Workshop

Exact Gradient Computation for Spiking Neural Networks
Jane Lee · Saeid Haghighatshoar · Amin Karbasi

Poster

Wed 9:00

Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers
Ganchao Wei · Ian H Stevenson · Xiaojing Wang

Poster

IM-Loss: Information Maximization Loss for Spiking Neural Networks
Yufei Guo · Yuanpei Chen · Liwen Zhang · Xiaode Liu · Yinglei Wang · Xuhui Huang · Zhe Ma

Panel

Thu 17:15

Panel 6A-1: Exploring Example Influence… & Training Spiking Neural…
Qu Yang · Qing Sun

Poster

Tue 9:00

LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout
SIQI WANG · Tee Hiang Cheng · Meng-Hiot Lim

Poster

Tue 9:00

GraphQNTK: Quantum Neural Tangent Kernel for Graph Data
Yehui Tang · Junchi Yan

Poster

Tue 9:00

Toward Robust Spiking Neural Network Against Adversarial Perturbation
LING LIANG · Kaidi Xu · Xing Hu · Lei Deng · Yuan Xie

Poster

GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
Xingting Yao · Fanrong Li · Zitao Mo · Jian Cheng

Workshop

Indiscriminate Data Poisoning Attacks on Neural Networks
Yiwei Lu · Gautam Kamath · Yaoliang Yu

Poster

Training Spiking Neural Networks with Event-driven Backpropagation
Yaoyu Zhu · Zhaofei Yu · Wei Fang · Xiaodong Xie · Tiejun Huang · Timothée Masquelier

Poster

Tue 9:00

Biologically plausible solutions for spiking networks with efficient coding
Veronika Koren · Stefano Panzeri

Affinity Workshop

Neural Collaborative Filtering to Predict Human Contact with Large-Scale GPS data
Jorge Barreras Cortes