Spiking representation learning for associative memories

5 June 2024

Papers citing "Spiking representation learning for associative memories"

14 / 14 papers shown

Title
Associative Memories in the Feature Space Tommaso Salvatori Beren Millidge Yuhang Song Rafal Bogacz Thomas Lukasiewicz 52 1 0 16 Feb 2024
Benchmarking Hebbian learning rules for associative memory A. Lansner Naresh B. Ravichandran Pawel Herman 57 4 0 30 Dec 2023
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 65 123 0 08 Dec 2023
Spiking neural networks with Hebbian plasticity for unsupervised representation learning Naresh B. Ravichandran A. Lansner Pawel Herman SSL 26 4 0 05 May 2023
Competitive learning to generate sparse representations for associative memory Luis Sa-Couto Andreas Wichert 58 6 0 05 Jan 2023
Associative Memories via Predictive Coding Tommaso Salvatori Yuhang Song Yujian Hong Simon Frieder Lei Sha Zhenghua Xu Rafal Bogacz Thomas Lukasiewicz 58 64 0 16 Sep 2021
Brain-Inspired Learning on Neuromorphic Substrates Friedemann Zenke Emre Neftci 88 90 0 22 Oct 2020
Event-Based Backpropagation can compute Exact Gradients for Spiking Neural Networks Timo C. Wunderlich Christian Pehle 76 120 0 17 Sep 2020
Surrogate gradients for analog neuromorphic computing Benjamin Cramer Sebastian Billaudelle Simeon Kanya Aron Leibfried Andreas Grubl ... Korbinian Schreiber Yannik Stradmann Johannes Weis Johannes Schemmel Friedemann Zenke 73 107 0 12 Jun 2020
Learning representations in Bayesian Confidence Propagation neural networks Naresh B. Ravichandran A. Lansner Pawel Herman BDL SSL 45 14 0 27 Mar 2020
Going in circles is the way forward: the role of recurrence in visual inference R. S. V. Bergen N. Kriegeskorte 55 82 0 26 Mar 2020
Recurrence is required to capture the representational dynamics of the human visual system Tim C Kietzmann Courtney J. Spoerer Lynn K. A. Sörensen Radoslaw Martin Cichy O. Hauk N. Kriegeskorte 53 339 0 14 Mar 2019
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 261 12,439 0 24 Jun 2012
Sparse neural networks with large learning diversity Vincent Gripon C. Berrou 100 161 0 21 Feb 2011