Memorability: A stimulus-driven perceptual neural signature distinctive from memory

NeuroImage - Tập 149 - Trang 141-152 - 2017
Wilma A. Bainbridge1, Daniel D. Dilks2, Aude Oliva3
1Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, United States
2Department of Psychology, Emory University, 201 Dowman Drive, Atlanta, GA 30322, United States
3Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, United States

Tài liệu tham khảo

Aminoff, 2013, The role of the parahippocampal cortex in cognition, Trends Cogn. Sci., 17, 379, 10.1016/j.tics.2013.06.009 Annese, 2015, Postmortem examination of patient H.M.’s brain based on histological sectioning and digital 3D reconstruction, Nat. Commun., 5, 1 Bainbridge W., 2017. The memorability of people: intrinsic memorability across transformations of a person’s face. J. Exp. Psychol. – Learn. Mem. Cogn. (in press). Bainbridge W., 2017. The Resiliency of Memorability: A Predictor of Memory Separate from Attention and Priming (in preparation). Bainbridge, 2013, The intrinsic memorability of face photographs, J. Exp. Psychol. Gen., 142, 1323, 10.1037/a0033872 Bartlett, 1984, Typicality and familiarity of faces, Mem. Cogn., 12, 219, 10.3758/BF03197669 Benjamini, 1995, Controlling the False Discovery Rate: a practical and powerful approach to multiple testing, J. R. Stat. Soc. B, 57, 289 Borkin, 2013, What makes a visualization memorable?, IEEE Trans. Vis. Comput. Graph., 19, 2306, 10.1109/TVCG.2013.234 Brewer, 1998, Making memories: brain activity that predicts how well visual experience will be remembered, Science, 281, 1185, 10.1126/science.281.5380.1185 Brown, 2001, Recognition memory: what are the roles of the perirhinal cortex and hippocampus?, Nat. Rev. Neurosci., 2, 51, 10.1038/35049064 Bylinskii, 2015, Intrinsic and extrinsic effects on image memorability, Vis. Res., 116, 165, 10.1016/j.visres.2015.03.005 Cate, 2006, The missing whole in perceptual models of perirhinal cortex, Trends Cogn. Sci., 10, 394, 10.1016/j.tics.2006.07.004 Charest, 2014, Unique semantic space in the brain of each beholder predicts perceived similarity, Proc. Natl. Acad. Sci USA, 111, 14565, 10.1073/pnas.1402594111 Chiroro, 1995, An investigation of the contact hypothesis of the own-race bias in face recognition, Q J Exp. Psychol. A, 48, 879, 10.1080/14640749508401421 Cootes, 2001, Active appearance models, IEEE Trans. Pattern Anal. Mach. Intell., 23, 681, 10.1109/34.927467 Corbetta, 2002, Control of goal-directed and stimulus-driven attention in the brain, Nat. Rev. Neurosci., 3, 201, 10.1038/nrn755 Corkin, 2002, What's new with the amnesic patient H.M.?, Nat. Rev. Neurosci., 3, 153, 10.1038/nrn726 Daselaar, 2006, Triple dissociation in the medial temporal lobes: recollection, familiarity, and novelty, J. Neurophysiol., 96, 1902, 10.1152/jn.01029.2005 Datta R., Li J., Wang J., 2008. Algorithmic inferencing of aesthetics and emotion in natural images: an exposition. In: Proceedings of the IEEE International Conference on Image Processing (ICIP), pp. 105–108. Desimone, 1996, Neural mechanisms for visual memory and their role in attention, P Natl. Acad. Sci USA, 93, 13494, 10.1073/pnas.93.24.13494 Devlin, 2008, Perirhinal contributions to human visual perception, Curr. Biol., 17, 1484, 10.1016/j.cub.2007.07.066 Dew, 2013, A broader view of perirhinal function: from recognition memory to fluency-based decisions, J. Neurosci., 33, 14466, 10.1523/JNEUROSCI.1413-13.2013 Dilks, 2013, The occipital place area is casually and selectively involved in scene perception, J. Neurosci., 33, 1331, 10.1523/JNEUROSCI.4081-12.2013 Eacott, 2001, Elemental and configural visual discrimination learning following lesions to perirhinal cortex in the rat, Behav. Brain Res., 124, 55, 10.1016/S0166-4328(01)00234-0 Eichenbaum, 2007, The medial temporal lobe and recognition memory, Annu. Rev. Neurosci., 30, 123, 10.1146/annurev.neuro.30.051606.094328 Epstein, 1998, A cortical representation of the local visual environment, Nature, 392, 598, 10.1038/33402 Fernández, 2001, Integrated brain activity in medial temporal and prefrontal areas predicts subsequent memory performance: human declarative memory formation at the system level, Brain Res. Bull., 55, 1, 10.1016/S0361-9230(01)00494-4 Fernández, 1999, Real-time tracking of memory formation in the human rhinal cortex and hippocampus, Science, 285, 1582, 10.1126/science.285.5433.1582 Forman, 1995, Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster-size threshold, Magn. Reson. Med., 33, 636, 10.1002/mrm.1910330508 Formisano, 2006, Fundamentals of data analysis methods in fMRI, 481 Goebel, 2006, Analysis of functional image analysis contest (FIAC) data with Brainvoyager QX: from single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis, Hum. Brain Mapp., 27, 392, 10.1002/hbm.20249 Gordon, 2013, Cortical reinstatement mediates the relationship between content-specific encoding activity and subsequent recollection decisions, Cereb. Cortex, 24, 3350, 10.1093/cercor/bht194 Grill-Spector, 1999, Differential processing of objects under various viewing conditions in the human lateral occipital complex, Neuron., 24, 10.1016/S0896-6273(00)80832-6 Inhoff, 2015, Significance of objects in the perirhinal cortex, Trends Cogn. Sci., 19, 302, 10.1016/j.tics.2015.04.008 Insausti, 1998, MR volumetric analysis of the human entorhinal, perirhinal, and temporopolar cortices, Am. J Neuroradiol., 19, 659 Isola P., Parikh D., Torralba A., Oliva A. 2011a. Understanding the intrinsic memorability of images. In: Proceedings of the 25th Conference on Neural Information Processing Systems (NIPS), Granada, Spain. Isola P., Xiao J., Torralba A., Oliva A. 2011b. What makes an image memorable? In: Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 145–152. Isola, 2013, What makes a photograph memorable?, IEEE Trans. Pattern Anal. Mach. Intell., 7, 1469 Kafkas, 2014, Two separate, but interacting, neural systems for familiarity and novelty detection: a dual-route mechanism, Hippocampus, 24, 516, 10.1002/hipo.22241 Kanwisher, 2013, The functional organization of the ventral visual pathway in humans, 733 Kanwisher, 1997, The fusiform face area: a module in human extrastriate cortex specialized for face perception, J. Neurosci., 17, 4302, 10.1523/JNEUROSCI.17-11-04302.1997 Khaligh-Razavi S., Bainbridge W., Pantazis D., Oliva A.2017. A Specific Neuromagnetic Signature of Face Memorability (Submitted for publication). Khosla A., Bainbridge W., Torralba A., Oliva A., 2013. Modifying the memorability of face photographs. In: Proceedings of the International Conference on Computer Vision (ICCV), pp. 3200–3207. Khosla A., Raji A., Torralba A., Oliva A., 2015. Understanding and predicting image memorability at a large scale. In: Proceedings of the International Conference on Computer Vision (ICCV), pp. 2390–2398. Kim, 2011, Neural activity that predicts subsequent memory and forgetting: a meta-analysis of 74 fMRI studies, NeuroImage, 54, 2446, 10.1016/j.neuroimage.2010.09.045 Kriegeskorte, 2008, Representational similarity analysis – connecting the branches of systems neuroscience, Front. Syst. Neurosci., 2, 1 Kuhl, 2012, Multi-voxel patterns of visual category representation during episodic encoding are predictive of subsequent memory, Neuropsychologia, 50, 458, 10.1016/j.neuropsychologia.2011.09.002 Kumaran, 2009, Novelty signals: a window into hippocampal information processing, Trends Cogn. Sci., 13, 47, 10.1016/j.tics.2008.11.004 LaRocque, 2013, Global similarity and pattern separation in the human medial temporal lobe predict subsequent memory, J. Neurosci., 33, 5466, 10.1523/JNEUROSCI.4293-12.2013 Light, 1979, Recognition memory for typical and unusual faces, J. Exp. Psychol. Learn., 5, 212, 10.1037/0278-7393.5.3.212 Meunier, 1993, Effects on visual recognition of combined and separate ablations of the entorhinal and perirhinal cortex in rhesus monkeys, J. Neurosci., 13, 5418, 10.1523/JNEUROSCI.13-12-05418.1993 Moscovitch, 2002, The frontal cortex and working with memory, 188 Murray, 2007, Visual perception and memory: a new view of medial temporal lobe function in primates and rodents, Annu. Rev. Neurosci., 30, 99, 10.1146/annurev.neuro.29.051605.113046 Pitcher, 2011, The role of the occipital face area in the cortical face perception network, Exp. Brain Res., 209, 481, 10.1007/s00221-011-2579-1 Pruessner, 2002, Volumetry of temporopolar, perirhinal, entorhinal and parahippocampal cortex from high-resolution MR images: considering the variability of the collateral sulcus, Cereb. Cortex, 12, 1342, 10.1093/cercor/12.12.1342 Rissman, 2012, Distributed representations in memory: insights from functional brain imaging, Annu. Rev. Psychol., 63, 101, 10.1146/annurev-psych-120710-100344 Rissman, 2010, Detecting individual memories through the neural decoding of memory states and past experience, Proc. Natl. Acad. Sci USA, 107, 9849, 10.1073/pnas.1001028107 Schapiro, 2012, Shaping of object representations in the human medial temporal lobe based on temporal regularities, Curr. Biol., 22, 1622, 10.1016/j.cub.2012.06.056 Sereno, 1995, Borders of multiple visual areas in humans revealed by functional magnetic resonance imaging, Science, 268, 889, 10.1126/science.7754376 Tulving, 1996, Novelty and familiarity activations in PET studies of memory encoding and retrieval, Cereb. Cortex, 6, 71, 10.1093/cercor/6.1.71 Wagner, 1998, Building memories: remembering and forgetting of verbal experiences as predicted by brain activity, Science, 281, 1188, 10.1126/science.281.5380.1188 Ward, 2013, Repetition suppression and multi-voxel pattern similarity differentially track implicit and explicit visual memory, J. Neurosci., 33, 14749, 10.1523/JNEUROSCI.4889-12.2013 Wixted, 2011, The medial temporal lobe and the attributes of memory, Trends Cogn. Sci., 15, 210, 10.1016/j.tics.2011.03.005 Xue, 2010, Greater neural pattern similarity across repetitions is associated with better memory, Science, 330, 97, 10.1126/science.1193125