Yanqi Chen

6 papers · 2021–2023 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) ICCV (1) ICLR (1) ICML (1) IJCAI (1)

Top co-authors

Yonghong Tian (6) Wei Fang (6) Zhaofei Yu (6) Tiejun Huang (4) Zhengyu Ma (3) Timothée Masquelier (3) Ding Chen (1) Zhaokun Zhou (1) Xiawu Zheng (1)

Research topics

Deep Learning (6) Architectures (5) Machine Learning (4) Artificial Intelligence (2) Application Areas (2) Core AI (2) Learning Types (2) Optimization & Theory · Machine Learning (2) Techniques (2) Core Methods (1) Optimization & Theory · Deep Learning (1)

Keywords

spiking neural network (4) image classification (2) neuromorphic computing (2) network pruning (1) temporal information (1) deep learning (1) neuromorphic hardware (1) l1 regularization (1) implicit optimization (1) gradient rewiring (1) sequence processing (1) sparse network (1) residual learning (1) network compression (1) gradient-based learning (1) dendritic spine (1) long-term dependencies (1) leaky integrate-and-fire (1) spike-element-wise resnet (1) parallel spiking neuron (1)

Papers

A Unified Framework for Soft Threshold Pruning ICLR 2023 Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies NeurIPS 2023 State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022 Deep Residual Learning in Spiking Neural Networks NeurIPS 2021 Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks ICCV 2021 Pruning of Deep Spiking Neural Networks through Gradient Rewiring IJCAI 2021