{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T05:46:33Z","timestamp":1742967993442,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030649180"},{"type":"electronic","value":"9783030649197"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-64919-7_17","type":"book-chapter","created":{"date-parts":[[2020,12,17]],"date-time":"2020-12-17T20:04:16Z","timestamp":1608235456000},"page":"165-178","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Visual Search as Active Inference"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6596-8168","authenticated-orcid":false,"given":"Emmanuel","family":"Dauc\u00e9","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9536-010X","authenticated-orcid":false,"given":"Laurent","family":"Perrinet","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,12,18]]},"reference":[{"issue":"11","key":"17_CR1","doi-asserted-by":"publisher","first-page":"3217","DOI":"10.1152\/jn.00737.2011","volume":"107","author":"P Sanz-Leon","year":"2012","unstructured":"Sanz-Leon, P., Vanzetta, I., Masson, G., Perrinet, L.U.: Motion clouds: model-based stimulus synthesis of natural-like random textures for the study of motion perception. J. Neurophysiol. 107(11), 3217\u20133226 (2012). https:\/\/doi.org\/10.1152\/jn.00737.2011","journal-title":"J. Neurophysiol."},{"key":"17_CR2","doi-asserted-by":"crossref","unstructured":"Lecun, Y., Bottou, L., Bengio, Y., Haner, P.: Gradient-based learning applied to document recognition. Proc. IEEE 86(11), 2278\u20132324 (1998). http:\/\/doi.org\/10\/d89c25","DOI":"10.1109\/5.726791"},{"key":"17_CR3","doi-asserted-by":"crossref","unstructured":"Tang, Y., Nguyen, D., Ha, D.: Neuroevolution of self-interpretable agents. In: Proceedings of the 2020 Genetic and Evolutionary Computation Conference (2020). http:\/\/doi.org\/10\/gg64b3","DOI":"10.1145\/3377930.3389847"},{"key":"17_CR4","doi-asserted-by":"publisher","unstructured":"Friston, K.J., Adams, R.A., Perrinet, L.U., Breakspear, M.: Perceptions as hypotheses: saccades as experiments. Front. Psychol. 3 (2012). https:\/\/doi.org\/10.3389\/fpsyg.2012.00151","DOI":"10.3389\/fpsyg.2012.00151"},{"key":"17_CR5","doi-asserted-by":"crossref","unstructured":"Dauc\u00e9, E.: Active fovea-based vision through computationally-effective model based prediction. Front. Neurorobotics 12 (2018). http:\/\/doi.org\/10\/gfrhgj","DOI":"10.3389\/fnbot.2018.00076"},{"issue":"2","key":"17_CR6","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1038\/nrn2787","volume":"11","author":"K Friston","year":"2010","unstructured":"Friston, K.: The free-energy principle: a unified brain theory? Nat. Rev. Neurosci. 11(2), 127\u2013138 (2010)","journal-title":"Nat. Rev. Neurosci."},{"issue":"6","key":"17_CR7","doi-asserted-by":"publisher","first-page":"777","DOI":"10.1007\/s00422-014-0620-8","volume":"108","author":"LU Perrinet","year":"2014","unstructured":"Perrinet, L.U., Adams, R.A., Friston, K.J.: Active inference, eye movements and oculomotor delays. Biol. Cybern. 108(6), 777\u2013801 (2014). https:\/\/doi.org\/10.1007\/s00422-014-0620-8","journal-title":"Biol. Cybern."},{"issue":"1","key":"17_CR8","doi-asserted-by":"publisher","first-page":"e0190429","DOI":"10.1371\/journal.pone.0190429","volume":"13","author":"MB Mirza","year":"2018","unstructured":"Mirza, M.B., Adams, R.A., Mathys, C., Friston, K.J.: Human visual exploration reduces uncertainty about the sensed world. PLoS ONE 13(1), e0190429 (2018). https:\/\/doi.org\/10.1371\/journal.pone.0190429","journal-title":"PLoS ONE"},{"key":"17_CR9","unstructured":"Cullen, M., Monney, J., Mirza, M.B., Moran, R.: A Meta-Bayesian Model of Intentional Visual Search (2020)"},{"key":"17_CR10","doi-asserted-by":"publisher","unstructured":"Treisman, A.M., and Gelade, G.: A feature-integration theory of attention. Cogn. Psychol. 12(1), 97\u2013136, 11957 (1980). https:\/\/doi.org\/10.1016\/0010-0285(80)90005-5","DOI":"10.1016\/0010-0285(80)90005-5"},{"key":"17_CR11","unstructured":"Eckstein, M.P.: Visual search: a retrospective. J. Vision 11(5), 14\u201314 (2011). http:\/\/doi.org\/10\/fx9zd9"},{"key":"17_CR12","doi-asserted-by":"crossref","unstructured":"Wolfe, J.M.: Visual search. In: The Handbook of Attention, pp. 27\u201356. MIT Press, Cambridge(2015)","DOI":"10.7551\/mitpress\/10033.003.0004"},{"key":"17_CR13","doi-asserted-by":"crossref","unstructured":"Najemnik, J., Geisler, W.S.: Optimal eye movement strategies in visual search. Nature 434(7031), 387\u2013391 (2005). http:\/\/doi.org\/10\/bcbw2b","DOI":"10.1038\/nature03390"},{"issue":"8","key":"17_CR14","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1167\/jov.20.8.22","volume":"20","author":"E Dauc\u00e9","year":"2020","unstructured":"Dauc\u00e9, E., Albiges, P., Perrinet, L.U.: A dual foveal-peripheral visual processing model implements efficient saccade selection. J. Vis. 20(8), 22\u201322 (2020). https:\/\/doi.org\/10.1167\/jov.20.8.22","journal-title":"J. Vis."},{"issue":"7","key":"17_CR15","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1167\/14.7.15","volume":"14","author":"AB Watson","year":"2014","unstructured":"Watson, A.B.: A formula for human retinal ganglion cell receptive field density as a function of visual field location. J. Vis. 14(7), 15\u201315 (2014)","journal-title":"J. Vis."},{"issue":"4","key":"17_CR16","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1016\/j.robot.2009.10.002","volume":"58","author":"V Javier Traver","year":"2010","unstructured":"Javier Traver, V., Bernardino, A.: A review of log-polar imaging for visual perception in robotics. Robot. Auton. Syst. 58(4), 378\u2013398 (2010)","journal-title":"Robot. Auton. Syst."},{"issue":"2","key":"17_CR17","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1007\/s11263-006-0026-8","volume":"75","author":"S Fischer","year":"2007","unstructured":"Fischer, S., Sroubek, F., Perrinet, L.U., Redondo, R., Crist\u00f3bal, G.: Selfinvertible 2D log-Gabor wavelets. Int. J. Comput. Vis. 75(2), 231\u2013246 (2007). https:\/\/doi.org\/10.1007\/s11263-006-0026-8","journal-title":"Int. J. Comput. Vis."},{"issue":"8","key":"17_CR18","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1016\/0166-2236(87)90085-3","volume":"10","author":"DL Sparks","year":"1987","unstructured":"Sparks, D.L., Nelson, I.S.: Sensory and motor maps in the mammalian superior colliculus. Trends Neurosci. 10(8), 312\u2013317 (1987)","journal-title":"Trends Neurosci."},{"issue":"10","key":"17_CR19","doi-asserted-by":"publisher","first-page":"1295","DOI":"10.1016\/j.visres.2008.09.007","volume":"49","author":"L Itti","year":"2009","unstructured":"Itti, L., Baldi, P.: Bayesian surprise attracts human attention. Vis. Res. 49(10), 1295\u20131306 (2009). https:\/\/doi.org\/10.1016\/j.visres.2008.09.007","journal-title":"Vis. Res."},{"issue":"4","key":"17_CR20","doi-asserted-by":"publisher","first-page":"544","DOI":"10.1002\/cne.902260408","volume":"226","author":"M Connolly","year":"1984","unstructured":"Connolly, M., Van Essen, D.: The representation of the visual field in parvocellular and magnocellular layers of the lateral geniculate nucleus in the macaque monkey. J. Comp. Neurol. 226(4), 544\u2013564 (1984)","journal-title":"J. Comp. Neurol."},{"issue":"4\u20136","key":"17_CR21","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1016\/S0893-6080(02)00047-3","volume":"15","author":"D Joel","year":"2002","unstructured":"Joel, D., Niv, Y., Ruppin, E.: Actor-critic models of the basal ganglia: new anatomical and computational perspectives. Neural Netw. 15(4\u20136), 535\u2013547 (2002)","journal-title":"Neural Netw."},{"key":"17_CR22","unstructured":"Kingma, D.P., and Ba, J.: Adam: a method for stochastic optimization. arXiv preprint arXiv:1412.6980 (2014)"},{"key":"17_CR23","unstructured":"Paszke, A., et al.: PyTorch: an imperative style, high-performance deep learning library. In: Wallach, H., Larochelle, H., Beygelzimer, A., dAlch\u00e9-Buc, F., Fox, E., Garnett, R. (eds.) Advances in Neural Information Processing Systems, vol. 32, pp. 8024\u20138035. Curran Associates, Inc.(2019)"},{"key":"17_CR24","doi-asserted-by":"crossref","unstructured":"Hoppe, D., and Rothkopf, C.A.: Multi-step planning of eye movements in visual search. Sci. Rep. 9(1), 144 (2019). http:\/\/doi.org\/10\/gfwcvc","DOI":"10.1038\/s41598-018-37536-0"},{"key":"17_CR25","doi-asserted-by":"crossref","unstructured":"Moore, B.A., Tyrrell, L.P., Pita, D., Bininda-Emonds, O.R.P., Fern\u00e1ndez-Juricic, E.: Does retinal configuration make the head and eyes of foveate birds move? Sci. Rep. 7 (2017). http:\/\/doi.org\/10\/f9k78h","DOI":"10.1038\/srep38406"},{"key":"17_CR26","doi-asserted-by":"crossref","unstructured":"Banks, M.S., Sprague, W.W., Schmoll, J., Parnell, J.A.Q., and Love, G.D.: Why do animal eyes have pupils of different shapes? Sci. Adv. 1(7), e1500391 (2015). http:\/\/doi.org\/10\/gg66t6","DOI":"10.1126\/sciadv.1500391"},{"key":"17_CR27","unstructured":"Connant, R.C., and Ashby, W.R.: Every good regulator of a system must be a model of that system. Int. J. Syst. Sci. 1(2), 89\u201397 (1970). http:\/\/doi.org\/10\/bbgr9b"}],"container-title":["Communications in Computer and Information Science","Active Inference"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-64919-7_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,19]],"date-time":"2024-08-19T11:28:32Z","timestamp":1724066912000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-64919-7_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030649180","9783030649197"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-64919-7_17","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"18 December 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IWAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Active Inference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ghent","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Belgium","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwai-ws2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iwaiworkshop.github.io\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"25","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"13","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"6","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"52% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3-4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Due to the COVID-19 pandemic the workshop was held online.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}