Emergence of grid-like representations by training recurrent neural networks to perform spatial localization

21 March 2018

Papers citing "Emergence of grid-like representations by training recurrent neural networks to perform spatial localization"

9 / 9 papers shown

Title
Sufficient conditions for offline reactivation in recurrent neural networks Nanda H. Krishna Colin Bredenberg Daniel Levenstein Blake A. Richards Guillaume Lajoie OffRL 57 3 0 22 May 2025
Spatial-aware decision-making with ring attractors in reinforcement learning systems Marcos Negre Saura Richard Allmendinger Theodore Papamarkou Wei Pan 443 0 0 17 Feb 2025
Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences Zhaoze Wang Ronald W. Di Tullio Spencer Rooke Vijay Balasubramanian KELM 47 2 0 11 Aug 2024
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 486 2,577 0 25 Jan 2016
Generative Image Modeling Using Spatial LSTMs Lucas Theis Matthias Bethge GAN VLM 64 200 0 10 Jun 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 173 1,961 0 16 Feb 2015
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 185 1,852 0 20 Dec 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 230 8,526 0 22 Mar 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 274 12,458 0 24 Jun 2012