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Deep Predictive Coding Network for Object Recognition

13 February 2018

Haiguang Wen

Kuan Han

Zhongming Liu

Papers citing "Deep Predictive Coding Network for Object Recognition"

24 / 24 papers shown

Title
Learning Object-Centric Representation via Reverse Hierarchy Guidance Junhong Zou Xiangyu Zhu Zhaoxiang Zhang Zhen Lei BDL ObjD OCL 76 0 0 17 May 2024
Self-Supervised Predictive Learning: A Negative-Free Method for Sound Source Localization in Visual Scenes Zengjie Song Yuxi Wang Junsong Fan Tieniu Tan Zhaoxiang Zhang SSL 69 43 0 25 Mar 2022
Cognitive Coding of Speech Reza Lotfidereshgi P. Gournay 60 5 0 08 Oct 2021
Predictive Coding: a Theoretical and Experimental Review Beren Millidge A. Seth Christopher L. Buckley AI4CE 86 134 0 27 Jul 2021
On the role of feedback in visual processing: a predictive coding perspective A. Alamia Milad Mozafari Bhavin Choksi Rufin VanRullen 36 5 0 08 Jun 2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics Bhavin Choksi Milad Mozafari Callum Biggs O'May Benjamin Ador A. Alamia Rufin VanRullen AI4CE 47 35 0 04 Jun 2021
Predictive coding feedback results in perceived illusory contours in a recurrent neural network Zhaoyang Pang Callum Biggs O'May Bhavin Choksi R. V. Rullen 82 30 0 03 Feb 2021
Recurrent neural circuits for contour detection Drew Linsley Junkyung Kim A. Ashok Thomas Serre 83 45 0 29 Oct 2020
Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation Danilo Vasconcellos Vargas Bingli Liao Takahiro Kanzaki AAML 43 3 0 02 Sep 2020
Stable and expressive recurrent vision models Drew Linsley A. Ashok L. Govindarajan Rex G Liu Thomas Serre 92 45 0 22 May 2020
Hierarchical Predictive Coding Models in a Deep-Learning Framework Matin Hosseini Anthony Maida BDL 46 8 0 07 May 2020
PreCNet: Next-Frame Video Prediction Based on Predictive Coding Z. Straka Tomáš Svoboda Matej Hoffmann 68 17 0 30 Apr 2020
Going in circles is the way forward: the role of recurrence in visual inference R. S. V. Bergen N. Kriegeskorte 95 83 0 26 Mar 2020
Controversial stimuli: pitting neural networks against each other as models of human recognition Tal Golan Prashant C. Raju N. Kriegeskorte AAML 80 39 0 21 Nov 2019
CTNN: Corticothalamic-inspired neural network Leendert A. Remmelzwaal A. Mishra George F. R. Ellis OOD 22 1 0 28 Oct 2019
Bringing Giant Neural Networks Down to Earth with Unlabeled Data Yehui Tang Shan You Chang Xu Boxin Shi Chao Xu 85 11 0 13 Jul 2019
Disentangling neural mechanisms for perceptual grouping Junkyung Kim Drew Linsley Kalpit C. Thakkar Thomas Serre OCL 113 54 0 04 Jun 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction Jielin Qiu Ge Huang T. Lee 102 10 0 25 Jan 2019
Robust neural circuit reconstruction from serial electron microscopy with convolutional recurrent networks Drew Linsley Junkyung Kim D. Berson Thomas Serre 3DV 105 17 0 28 Nov 2018
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features S. Palazzo C. Spampinato I. Kavasidis D. Giordano Joseph Schmidt M. Shah 195 117 0 25 Oct 2018
Hybrid Active Inference André Ofner Sebastian Stober AI4CE 46 0 0 05 Oct 2018
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception William Lotter Gabriel Kreiman David D. Cox 79 31 0 28 May 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition Kuan Han Haiguang Wen Yizhen Zhang Di Fu Eugenio Culurciello Zhongming Liu 75 70 0 19 May 2018
What deep learning can tell us about higher cognitive functions like mindreading? Jaan Aru Raul Vicente AIMat 56 3 0 28 Mar 2018