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1802.04762
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Deep Predictive Coding Network for Object Recognition
13 February 2018
Haiguang Wen
Kuan Han
Junxing Shi
Yizhen Zhang
Eugenio Culurciello
Zhongming Liu
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Papers citing
"Deep Predictive Coding Network for Object Recognition"
46 / 46 papers shown
Predictive Coding-based Deep Neural Network Fine-tuning for Computationally Efficient Domain Adaptation
Matteo Cardoni
Sam Leroux
185
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0
24 Sep 2025
Sensory robustness through top-down feedback and neural stochasticity in recurrent vision models
Antonino Greco
Marco DÁlessandro
Karl J. Friston
G. Pezzulo
Markus Siegel
163
0
0
09 Aug 2025
DMPCN: Dynamic Modulated Predictive Coding Network with Hybrid Feedback Representations
A S M Sharifuzzaman Sagar
Yu Chen
Jun Hoong Chan
250
1
0
20 Apr 2025
Fast Deep Predictive Coding Networks for Videos Feature Extraction without Labels
Wenqian Xue
C. Ding
Jose Principe
184
1
0
08 Sep 2024
Enhancing Sound Source Localization via False Negative Elimination
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Zengjie Song
Jiangshe Zhang
Yuxi Wang
Junsong Fan
Zhaoxiang Zhang
378
4
0
29 Aug 2024
Top-Down Guidance for Learning Object-Centric Representations
International Joint Conference on Artificial Intelligence (IJCAI), 2024
Junhong Zou
Xiangyu Zhu
Zhaoxiang Zhang
Zhen Lei
ObjD
BDL
OCL
464
0
0
17 May 2024
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding
International Conference on Machine Learning (ICML), 2024
Kaiyuan Chen
Xingzhuo Guo
Yu Zhang
Jianmin Wang
Mingsheng Long
DiffM
209
2
0
03 May 2024
Classification and Reconstruction Processes in Deep Predictive Coding Networks: Antagonists or Allies?
Jan Rathjens
Laurenz Wiskott
286
4
0
17 Jan 2024
Brain-like Flexible Visual Inference by Harnessing Feedback-Feedforward Alignment
Tahereh Toosi
Elias B. Issa
258
4
0
31 Oct 2023
Early Exiting Predictive Coding Neural Networks for Edge AI
Alaa Zniber
Ouassim Karrakchou
Mounir Ghogho
Mehdi Zakroum
315
1
0
05 Sep 2023
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey
Gabriele Lagani
Fabrizio Falchi
Claudio Gennaro
Giuseppe Amato
235
20
0
30 Jul 2023
Visually-Guided Sound Source Separation with Audio-Visual Predictive Coding
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Zengjie Song
Zhaoxiang Zhang
207
5
0
19 Jun 2023
Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction
Neural Networks (Neural Netw.), 2023
Senhui Qiu
S. Bhattacharyya
Damien Coyle
Shirin Dora
273
5
0
29 May 2023
Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images
Annual Meeting of the Cognitive Science Society (CogSci), 2022
Alexander Ororbia
A. Mali
BDL
350
14
0
22 Nov 2022
Using Human Perception to Regularize Transfer Learning
Justin Dulay
Walter J. Scheirer
232
8
0
15 Nov 2022
Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks
Lei Jiang
Yongqing Liu
Shihai Xiao
Yansong Chua
223
1
0
14 Aug 2022
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
282
50
0
25 Mar 2022
Cognitive Coding of Speech
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Reza Lotfidereshgi
P. Gournay
166
5
0
08 Oct 2021
Predictive Coding: a Theoretical and Experimental Review
Beren Millidge
A. Seth
Christopher L. Buckley
AI4CE
669
174
0
27 Jul 2021
On the role of feedback in visual processing: a predictive coding perspective
A. Alamia
Milad Mozafari
Bhavin Choksi
Rufin VanRullen
201
7
0
08 Jun 2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics
Neural Information Processing Systems (NeurIPS), 2021
Bhavin Choksi
Milad Mozafari
Callum Biggs O'May
Benjamin Ador
A. Alamia
Rufin VanRullen
AI4CE
220
45
0
04 Jun 2021
Predictive coding feedback results in perceived illusory contours in a recurrent neural network
Neural Networks (NN), 2021
Zhaoyang Pang
Callum Biggs O'May
Bhavin Choksi
R. V. Rullen
208
37
0
03 Feb 2021
Iterative VAE as a predictive brain model for out-of-distribution generalization
Victor Boutin
Aimen Zerroug
Minju Jung
Thomas Serre
OOD
254
9
0
01 Dec 2020
Recurrent neural circuits for contour detection
International Conference on Learning Representations (ICLR), 2020
Drew Linsley
Junkyung Kim
A. Ashok
Thomas Serre
284
48
0
29 Oct 2020
Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation
Danilo Vasconcellos Vargas
Bingli Liao
Takahiro Kanzaki
AAML
199
3
0
02 Sep 2020
Neural Networks with Recurrent Generative Feedback
Neural Information Processing Systems (NeurIPS), 2020
Yujia Huang
James Gornet
Sihui Dai
Zhiding Yu
T. Nguyen
Doris Y. Tsao
Anima Anandkumar
AAML
GAN
344
45
0
17 Jul 2020
Stable and expressive recurrent vision models
Drew Linsley
A. Ashok
L. Govindarajan
Rex G Liu
Thomas Serre
441
54
0
22 May 2020
Brain-inspired Distributed Cognitive Architecture
Leendert A. Remmelzwaal
A. Mishra
George F. R. Ellis
157
3
0
18 May 2020
Hierarchical Predictive Coding Models in a Deep-Learning Framework
Matin Hosseini
Anthony Maida
BDL
267
11
0
07 May 2020
PreCNet: Next-Frame Video Prediction Based on Predictive Coding
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Z. Straka
Tomáš Svoboda
Matej Hoffmann
400
27
0
30 Apr 2020
Going in circles is the way forward: the role of recurrence in visual inference
Current Opinion in Neurobiology (Curr Opin Neurobiol), 2020
R. S. V. Bergen
N. Kriegeskorte
361
92
0
26 Mar 2020
DDPNOpt: Differential Dynamic Programming Neural Optimizer
International Conference on Learning Representations (ICLR), 2020
Guan-Horng Liu
T. Chen
Evangelos A. Theodorou
350
7
0
20 Feb 2020
Effect of top-down connections in Hierarchical Sparse Coding
Neural Computation (Neural Comput.), 2020
Victor Boutin
Angelo Franciosini
F. Ruffier
Laurent Udo Perrinet
245
19
0
03 Feb 2020
Controversial stimuli: pitting neural networks against each other as models of human recognition
Tal Golan
Prashant C. Raju
N. Kriegeskorte
AAML
344
38
0
21 Nov 2019
CTNN: Corticothalamic-inspired neural network
Leendert A. Remmelzwaal
A. Mishra
George F. R. Ellis
OOD
234
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
236
11
0
13 Jul 2019
PredNet and Predictive Coding: A Critical Review
R. Rane
Edit Szügyi
V. Saxena
André Ofner
Sebastian Stober
SSL
219
0
0
14 Jun 2019
Disentangling neural mechanisms for perceptual grouping
International Conference on Learning Representations (ICLR), 2019
Junkyung Kim
Drew Linsley
Kalpit C. Thakkar
Thomas Serre
OCL
389
60
0
04 Jun 2019
Sparse Deep Predictive Coding captures contour integration capabilities of the early visual system
Victor Boutin
Angelo Franciosini
Frederic Chavane
F. Ruffier
Laurent Udo Perrinet
271
2
0
20 Feb 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction
Jielin Qiu
Ge Huang
T. Lee
355
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
494
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
354
161
0
25 Oct 2018
Hybrid Active Inference
André Ofner
Sebastian Stober
AI4CE
223
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
260
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
231
81
0
19 May 2018
What deep learning can tell us about higher cognitive functions like mindreading?
Jaan Aru
Raul Vicente
AIMat
256
3
0
28 Mar 2018
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