conftrace_

membrane potential

24 papers

Explore in graph

Also known as

MP

Co-occurring keywords

spiking neural network (331) surrogate gradient (31) energy efficiency (138) ann-snn conversion (15) neuromorphic computing (95) spiking neuron (36) generalized linear model (138) gradient vanishing (29) low latency (62) speech recognition (1226)

Papers

Stabilizing Direct Training of Spiking Neural Networks: Membrane Potential Initialization and Threshold-robust Surrogate Gradient WACV 2026
Optimization Method for Surrogate Function in Spiking Neural Networks Based on Membrane Potential Distribution AAAI 2026
Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics IJCAI 2025
ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks IJCAI 2025
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks NIPS 2024
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model NIPS 2024
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor NIPS 2024
Learning a Spiking Neural Network for Efficient Image Deraining IJCAI 2024
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks ICCV 2023
Learnable Surrogate Gradient for Direct Training Spiking Neural Networks IJCAI 2023
Efficient Converted Spiking Neural Network for 3D and 2D Classification ICCV 2023
Membrane Potential Batch Normalization for Spiking Neural Networks ICCV 2023
Inherent Redundancy in Spiking Neural Networks ICCV 2023
Reducing ANN-SNN Conversion Error through Residual Membrane Potential AAAI 2023
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning AAAI 2022
Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network CVPR 2022
Optimized Potential Initialization for Low-Latency Spiking Neural Networks AAAI 2022
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network CVPR 2020
Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons IJCAI 2019
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons AAAI 2019
Inferring synaptic conductances from spike trains with a biophysically inspired point process model NIPS 2014
From Stochastic Nonlinear Integrate-and-Fire to Generalized Linear Models NIPS 2011
Know Thy Neighbour: A Normative Theory of Synaptic Depression NIPS 2009
Predicting spike times from subthreshold dynamics of a neuron NIPS 2006