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Publication date Communities Collections Article title Author(s) Journal/Conference
26 Oct 2020 SERC Institute for Infocomm Research HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses Roshan Gopalakrishnan, Yansong Chua, Pengfei Sun, Ashish Jith Sreejith Kumar, Arindam Basu Frontiers in Neuroscience
17 Jul 2019 SERC Institute for Infocomm Research MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons Yansong Chua AAAI Conference on Artificial Intelligence (AAAI)
14 Jul 2019 SERC Institute for Infocomm Research Neural Population Coding for Effective Temporal Classification Yansong Chua IJCNN
8 Jul 2019 SERC Institute for Infocomm Research Competitive STDP-based Feature Representation Learning for Sound Event Classification Yansong Chua IJCNN
15 Feb 2019 SERC Institute for Infocomm Research Deep Spiking Neural Network with Spike Count based Learning Rule Yansong Chua The International Joint Conference on Neural Networks (IJCNN)
19 Nov 2018 SERC Institute for Infocomm Research A Spiking Neural Network Framework for Robust Sound Classification Yansong Chua Frontiers in Neuroscience
18 Nov 2018 SERC Institute for Infocomm Research Classifying Neuromorphic Data Using a Deep Learning Framework for Image Classification Roshan Gopalakrishnan, Yansong Chua, Laxmi R Iyer 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV)
15 Oct 2018 SERC Institute for Infocomm Research A Biologically Plausible Speech Recognition Framework Based on Spiking Neural Networks Yansong Chua International Joint Conference on Neural Networks (IJCNN)
8 Jul 2018 SERC Institute for Infocomm Research An Event-Based Cochlear Filter Temporal Encoding Scheme for Speech Signals Yansong Chua The International Joint Conference on Neural Networks (IJCNN)