feedback alignment

Constraint-Augmented Mongolian-Chinese Neural Machine Translation Based on Dynamic Feedback Alignment (Student Abstract) AAAI 2026 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization ICLR 2024 Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks ICML 2024 Pretraining with Random Noise for Fast and Robust Learning without Weight Transport NeurIPS 2024 How and When Random Feedback Works: A Case Study of Low-Rank Matrix Factorization AISTATS 2022 Align, then memorise: the dynamics of learning with feedback alignment ICML 2021 Convergence and Alignment of Gradient Descent with Random Backpropagation Weights NeurIPS 2021 Learning representations for binary-classification without backpropagation ICLR 2020 Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019 Biologically-Plausible Learning Algorithms Can Scale to Large Datasets ICLR 2019 Deep Learning without Weight Transport NeurIPS 2019 Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NeurIPS 2018 Direct Feedback Alignment Provides Learning in Deep Neural Networks NeurIPS 2016