conftrace_

ann-to-snn conversion

13 papers

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Co-occurring keywords

spiking neural network (331) energy efficiency (138) model compression (3302) neural network optimization (1293) model conversion (8) latency reduction (77) neuromorphic computing (95) energy consumption (37) threshold optimization (24) intermediate layer matching (1)

Papers

Towards Training-Free and Accurate ANN-to-SNN Conversion via Activation-Aware Redistribution AAAI 2026
Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers AAAI 2026
Spatial-Frequency Spiking Neural Network for Underwater Object Detection AAAI 2026
SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration AAAI 2026
Generalized Threshold Optimization with Harmony Multi-Threshold Neurons for Accurate ANN-to-SNN Conversion AAAI 2026
Self-Attentive Spatio-Temporal Calibration for Precise Intermediate Layer Matching in ANN-to-SNN Distillation AAAI 2025
SpikePack: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility ICCV 2025
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks AAAI 2025
Data Driven Threshold and Potential Initialization for Spiking Neural Networks AISTATS 2024
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NIPS 2024
Masked Spiking Transformer ICCV 2023
Spike-Based Anytime Perception WACV 2023
Optimized Potential Initialization for Low-Latency Spiking Neural Networks AAAI 2022