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attractor dynamics

10 papers

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Co-occurring keywords

recurrent neural network (1790) neural network (6616) continuous attractor (6) continuous attractor neural network (4) dynamical system (398) neural dynamics (33) neural population encoding (1) generalization ability (82) biological plausibility (31) synaptic depression (2)

Papers

Rectified Lagrangian for Out-of-Distribution Detection in Modern Hopfield Networks AAAI 2025
The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation NIPS 2023
Biological learning in key-value memory networks NIPS 2021
Learning rule influences recurrent network representations but not attractor structure in decision-making tasks NIPS 2021
Reinforcing Neural Network Stability with Attractor Dynamics AAAI 2020
Beyond exploding and vanishing gradients: analysing RNN training using attractors and smoothness AISTATS 2020
Learning Attractor Dynamics for Generative Memory NIPS 2018
A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System NIPS 2014
Attractor Dynamics with Synaptic Depression NIPS 2010
Tracking Changing Stimuli in Continuous Attractor Neural Networks NIPS 2008