conftrace_

energy efficiency

138 papers

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Co-occurring keywords

spiking neural network (331) model compression (3302) neuromorphic computing (95) neural network optimization (1293) convolutional neural network (4226) edge computing (210) object detection (2762) image classification (1944) reinforcement learning (4352) energy consumption (37)

Papers

Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid, and Energy-Efficient Keyword Spotting INTERSPEECH 2024
Spiking Graph Neural Network on Riemannian Manifolds NIPS 2024
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization CVPR 2024
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NIPS 2024
One-step Spiking Transformer with a Linear Complexity IJCAI 2024
Linearised data-driven LSTM-based control of multi-input HVAC systems L4DC 2024
QKFormer: Hierarchical Spiking Transformer using Q-K Attention NIPS 2024
Learning a Spiking Neural Network for Efficient Image Deraining IJCAI 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework NIPS 2024
Spiking Transformer with Experts Mixture NIPS 2024
BOLD: Boolean Logic Deep Learning NIPS 2024
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ACL 2024
SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks CVPR 2024
Deep Directly-Trained Spiking Neural Networks for Object Detection ICCV 2023
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023
Adaptive Smoothing Gradient Learning for Spiking Neural Networks ICML 2023
EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks NIPS 2023
Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency ACML 2023
Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training NSDI 2023
A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning IJCAI 2023
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost IJCAI 2023
Full Scaling Automation for Sustainable Development of Green Data Centers IJCAI 2023
FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs ICCV 2023
Membrane Potential Batch Normalization for Spiking Neural Networks ICCV 2023