conftrace_

spiking neural network

331 papers

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Also known as

SNN

Co-occurring keywords

neuromorphic computing (95) energy efficiency (138) surrogate gradient (31) neuromorphic hardware (26) image classification (1944) membrane potential (24) artificial neural network (27) event camera (289) attention mechanism (4001) ann-snn conversion (15)

Papers

Event-Based Synthetic Aperture Imaging With a Hybrid Network CVPR 2021
Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021
Event-based Action Recognition Using Motion Information and Spiking Neural Networks IJCAI 2021
Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021
Backpropagated Neighborhood Aggregation for Accurate Training of Spiking Neural Networks ICML 2021
Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance AAAI 2021
Training Spiking Neural Networks with Accumulated Spiking Flow AAAI 2021
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks AAAI 2021
Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021
A sampling-based circuit for optimal decision making NIPS 2021
HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise ICCV 2021
Event Stream Super-Resolution via Spatiotemporal Constraint Learning ICCV 2021
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning IJCAI 2021
Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control CORL 2020
Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network IJCAI 2020
LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition IJCAI 2020
Deep Convolutional Spiking Neural Networks for Keyword Spotting INTERSPEECH 2020
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection AAAI 2020
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network CVPR 2020
Retina-Like Visual Image Reconstruction via Spiking Neural Model CVPR 2020
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing AAAI 2020
Towards neuromorphic control: A spiking neural network based PID controller for UAV RSS 2020
Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks NIPS 2020
Understanding spiking networks through convex optimization NIPS 2020
New Efficient Multi-Spike Learning for Fast Processing and Robust Learning AAAI 2020