predictive coding

BayesPCN: A Continually Learnable Predictive Coding Associative Memory NeurIPS 2022 Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy NeurIPS 2022 Environment Predictive Coding for Visual Navigation ICLR 2022 Learning on Arbitrary Graph Topologies via Predictive Coding NeurIPS 2022 Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NeurIPS 2022 On the relationship between variational inference and auto-associative memory NeurIPS 2022 Phase transitions in when feedback is useful NeurIPS 2022 Predictive Coding beyond Gaussian Distributions NeurIPS 2022 Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? IJCAI 2022 Reverse Differentiation via Predictive Coding AAAI 2022 Associative Memories via Predictive Coding NeurIPS 2021 Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021 Deep Contextual Video Compression NeurIPS 2021 Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021 Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies Interspeech 2021 Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics NeurIPS 2021 Can the Brain Do Backpropagation? --- Exact Implementation of Backpropagation in Predictive Coding Networks NeurIPS 2020 Characterizing emergent representations in a space of candidate learning rules for deep networks NeurIPS 2020 Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL 2020 Predictive Coding for Locally-Linear Control ICML 2020 Predictive coding in balanced neural networks with noise, chaos and delays NeurIPS 2020 A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019 Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019 Listening with Great Expectations: An Investigation of Word Form Anticipations in Naturalistic Speech Interspeech 2019 Quantifying Expectation Modulation in Human Speech Processing Interspeech 2019