neural network dynamics

JoMA: Demystifying Multilayer Transformers via Joint Dynamics of MLP and Attention ICLR 2024 System-level safety guard: Safe tracking control through uncertain neural network dynamics models L4DC 2024 Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks NeurIPS 2023 From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks COLT 2023 Biologically plausible solutions for spiking networks with efficient coding NeurIPS 2022 Multi-scale Feature Learning Dynamics: Insights for Double Descent ICML 2022 Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models ICML 2022 CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021 Dynamics of Deep Neural Networks and Neural Tangent Hierarchy ICML 2020 A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System NeurIPS 2014 Correlations strike back (again): the case of associative memory retrieval NeurIPS 2013 Firing rate predictions in optimal balanced networks NeurIPS 2013 Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics NeurIPS 2010 Self-organization using synaptic plasticity NeurIPS 2008