, Qu Yang, Guoqi Li, Haizhou Li
2019	J	`jnl`	Deep Spiking Neural Network with Spike Count based Learning Rule. CoRR Jibin Wu, Yansong Chua, Malu Zhang, Qu Yang, Guoqi Li, Haizhou Li
2019	J	`jnl`	Hardware-friendly Neural Network Architecture for Neuromorphic Computing. CoRR Roshan Gopalakrishnan, Yansong Chua, Ashish Jith Sreejith Kumar
2019	A*	`conf`	MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons. AAAI Malu Zhang, Jibin Wu, Yansong Chua, Xiaoling Luo, Zihan Pan, Dan Liu, Haizhou Li
2019	J	`jnl`	MaD: Mapping and debugging framework for implementing deep neural network onto a neuromorphic chip with crossbar array of synapses. CoRR Roshan Gopalakrishnan, Ashish Jith Sreejith Kumar, Yansong Chua
2019	B	`conf`	Neural Population Coding for Effective Temporal Classification. IJCNN Zihan Pan, Jibin Wu, Malu Zhang, Haizhou Li, Yansong Chua
2019	J	`jnl`	Neural Population Coding for Effective Temporal Classification. CoRR Zihan Pan, Jibin Wu, Yansong Chua, Malu Zhang, Haizhou Li
2019	A	`conf`	Robust Sound Recognition: A Neuromorphic Approach. INTERSPEECH Jibin Wu, Zihan Pan, Malu Zhang, Rohan Kumar Das, Yansong Chua, Haizhou Li
2019	J	`jnl`	Transfer Learning in General Lensless Imaging through Scattering Media. CoRR Yukuan Yang, Lei Deng, Peng Jiao, Yansong Chua, Jing Pei, Cheng Ma, Guoqi Li
2018	B	`conf`	A Biologically Plausible Speech Recognition Framework Based on Spiking Neural Networks. IJCNN Jibin Wu, Yansong Chua, Haizhou Li
2018	B	`conf`	An Event-Based Cochlear Filter Temporal Encoding Scheme for Speech Signals. IJCNN Zihan Pan, Haizhou Li, Jibin Wu, Yansong Chua
2018	C	`conf`	Classifying Neuromorphic Data Using a Deep Learning Framework for Image Classification. ICARCV Roshan Gopalakrishnan, Yansong Chua, Laxmi R. Iyer
2018	J	`jnl`	Classifying neuromorphic data using a deep learning framework for image classification. CoRR Roshan Gopalakrishnan, Yansong Chua, Laxmi R. Iyer
2018	J	`jnl`	Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domain. CoRR Laxmi R. Iyer, Yansong Chua, Haizhou Li
2017	—	`conf`	Multiple Plasticity Mechanisms Enhance Associative Memory Retrieval in a Spiking Network Model of the Hippocampus. AAAI Spring Symposia Yansong Chua, Cheston Tan
2016	J	`jnl`	Effects of Calcium Spikes in the Layer 5 Pyramidal Neuron on Coincidence Detection and Activity Propagation. Frontiers Comput. Neurosci. Yansong Chua, Abigail Morrison
2015	J	`jnl`	Modeling the calcium spike as a threshold triggered fixed waveform for synchronous inputs in the fluctuation regime. Frontiers Comput. Neurosci. Yansong Chua, Moritz Helias, Abigail Morrison