conftrace_

biologically plausible learning

15 papers

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Co-occurring keywords

neural network (6616) predictive coding (49) target propagation (8) feedback alignment (10) biologically plausible (10) neural network optimization (1293) neural network training (309) credit assignment (112) difference target propagation (3) biological plausibility (31)

Papers

Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NIPS 2024
Biologically Inspired Learning Model for Instructed Vision NIPS 2024
Fixed-Weight Difference Target Propagation AAAI 2023
Learning on Arbitrary Graph Topologies via Predictive Coding NIPS 2022
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules NIPS 2022
On the Stability and Scalability of Node Perturbation Learning NIPS 2022
Reverse Differentiation via Predictive Coding AAAI 2022
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NIPS 2022
MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents NIPS 2021
GAIT-prop: A biologically plausible learning rule derived from backpropagation of error NIPS 2020
Learning to Learn with Feedback and Local Plasticity NIPS 2020
Deep Learning without Weight Transport NIPS 2019
Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019
Direct Feedback Alignment Provides Learning in Deep Neural Networks NIPS 2016
Neurally Plausible Reinforcement Learning of Working Memory Tasks NIPS 2012