neuromorphic computing

95 papers

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Co-occurring keywords

spiking neural network (331) energy efficiency (137) neuromorphic hardware (26) surrogate gradient (31) attention mechanism (3975) event camera (289) event-based vision (51) spiking neuron (35) image classification (1943) membrane potential (24)

Papers

Spike-based Neuromorphic Model for Sound Source Localization NIPS 2024

Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024

One-step Spiking Transformer with a Linear Complexity IJCAI 2024

PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond NIPS 2024

Neuromorphic Keyword Spotting with Pulse Density Modulation MEMS Microphones INTERSPEECH 2024

Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023

Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks IJCAI 2023

Astromorphic Self-Repair of Neuromorphic Hardware Systems AAAI 2023

Reducing ANN-SNN Conversion Error through Residual Membrane Potential AAAI 2023

Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks ICCV 2023

Evolving Connectivity for Recurrent Spiking Neural Networks NIPS 2023

Online learning of long-range dependencies NIPS 2023

SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow ICCV 2023

Towards Two-point Neuron-inspired Energy-efficient Multimodal Open Master Hearing Aid INTERSPEECH 2023

Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition NIPS 2023

Spike-Based Anytime Perception WACV 2023

Dynamics-inspired Neuromorphic Visual Representation Learning ICML 2023

Direct Training of SNN using Local Zeroth Order Method NIPS 2023

Spike Count Maximization for Neuromorphic Vision Recognition IJCAI 2023

Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023

Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network CVPR 2022

Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations NIPS 2022

Spiking Graph Convolutional Networks IJCAI 2022

Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning AAAI 2022

Training Spiking Neural Networks with Local Tandem Learning NIPS 2022