conftrace_

predictive coding

49 papers

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Also known as

PC

Co-occurring keywords

neural network (6616) representation learning (6206) biologically plausible learning (15) variational autoencoder (1288) bayesian inference (1907) associative memory (41) hopfield network (31) biological plausibility (31) self-supervised learning (3777) generative model (2892)

Papers

Predictive Coding beyond Gaussian Distributions NIPS 2022
Deep Contextual Video Compression NIPS 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics NIPS 2021
Associative Memories via Predictive Coding NIPS 2021
Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies INTERSPEECH 2021
Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021
Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL 2020
Can the Brain Do Backpropagation? --- Exact Implementation of Backpropagation in Predictive Coding Networks NIPS 2020
Predictive Coding for Locally-Linear Control ICML 2020
Predictive coding in balanced neural networks with noise, chaos and delays NIPS 2020
Characterizing emergent representations in a space of candidate learning rules for deep networks NIPS 2020
Listening with Great Expectations: An Investigation of Word Form Anticipations in Naturalistic Speech INTERSPEECH 2019
Quantifying Expectation Modulation in Human Speech Processing INTERSPEECH 2019
Training a Spiking Neural Network with Equilibrium Propagation AISTATS 2019
A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019
Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019
Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization INTERSPEECH 2018
Deep Predictive Coding Network for Object Recognition ICML 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition NIPS 2018
Emergence of Vocal Developmental Sequences in a Predictive Coding Model of Speech Acquisition INTERSPEECH 2016
A mechanistic model of early sensory processing based on subtracting sparse representations NIPS 2012
Learning optimal spike-based representations NIPS 2012
Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model NIPS 2010