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Poster
Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning
Beren Millidge · Yuhang Song · Tommaso Salvatori · Thomas Lukasiewicz · Rafal Bogacz
Poster
Wed 7:30 Unsupervised 3D Object Learning through Neuron Activity aware Plasticity
Beomseok Kang · Biswadeep Chakraborty · Saibal Mukhopadhyay
Poster
Mon 2:30 Hebbian Deep Learning Without Feedback
Adrien Journé · Hector Garcia Rodriguez · Qinghai Guo · Timoleon Moraitis
Oral
Mon 1:30 Hebbian Deep Learning Without Feedback
Adrien Journé · Hector Garcia Rodriguez · Qinghai Guo · Timoleon Moraitis
Poster
Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs
Yu Duan · Zhongfan Jia · Qian Li · Yi Zhong · Kaisheng Ma