neuromorphic computing

Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks NeurIPS 2021 Sparse Spiking Gradient Descent NeurIPS 2021 Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NeurIPS 2021 Training Spiking Neural Networks with Accumulated Spiking Flow AAAI 2021 Deep Convolutional Spiking Neural Networks for Keyword Spotting Interspeech 2020 Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control CoRL 2020 Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks AAAI 2020 Event-Driven Visual-Tactile Sensing and Learning for Robots RSS 2020 New Efficient Multi-Spike Learning for Fast Processing and Robust Learning AAAI 2020 SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes ICLR 2020 Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection AAAI 2020 Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks NeurIPS 2020 Towards neuromorphic control: A spiking neural network based PID controller for UAV RSS 2020 Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019 Implementation of Boolean AND and OR Logic Gates with Biologically Reasonable Time Constants in Spiking Neural Networks AAAI 2019 Robust Sound Recognition: A Neuromorphic Approach Interspeech 2019 A Low Power, High Throughput, Fully Event-Based Stereo System CVPR 2018 A Low Power, Fully Event-Based Gesture Recognition System CVPR 2017 A neuromorphic controller for a robotic vehicle equipped with a dynamic vision sensor RSS 2017 Improving Classification Accuracy of Feedforward Neural Networks for Spiking Neuromorphic Chips IJCAI 2017 Backpropagation for Energy-Efficient Neuromorphic Computing NeurIPS 2015 Photonic Delay Systems as Machine Learning Implementations JMLR 2015 A dynamic excitatory-inhibitory network in a VLSI chip for spiking information reregistrations NeurIPS 2012 Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NeurIPS 2012 A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NeurIPS 2011