conftrace_

neural network dynamics

13 papers

Explore in graph

Co-occurring keywords

neural network (6616) spiking neural network (331) associative memory (41) feature learning (1311) dynamical mean field theory (3) finite width effect (1) evoked response (1) excitation inhibition (1) system safety (2) deconvolutional regression (2)

Papers

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 NIPS 2023
From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks COLT 2023
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
Biologically plausible solutions for spiking networks with efficient coding NIPS 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 NIPS 2014
Correlations strike back (again): the case of associative memory retrieval NIPS 2013
Firing rate predictions in optimal balanced networks NIPS 2013
Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics NIPS 2010
Self-organization using synaptic plasticity NIPS 2008