Zobrazeno 1 - 10
of 62
pro vyhledávání: '"Michael W. Spratling"'
Autor:
Bo Gao, Michael W. Spratling
Publikováno v:
Sensors, Vol 22, Iss 17, p 6658 (2022)
Finding a template in a search image is an important task underlying many computer vision applications. This is typically solved by calculating a similarity map using features extracted from the separate images. Recent approaches perform template mat
Externí odkaz:
https://doaj.org/article/72570f743c434ed5ac98b3a348895092
Autor:
Bo Gao, Michael W. Spratling
Publikováno v:
The Visual Computer. 39:2081-2095
Many current trackers utilise an appearance model to localise the target object in each frame. However, such approaches often fail when there are similar-looking distractor objects in the surrounding background, meaning that target appearance alone i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::416cb0c699a14dc82c4df2faf6e2affd
https://doi.org/10.1007/s00371-022-02466-6
https://doi.org/10.1007/s00371-022-02466-6
Autor:
Bo Gao, Michael W. Spratling
Publikováno v:
Lecture Notes in Electrical Engineering ISBN: 9789811669620
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e1c39450d6709f793184aadf3ec22b59
https://doi.org/10.1007/978-981-16-6963-7_31
https://doi.org/10.1007/978-981-16-6963-7_31
Autor:
Bo Gao, Michael W. Spratling
Publikováno v:
Signal Processing. 199:108628
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5ac8e8d73b8aeee22c569c5d2f844fa5
https://doi.org/10.1016/j.sigpro.2022.108628
https://doi.org/10.1016/j.sigpro.2022.108628
Publikováno v:
Kartoglu, I E & Spratling, M W 2018, ' Two collaborative filtering recommender systems based on sparse dictionary coding ', KNOWLEDGE AND INFORMATION SYSTEMS, vol. 57, no. 3, pp. 709-720 . https://doi.org/10.1007/s10115-018-1157-2
This paper proposes two types of recommender systems based on sparse dictionary coding. Firstly, a novel predictive recommender system that attempts to predict a user’s future rating of a specific item. Secondly, a top-n recommender system which fi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::df020c21ee9d14f7e910e0a325fc150d
https://doi.org/10.1007/s10115-018-1157-2
https://doi.org/10.1007/s10115-018-1157-2
Autor:
Michael W Spratling
Publikováno v:
Frontiers in Computational Neuroscience, Vol 2 (2008)
A simple variation of the standard biased competition model is shown, via some trivial mathematical manipulations, to be identical to predictive coding. Specifically, it is shown that a particular implementation of the biased competition model, in wh
Externí odkaz:
https://doaj.org/article/82c59b2458e74a4baf7bfe027b6822c0
Autor:
Michael W. Spratling, Wasif Muhammad
Publikováno v:
Muhammad, W & Spratling, M W 2017, ' A neural model for eye–head–arm coordination ', Advanced Robotics, vol. 31, no. 12, pp. 650-663 . https://doi.org/10.1080/01691864.2017.1315319
The coordinated movement of the eyes, the head and the arm is an important ability in both animals and humanoid robots. To achieve this, the brain and the robot control system need to be able to perform complex non-linear sensory-motor transformation
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5ab420e6451ecc842fb57b945373e5be
https://doi.org/10.1080/01691864.2017.1315319
https://doi.org/10.1080/01691864.2017.1315319
Autor:
Michael W. Spratling
Publikováno v:
Spratling, M W 2019, ' Fitting Predictive Coding to the Neurophysiological Data ', Brain research, vol. 1720, 146313, pp. 1-8 . https://doi.org/10.1016/j.brainres.2019.146313
Recent neurophysiological data showing the effects of locomotion on neural activity in mouse primary visual cortex has been interpreted as providing strong support for the predictive coding account of cortical function. Specifically, this work has be
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c9f52774fcd8679d432a0ec3bf6af242
https://pubmed.ncbi.nlm.nih.gov/31265817
https://pubmed.ncbi.nlm.nih.gov/31265817
Autor:
Michael W. Spratling
Publikováno v:
Cognitive Computation
Spratling, M W 2017, ' A Hierarchical Predictive Coding Model of Object Recognition in Natural Images ', Cognitive Computation, vol. 9, no. 2, pp. 151–167 . https://doi.org/10.1007/s12559-016-9445-1
Spratling, M W 2017, ' A Hierarchical Predictive Coding Model of Object Recognition in Natural Images ', Cognitive Computation, vol. 9, no. 2, pp. 151–167 . https://doi.org/10.1007/s12559-016-9445-1
Predictive coding has been proposed as a model of the hierarchical perceptual inference process performed in the cortex. However, results demonstrating that predictive coding is capable of performing the complex inference required to recognise object
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e011a505341b09cf9e67e5089f2c210e
http://europepmc.org/articles/PMC5371651
http://europepmc.org/articles/PMC5371651
Autor:
Michael W. Spratling
Publikováno v:
Spratling, M W 2016, ' A neural implementation of Bayesian inference based on predictive coding ', CONNECTION SCIENCE, vol. 28, no. 4, pp. 346-383 . https://doi.org/10.1080/09540091.2016.1243655
Predictive coding (PC) is a leading theory of cortical function that has previously been shown to explain a great deal of neurophysiological and psychophysical data. Here it is shown that PC can perform almost exact Bayesian inference when applied to
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8837cc3749a68576a3b5d631d21254ab
https://doi.org/10.1080/09540091.2016.1243655
https://doi.org/10.1080/09540091.2016.1243655