Zongpeng Zhang

4 papers · 2021–2024 · 3 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

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AISTATS (1) ICLR (1)

Top co-authors

Zhouchen Lin (4) Qingyan Meng (3) Mingqing Xiao (3) Di He (2) Xingyu Xie (1) Qiuhao Wang (1) Yisen Wang (1) Zenan Ling (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (4) Optimization & Theory · Machine Learning (3) Core Methods (2) Learning Types · Machine Learning (2) Application Areas (1) Learning Types · Deep Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

spiking neural network (3) hebbian learning (2) neuromorphic computing (2) implicit differentiation (2) neuromorphic hardware (2) neural network optimization (1) gradient descent (1) weight sharing (1) linear convergence (1) feedback connections (1) deep equilibrium model (1) backpropagation through time (1) surrogate gradient (1) weight tying (1) equilibrium state (1) surrogate derivative (1) continual learning (1) feedback spiking neural network (1) catastrophic forgetting (1) online learning (1)

Papers

Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks ICLR 2024 Global Convergence of Over-parameterized Deep Equilibrium Models AISTATS 2023 Online Training Through Time for Spiking Neural Networks NeurIPS 2022 Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NeurIPS 2021