conftrace_

neuromorphic hardware

26 papers

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Co-occurring keywords

spiking neural network (331) neuromorphic computing (95) direct training (4) surrogate gradient (31) adversarial attack (1621) artificial neural network (27) inference latency (72) event-driven processing (5) rate coding (5) attention mechanism (4001)

Papers

Spikingformer: A Key Foundation Model for Spiking Neural Networks AAAI 2026
HypoxSpike: Ternary Spiking Neural Network for Opioid Overdose Detection AAAI 2026
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention CVPR 2025
Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024
Memory-Efficient Reversible Spiking Neural Networks AAAI 2024
Enhancing Training of Spiking Neural Network with Stochastic Latency AAAI 2024
Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023
Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion IJCAI 2022
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022
Recent Advances and New Frontiers in Spiking Neural Networks IJCAI 2022
Online Training Through Time for Spiking Neural Networks NIPS 2022
Going Deeper With Directly-Trained Larger Spiking Neural Networks AAAI 2021
HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise ICCV 2021
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks AAAI 2021
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NIPS 2021
Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks NIPS 2021
Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance AAAI 2021
Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks AAAI 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
Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019
Jointly Learning Network Connections and Link Weights in Spiking Neural Networks IJCAI 2018
Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks NIPS 2018
Short-Term Depression in VLSI Stochastic Synapse NIPS 2008