Representations of Spatial Frequency, Depth, and Higher-level Image Content in Human Visual Cortex

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ISBN 13 :
Total Pages : 124 pages
Book Rating : 4.:/5 (114 download)

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Book Synopsis Representations of Spatial Frequency, Depth, and Higher-level Image Content in Human Visual Cortex by : Daniel E. Berman

Download or read book Representations of Spatial Frequency, Depth, and Higher-level Image Content in Human Visual Cortex written by Daniel E. Berman and published by . This book was released on 2018 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: The human visual system has been studied in great detail for millennia, but there are substantial, unanswered questions regarding the underlying characteristics of such an important sensory system. Many of these unanswered questions involve the neural correlates in which low-level features are processed in higher-level visual areas. Here, we use functional magnetic resonance imaging (fMRI) to address some of these questions concerning depth and spatial frequency perception in order to elucidate upon such fundamental aspects of visual processing and the mechanisms in which we are able to perceive the world around us. In Chapter 2, we examine the neural correlates of scene content with regards to the spatial frequency contained in these scenes. It has been long debated whether low or high spatial frequencies are what primarily represent the content of a scene and how different scene selective areas such as parahippocampal place area (PPA), retrospenial cortex (RSC) and occipital place area (OPA) process this component of the image we are viewing. Both low and high spatial frequencies contribute to scene representations, but what we find using both univariate and multivariate pattern analysis (MVPA) is that scene content is primarily represented throughout the majority of visual cortex via high spatial frequency information. Interestingly, we find that the posterior portion of PPA may have a unique role in processing low-level features like spatial frequency. Next, we address depth perception, another element of our visual system that is not fully understood. In Chapter 3 we examine whether category-selective areas such as scene-selective areas PPA, RSC and OPA, object-selective area lateral occipital cortex (LOC), face-selective areas fusiform face area (FFA) and occipital face area (OFA), and motion area (MT), are sensitive to a stimulus’ position-in-depth. We find that the scene areas prefer stimuli both behind and in front of fixation, while areas MT and LOC prefer front stimuli. Finally, in Chapter 4 we will examine whether depth representations are organized in a topographical (or “map-like”) manner. Much like classic retinotopic maps defined throughout visual cortex that are based on polar angle and eccentricity measurements utilizing 2-dimensional stimuli, we also find “depthotopic” maps using analogous methodology and analyses, known as phase-encoding mapping, The main modification is that our stimulus periodically cycles through different positions in depth instead of the x and y coordinates of visual field. These experiments provide us with a greater understanding of the neural correlates in which spatial frequency and depth are processed in high-level areas of human visual cortex.

Systems Engineering and Artificial Intelligence

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Publisher : Springer Nature
ISBN 13 : 3030772837
Total Pages : 566 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Systems Engineering and Artificial Intelligence by : William F. Lawless

Download or read book Systems Engineering and Artificial Intelligence written by William F. Lawless and published by Springer Nature. This book was released on 2021-11-02 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a broad overview of the benefits from a Systems Engineering design philosophy in architecting complex systems composed of artificial intelligence (AI), machine learning (ML) and humans situated in chaotic environments. The major topics include emergence, verification and validation of systems using AI/ML and human systems integration to develop robust and effective human-machine teams—where the machines may have varying degrees of autonomy due to the sophistication of their embedded AI/ML. The chapters not only describe what has been learned, but also raise questions that must be answered to further advance the general Science of Autonomy. The science of how humans and machines operate as a team requires insights from, among others, disciplines such as the social sciences, national and international jurisprudence, ethics and policy, and sociology and psychology. The social sciences inform how context is constructed, how trust is affected when humans and machines depend upon each other and how human-machine teams need a shared language of explanation. National and international jurisprudence determine legal responsibilities of non-trivial human-machine failures, ethical standards shape global policy, and sociology provides a basis for understanding team norms across cultures. Insights from psychology may help us to understand the negative impact on humans if AI/ML based machines begin to outperform their human teammates and consequently diminish their value or importance. This book invites professionals and the curious alike to witness a new frontier open as the Science of Autonomy emerges.

Visual Cortex

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Publisher : BoD – Books on Demand
ISBN 13 : 9535107607
Total Pages : 427 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Visual Cortex by : Stephane Molotchnikoff

Download or read book Visual Cortex written by Stephane Molotchnikoff and published by BoD – Books on Demand. This book was released on 2012-09-26 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: The neurosciences have experienced tremendous and wonderful progress in many areas, and the spectrum encompassing the neurosciences is expansive. Suffice it to mention a few classical fields: electrophysiology, genetics, physics, computer sciences, and more recently, social and marketing neurosciences. Of course, this large growth resulted in the production of many books. Perhaps the visual system and the visual cortex were in the vanguard because most animals do not produce their own light and offer thus the invaluable advantage of allowing investigators to conduct experiments in full control of the stimulus. In addition, the fascinating evolution of scientific techniques, the immense productivity of recent research, and the ensuing literature make it virtually impossible to publish in a single volume all worthwhile work accomplished throughout the scientific world. The days when a single individual, as Diderot, could undertake the production of an encyclopedia are gone forever. Indeed most approaches to studying the nervous system are valid and neuroscientists produce an almost astronomical number of interesting data accompanied by extremely worthy hypotheses which in turn generate new ventures in search of brain functions. Yet, it is fully justified to make an encore and to publish a book dedicated to visual cortex and beyond. Many reasons validate a book assembling chapters written by active researchers. Each has the opportunity to bind together data and explore original ideas whose fate will not fall into the hands of uncompromising reviewers of traditional journals. This book focuses on the cerebral cortex with a large emphasis on vision. Yet it offers the reader diverse approaches employed to investigate the brain, for instance, computer simulation, cellular responses, or rivalry between various targets and goal directed actions. This volume thus covers a large spectrum of research even though it is impossible to include all topics in the extremely diverse field of neurosciences.

Hierarchical Object Representations in the Visual Cortex and Computer Vision

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Publisher : Frontiers Media SA
ISBN 13 : 2889197980
Total Pages : 292 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Hierarchical Object Representations in the Visual Cortex and Computer Vision by : Antonio Rodríguez-Sánchez

Download or read book Hierarchical Object Representations in the Visual Cortex and Computer Vision written by Antonio Rodríguez-Sánchez and published by Frontiers Media SA. This book was released on 2016-06-08 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past 40 years, neurobiology and computational neuroscience has proved that deeper understanding of visual processes in humans and non-human primates can lead to important advancements in computational perception theories and systems. One of the main difficulties that arises when designing automatic vision systems is developing a mechanism that can recognize - or simply find - an object when faced with all the possible variations that may occur in a natural scene, with the ease of the primate visual system. The area of the brain in primates that is dedicated at analyzing visual information is the visual cortex. The visual cortex performs a wide variety of complex tasks by means of simple operations. These seemingly simple operations are applied to several layers of neurons organized into a hierarchy, the layers representing increasingly complex, abstract intermediate processing stages. In this Research Topic we propose to bring together current efforts in neurophysiology and computer vision in order 1) To understand how the visual cortex encodes an object from a starting point where neurons respond to lines, bars or edges to the representation of an object at the top of the hierarchy that is invariant to illumination, size, location, viewpoint, rotation and robust to occlusions and clutter; and 2) How the design of automatic vision systems benefit from that knowledge to get closer to human accuracy, efficiency and robustness to variations.

From Photons to Photos

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Publisher :
ISBN 13 :
Total Pages : 110 pages
Book Rating : 4.:/5 (918 download)

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Book Synopsis From Photons to Photos by : Daniel E. Berman

Download or read book From Photons to Photos written by Daniel E. Berman and published by . This book was released on 2015 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immense strides in furthering our understanding of a variety of underlying mechanisms involved in visual perception are continuously being made, however numerous questions in the field remain unanswered. Detailed here are two studies aimed at elucidating the functional processes in which the human visual system integrates visual stimuli into cohesive representations of the world around us. First, using simulations and fMRI experiments we examined how retinotopic mapping paradigms can be optimized to most efficaciously and accurately measure the underlying functional and organizational properties of early to mid-level visual cortex in both healthy and clinical populations. We focused on quantitatively comparing two common retinotopic mapping designs in terms of measurable and achievable signal-to-noise ratios under various conditions such as exogenous noise and scanning time. While multifocal retinotopy can yield a higher signal-to-noise ratio in primary visual cortex, we find that the phase-encoded technique provides qualitatively better retinotopic maps despite having a less robust point-to-point correspondence of visual field location to visual cortex. Other implications of employing these methods are also discussed. Next, fMRI experiments aimed at uncovering the spatial frequency tuning profiles of higher-level, category selective areas of cortex such as the parahippocampal place area (PPA), retrospenial cortex (RSC), occipital place area (OPA), lateral occipital cortex (LOC) and the fusiform face area (FFA) were performed. These experiments utilized both frequency filtered scenes belonging to four different categories along with unstructured stimuli of various spatial frequencies. Results from univariate, multivariate and searchlight analyses are subsequently provided and elaborated on, with the general finding that the category selective areas mentioned above are sensitive to high spatial frequencies, especially when semantic information is present.

The Encoding of Natural Images in Human Visual Cortex

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Publisher :
ISBN 13 :
Total Pages : 522 pages
Book Rating : 4.:/5 (35 download)

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Book Synopsis The Encoding of Natural Images in Human Visual Cortex by : Kendrick Norris Kay

Download or read book The Encoding of Natural Images in Human Visual Cortex written by Kendrick Norris Kay and published by . This book was released on 2009 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Spatial Vision

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Publisher : Oxford University Press
ISBN 13 : 019506657X
Total Pages : 396 pages
Book Rating : 4.1/5 (95 download)

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Book Synopsis Spatial Vision by : Russell L. DeValois

Download or read book Spatial Vision written by Russell L. DeValois and published by Oxford University Press. This book was released on 1988 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents an integrated view of how we perceive the spatial relations in our visual world, covering anatomical, physiological, psychophysical, and perceptual aspects. The authors discuss the visual system primarily in terms of spatial frequency analysis using a linear systemsapproach. They review evidence supporting a local, patch-by-patch spatial frequency filtering of visual information rather than the global Fourier analysis other researchers have proposed. A separate chapter addresses the special issues surrounding color vision, and a brief, nonmathematicalintroduction to linear systems analysis is included for the uninitiated reader.

Aspects of Face Processing

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Publisher : Springer Science & Business Media
ISBN 13 : 9789024733576
Total Pages : 530 pages
Book Rating : 4.7/5 (335 download)

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Book Synopsis Aspects of Face Processing by : H.D. Ellis

Download or read book Aspects of Face Processing written by H.D. Ellis and published by Springer Science & Business Media. This book was released on 1986-06-30 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the NATO Advanced Research Workshop, Aberdeen, Scotland, U.K., June 29-July 4, 1985

Foundations of Vision

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Publisher : Sinauer Associates, Incorporated
ISBN 13 :
Total Pages : 508 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Foundations of Vision by : Brian A. Wandell

Download or read book Foundations of Vision written by Brian A. Wandell and published by Sinauer Associates, Incorporated. This book was released on 1995 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for students, scientists and engineers interested in learning about the core ideas of vision science, this volume brings together the broad range of data and theory accumulated in this field.

Handbook of Camera Monitor Systems

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Publisher : Springer
ISBN 13 : 3319296116
Total Pages : 539 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Handbook of Camera Monitor Systems by : Anestis Terzis

Download or read book Handbook of Camera Monitor Systems written by Anestis Terzis and published by Springer. This book was released on 2016-03-09 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook offers a comprehensive overview of Camera Monitor Systems (CMS), ranging from the ISO 16505-based development aspects to practical realization concepts. It offers readers a wide-ranging discussion of the science and technology of CMS as well as the human-interface factors of such systems. In addition, it serves as a single reference source with contributions from leading international CMS professionals and academic researchers.In combination with the latest version of UN Regulation No. 46, the normative framework of ISO 16505 permits CMS to replace mandatory rearview mirrors in series production vehicles. The handbook includes scientific and technical background information to further readers’ understanding of both of these regulatory and normative texts.It is a key reference in the field of automotive CMS for system designers, members of standardization and regulation committees, engineers, students and researchers.

The Visual Neurosciences

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Publisher : MIT Press
ISBN 13 : 0262033089
Total Pages : 975 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis The Visual Neurosciences by : John Simon Werner

Download or read book The Visual Neurosciences written by John Simon Werner and published by MIT Press. This book was released on 2004 with total page 975 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential reference book for visual science.

21st Century Psychology: A Reference Handbook

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Publisher : SAGE
ISBN 13 : 1412949688
Total Pages : 1073 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis 21st Century Psychology: A Reference Handbook by : Stephen F. Davis

Download or read book 21st Century Psychology: A Reference Handbook written by Stephen F. Davis and published by SAGE. This book was released on 2008 with total page 1073 pages. Available in PDF, EPUB and Kindle. Book excerpt: Highlights the most important topics, issues, questions, and debates in the field of psychology. Provides material of interest for students from all corners of psychological studies, whether their interests be in the biological, cognitive, developmental, social, or clinical arenas.

Analyzing Neural Time Series Data

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Publisher : MIT Press
ISBN 13 : 0262019876
Total Pages : 615 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Analyzing Neural Time Series Data by : Mike X Cohen

Download or read book Analyzing Neural Time Series Data written by Mike X Cohen and published by MIT Press. This book was released on 2014-01-17 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to the conceptual, mathematical, and implementational aspects of analyzing electrical brain signals, including data from MEG, EEG, and LFP recordings. This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the conceptual, mathematical, and implementational (via Matlab programming) aspects of time-, time-frequency- and synchronization-based analyses of magnetoencephalography (MEG), electroencephalography (EEG), and local field potential (LFP) recordings from humans and nonhuman animals. It is the only book on the topic that covers both the theoretical background and the implementation in language that can be understood by readers without extensive formal training in mathematics, including cognitive scientists, neuroscientists, and psychologists. Readers who go through the book chapter by chapter and implement the examples in Matlab will develop an understanding of why and how analyses are performed, how to interpret results, what the methodological issues are, and how to perform single-subject-level and group-level analyses. Researchers who are familiar with using automated programs to perform advanced analyses will learn what happens when they click the “analyze now” button. The book provides sample data and downloadable Matlab code. Each of the 38 chapters covers one analysis topic, and these topics progress from simple to advanced. Most chapters conclude with exercises that further develop the material covered in the chapter. Many of the methods presented (including convolution, the Fourier transform, and Euler's formula) are fundamental and form the groundwork for other advanced data analysis methods. Readers who master the methods in the book will be well prepared to learn other approaches.

Depth-cue Invariant Object Representations in the Visual Cortex

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis Depth-cue Invariant Object Representations in the Visual Cortex by : Hassan Akhavein

Download or read book Depth-cue Invariant Object Representations in the Visual Cortex written by Hassan Akhavein and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "The human brain can recognize objects using a variety of depth cues like shading, texture, motion and stereo. The visual system is believed to use different computations to process different types of depth information and different cortical areas are involved for each process. Meanwhile, the perception of the depth of an object is consistent regardless of the depth cue which suggests similar representation of the object defined by different depth cue in higher-level of visual processing. The aim of my studies was to investigate to what extent the information from individual depth cues is segregated and to what extent the visual system integrates this information to produce the perception of the depth of an object. We used three different approaches to investigate the visual processing of depth cue. In the first project, we recorded the cortical responses to different depth cues using functional Magnetic Resonance Imaging (fMRI). We found similar cortical responses in higher levels of ventral pathway to different depth cues. The second project used Magnetoencephalography (MEG) to discover that adaptation effect in higher-levels is transferable between depth cues. And finally, in the last experiment, we investigated the strategy with which the visual system acquires information from the object by monitoring the saccadic eye-movements while the subject was performing face recognition task. By tracking the gaze, we could detect consistent movement of the eye in different depth cues." --

Adler's Physiology of the Eye

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Publisher : Elsevier Health Sciences
ISBN 13 : 0323834078
Total Pages : 840 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Adler's Physiology of the Eye by : Leonard A Levin

Download or read book Adler's Physiology of the Eye written by Leonard A Levin and published by Elsevier Health Sciences. This book was released on 2024-02-14 with total page 840 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written and designed to enhance your understanding of ocular function, structure, and anatomy, Adler's Physiology of the Eye is a classic, best-selling text that makes critical information easier to learn and retain. The fully revised 12th Edition continues the successful Adler’s approach that connects basic science and clinical aspects in a user-friendly, highly visual format—ideal for study, review, and exam preparation. It captures the latest molecular, genetic, and biochemical discoveries and offers you unparalleled knowledge and insight into the physiology of the eye and its structures. Covers the full structure and function of the eye and its related anatomy and makes the connection between physiology and clinical practice. Includes major updates throughout, including new information on OCT/OCTA imaging, new drug delivery methods, ocular biomechanics, and evolving gene therapies. Organizes content by function, rather than anatomy, to help you make a stronger connection between physiological principles and clinical practice. Explains the physiological principles that underlie visual acuity, intraocular pressure, ocular circulation, the extraocular muscles, and much more. Features approximately 1,000 illustrations throughout, including medical artwork; schematics, charts, and graphs; clinical photographs; and more. Any additional digital ancillary content may publish up to 6 weeks following the publication date.

Perceptual Organization in Computer and Biological Vision

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Publisher : Frontiers Media SA
ISBN 13 : 2832553451
Total Pages : 220 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Perceptual Organization in Computer and Biological Vision by : James Elder

Download or read book Perceptual Organization in Computer and Biological Vision written by James Elder and published by Frontiers Media SA. This book was released on 2024-08-22 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: A principal challenge for both biological and machine vision systems is to integrate and organize the diversity of cues received from the environment into the coherent global representations we experience and require to make good decisions and take effective actions. Early psychological investigations date back more than 100 years to the seminal work of the Gestalt school. Yet in the last 50 years, neuroscientific and computational approaches to understanding perceptual organization have become equally important, and a full understanding requires integration of all three approaches. This highly interdisciplinary Research Topic welcomes contributions spanning Computer Science, Psychology, and Neuroscience, with the aim of presenting a single, unified collection that will encourage integration and cross-fertilization across disciplines.

Fine-scale Spatial Organization of Face- and Limb-selective Regions in Human High-level Visual Cortex

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (745 download)

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Book Synopsis Fine-scale Spatial Organization of Face- and Limb-selective Regions in Human High-level Visual Cortex by : Kevin Sean Weiner

Download or read book Fine-scale Spatial Organization of Face- and Limb-selective Regions in Human High-level Visual Cortex written by Kevin Sean Weiner and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Neurophysiology and optical imaging studies in monkeys and functional magnetic resonance imaging (fMRI) studies in both monkeys and humans have localized clustered neural responses in high-level visual cortex selective for images of biologically relevant categories such as faces and limbs. Implementing higher resolution (1.5mm voxels) fMRI scanning methods than prior studies (3-5mm voxels), the results reported in this dissertation illustrate a topographic organization of face- and limb-selective regions in adjacent and alternating clusters in both ventral temporal and lateral occipitotemporal cortices. Region of interest analyses in a series of experiments indicate distinct category and position sensitivities within these clusters and multivoxel pattern analyses indicate different amounts of information in highly-, weakly-, and non-selective voxels for these categories. These results mediate the debate between modular and distributed theories of high-level visual cortex, as well as support a novel, sparsely-distributed organization including both locally clustered and distributed elements for face and limb representations. These results also reveal two new basic organization principles of high-level visual cortex where there is both a consistency in the anatomical location of functional regions, as well as a preserved spatial relationship among functional regions. Employing these two principles enables the first framework for consistent parcellation of high-level visual regions outside of retinotopic cortex. Importantly, this framework can also be applied to other sensory and nonsensory cortical systems.