Research output per year
Research output per year
- 17 results
Search results
-
2024
Query semantic reconstruction for background in few-shot segmentation
Guan, H. & Spratling, M., Feb 2024, In: VISUAL COMPUTER. 40, 2, p. 799-810 12 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
2023
Data Augmentation Alone Can Improve Adversarial Training
Li, L. & Spratling, M., 24 Jan 2023, In: International Conference on Learning Representations 2023.Research output: Contribution to journal › Conference paper › peer-review
Open AccessFile15 Citations (Scopus)52 Downloads (Pure) -
2022
CobNet: cross attention on object and background for few-shot segmentation
Guan, H. & Spratling, M., 29 Nov 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. p. 39-45 7 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
1 Citation (Scopus) -
Registration based few-shot anomaly detection
Huang, C., Guan, H., Jiang, A., Zhang, Y., Spratling, M. & Wang, Y.-F., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, Vol. 13684. p. 303-319 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13684 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access44 Citations (Scopus) -
2020
Target Propagation in Recurrent Neural Networks
Manchev, N. L. & Spratling, M. W., Feb 2020, In: JOURNAL OF MACHINE LEARNING RESEARCH. 21, 7, p. 1 33 p.Research output: Contribution to journal › Article › peer-review
Open Access52 Citations (Scopus) -
2017
A review of predictive coding algorithms
Spratling, M. W., Mar 2017, In: Brain and Cognition. 112, p. 92-97Research output: Contribution to journal › Article › peer-review
Open AccessFile233 Citations (Scopus)1499 Downloads (Pure) -
2016
A neural implementation of Bayesian inference based on predictive coding
Spratling, M. W., 2016, In: CONNECTION SCIENCE. 28, 4, p. 346-383 38 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile19 Citations (Scopus)272 Downloads (Pure) -
Predictive coding as a model of cognition
Spratling, M. W., Aug 2016, In: Cognitive processing. 17, 3, p. 279-305 27 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile100 Citations (Scopus)619 Downloads (Pure) -
2012
Predictive coding as a model of the V1 saliency map hypothesis
Spratling, M. W., Feb 2012, In: Neural Networks. 26, N/A, p. 7 - 28 22 p., N/A.Research output: Contribution to journal › Article › peer-review
Open AccessFile42 Citations (Scopus)378 Downloads (Pure) -
Unsupervised learning of generative and discriminative weights encoding elementary image components in a predictive coding model of cortical function
Spratling, M., Jan 2012, In: Neural Computation. 24, 1, p. 60-103 44 p.Research output: Contribution to journal › Article › peer-review
49 Citations (Scopus)15 Downloads (Pure) -
2010
Predictive Coding as a Model of Response Properties in Cortical Area V1
Spratling, M. W., 3 Mar 2010, In: Journal of Neuroscience. 30, 9, p. 3531 - 3543 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile151 Citations (Scopus)195 Downloads (Pure) -
2009
A model of non-linear interactions between cortical top-down and horizontal connections explains the attentional gating of collinear facilitation
De Meyer, K. & Spratling, M. W., 30 Mar 2009, In: Vision Research. 49, 5, p. 553 - 568 16 p., n/a.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Citations (Scopus)173 Downloads (Pure) -
2008
Predictive coding as a model of biased competition in visual attention
Spratling, M. W., Jun 2008, In: Vision Research. 48, 12, p. 1391 - 1408 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile169 Citations (Scopus)234 Downloads (Pure) -
2006
A feedback model of perceptual learning and categorization
Spratling, M. W. & Johnson, M. H., 2006, In: VISUAL COGNITION. 13, 2, p. 129 - 165 37 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Citations (Scopus)279 Downloads (Pure) -
2004
A feedback model of visual attention
Spratling, M. W. & Johnson, M. H., Mar 2004, In: JOURNAL OF COGNITIVE NEUROSCIENCE. 16, 2, p. 219 - 237 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile111 Citations (Scopus)306 Downloads (Pure) -
2002
Cortical region interactions and the functional role of apical dendrites
Spratling, M. W., Sept 2002, In: Behavioral and Cognitive Neuroscience Reviews. 1, 3, p. 219 - 228 10 p., N/A.Research output: Contribution to journal › Article › peer-review
Open AccessFile59 Citations (Scopus)284 Downloads (Pure) -
2000
Gamma oscillations and object processing in the infant brain
Csibra, G., Davis, G., Spratling, M. W. & Johnson, M. H., 24 Nov 2000, In: Science. 290, 5496, p. 1582 - 1585 4 p.Research output: Contribution to journal › Article › peer-review
230 Citations (Scopus)