Is the cognitive map flat? A neurobiological study of spatial encoding in three dimensions.
Lead Research Organisation:
University College London
Department Name: Experimental Psychology
Abstract
One of the current most pressing questions in brain research concerns how the brain forms a mental map of the world: a necessary tool in order to be able to function normally while moving around in a complex world. Research has shown that this mental map, the so-called "cognitive map", depends on a network of structures deep inside the brain known as the hippocampal formation, of which the hippocampus itself is central. Interestingly, this hippocampal network is also critical for forming and storing memory for life events, leading neuroscientists to think that the brain uses its cognitive map as an organiser for all its memories. The importance and interrelatedness of these functions is evident in damage to this network, such as occurs in Alzheimer's disease, in which the first complaint of patients is often getting lost, and the culmination of which is profound amnesia.
Neuroscientists study the functioning of this network in a number of ways, but one of the most useful has been the technique of single neuron recording, where fine microwires are painlessly introduced into the brains of animals (usually rats, and more recently mice), in order to record the activity of brain cells (neurons) in these areas as the animal explores the world around. Since all mammal brains have the same basic plan, we also learn much about the human brain from these studies. Observation of the activity of hippocampal neurons has revealed that they are particularly active when the animal is at a particular place, hence their name "place cells". Each place cell has its own preferred place, and the question of how a place cell "knows" the animal is at that place has been of great interest. It recently took a great leap forward with the discovery of "grid cells", in a brain area immediately upstream of the place cells. Grid cells act like tiny odometers, in that they mark out distances in a very regular way, producing activity patterns that resemble the grid of a map (hence their name). Grid cells are important because they reveal the basic structure of the cognitive map.
Work on place and grid cells to date has focused on how they respond in a two-dimensional, flat world. However, the world is of course three-dimensional (3D), and it transpires that representing three dimensions is far more complicated than representing two, because animals can twist and turn within 3D space, making it very hard for the brain to keep track of orientation. We have begun to look at how place and grid cells respond when animals climb into the third, vertical dimension and have found that, amazingly, the distance-measuring properties of grid cells do not seem to extend into the vertical dimension. It is as if a grid cell does not "know" how high the rat is - and by extension, the cognitive map as a whole may not know this either. The implication is therefore that the cognitive map may be "flat".
This conclusion seems superficially surprising because we certainly have the subjective feeling that we possess an integrated 3D map of space. However, this feeling may be illusory, and the present project intends to find out if this is the case. We will record place and grid cells as rats and mice explore various environments, in order to find out whether the cells are sensitive to height or whether the map really is flat, and whether animals can navigate in ways that suggest they know about locations in 3D space. It may be, in fact, that the cognitive map really is 3D but that our previous experiments did not see this because of the restrictive kinds of apparatus that were used.
Answering the question of whether or not the cognitive map is 2- or 3D is of great importance in understanding our sense of space. This is true not only for scientists who seek to understand how the brain represents the world, but also for those who design 3d structures for humans to explore, including architects, and designers of space stations and of 3D virtual realities.
Neuroscientists study the functioning of this network in a number of ways, but one of the most useful has been the technique of single neuron recording, where fine microwires are painlessly introduced into the brains of animals (usually rats, and more recently mice), in order to record the activity of brain cells (neurons) in these areas as the animal explores the world around. Since all mammal brains have the same basic plan, we also learn much about the human brain from these studies. Observation of the activity of hippocampal neurons has revealed that they are particularly active when the animal is at a particular place, hence their name "place cells". Each place cell has its own preferred place, and the question of how a place cell "knows" the animal is at that place has been of great interest. It recently took a great leap forward with the discovery of "grid cells", in a brain area immediately upstream of the place cells. Grid cells act like tiny odometers, in that they mark out distances in a very regular way, producing activity patterns that resemble the grid of a map (hence their name). Grid cells are important because they reveal the basic structure of the cognitive map.
Work on place and grid cells to date has focused on how they respond in a two-dimensional, flat world. However, the world is of course three-dimensional (3D), and it transpires that representing three dimensions is far more complicated than representing two, because animals can twist and turn within 3D space, making it very hard for the brain to keep track of orientation. We have begun to look at how place and grid cells respond when animals climb into the third, vertical dimension and have found that, amazingly, the distance-measuring properties of grid cells do not seem to extend into the vertical dimension. It is as if a grid cell does not "know" how high the rat is - and by extension, the cognitive map as a whole may not know this either. The implication is therefore that the cognitive map may be "flat".
This conclusion seems superficially surprising because we certainly have the subjective feeling that we possess an integrated 3D map of space. However, this feeling may be illusory, and the present project intends to find out if this is the case. We will record place and grid cells as rats and mice explore various environments, in order to find out whether the cells are sensitive to height or whether the map really is flat, and whether animals can navigate in ways that suggest they know about locations in 3D space. It may be, in fact, that the cognitive map really is 3D but that our previous experiments did not see this because of the restrictive kinds of apparatus that were used.
Answering the question of whether or not the cognitive map is 2- or 3D is of great importance in understanding our sense of space. This is true not only for scientists who seek to understand how the brain represents the world, but also for those who design 3d structures for humans to explore, including architects, and designers of space stations and of 3D virtual realities.
Technical Summary
The aim of this project is to make recordings from spatially sensitive neurons - mainly grid cells - in rodent limbic cortex, to test the hypothesis that the neural representation of 3D space (the "cognitive map") is essentially planar. The hypothesis was motivated by our findings that place and grid cells show relduced sensitivity to vertical travel, as evidenced by the elongation of place fields and the absence of grid cell periodicity in the vertical dimension. In these experiments rats remained horizontally oriented while climbing, and possibly grid cell odometry does not operate in dimensions orthogonal to the direction of travel. Alternatively, it may be that regardless of how the rat is oriented, the cells do not encode distance travelled in the direction parallel to gravity. A final possibility is that the absent periodicity was an artefact of the surface structure of the apparatuses, and would re-appear if the animal could move freely in all 3 dimensions. The present proposal hopes to find out which of these is true, and in doing so, to determine how the 3D cognitive map is structured. The neural findings will then be related to behavioural findings from a 3D spatial maze, a variant of the Olton maze, in which animal forage using a win-shift rule. Of interest will be whether their foraging patterns are horizontally biased, as we have seen on other kinds of apparati, and also whether the animals are able to retain a working memory list of arms visited, even when these are distributed in 3D. This task will then be modified as a detour paradigm in which a usual route to a goal is blocked and the animal is forced to detour. Ability to plan detours is one of the hallmarks of cognitive mapping. If the map is planar, animals should use a layered strategy in foraging and may have trouble with the working memory and detour tasks. If they show behavioural evidence of an integrated 3D map, future work will determine which neural systems support this.
Planned Impact
Who will benefit from this research?
The immediate beneficiaries of this research will be cognitive neuroscientists who seek to understand how cognitive representations are assembled by co-operative interactions between neurons. Similarly, behavioural and evolutionary ecologists will benefit from an enhanced understanding of how animals navigate and plan their behaviours in the 3D world in which they live. This is "blue sky" research whose impact is difficult to predict because it underpins the steady advancement of our understanding of how the brain works, which is one of science's greatest current goals. The impact in the longer term is thus potentially large, but hard to quantify.
Additional beneficiaries will be the neuroscience community more generally, who will benefit from the training of the new, upcoming generation of behavioural neuroscientists in in vivo recording techniques. Despite the value of these techniques for producing data that advance theoretical understanding or brain function, researchers with in vivo skills are scarce, especially in the UK. The PI has been heavily involved in trying to advance behavioural physiology, both by the establishment of the Institute of Behavioural Neuroscience at UCL, and also via a collaboration with Axona Ltd, the largest European supplier of behavioural recording systems, which has successfully developed portable, turnkey recording systems that do not require a high degree of technical sophistication to use. These systems are starting to attract behavioural scientists into the field, and will greatly enhance the behavioural sophistication of behavioural physiology experiments.
The work has translational implications in that the study of 3D spatial representation has the potential to advance such fields as aeronautics, and undersea and space exploration, in which disorientation is a notorious problem. It is also expected that designers of 3D virtual reality systems will benefit from the knowledge gained.
How will they benefit from this research?
The neuroscience community will benefit in two main ways: via publication of papers summarizing the findings, and by production of data which can be used for computational modelling.
The benefit from training new researchers will be by the continuation of these people into careers that use in vivo recording as a standard methodology, and start to combine it with other techniques such as pharmacology and genetics.
The translational impact will occur via scientific publications and other communications (conferences etc). Where applicable, follow-on funding will be sought to bring the findings to a wider audience.
The immediate beneficiaries of this research will be cognitive neuroscientists who seek to understand how cognitive representations are assembled by co-operative interactions between neurons. Similarly, behavioural and evolutionary ecologists will benefit from an enhanced understanding of how animals navigate and plan their behaviours in the 3D world in which they live. This is "blue sky" research whose impact is difficult to predict because it underpins the steady advancement of our understanding of how the brain works, which is one of science's greatest current goals. The impact in the longer term is thus potentially large, but hard to quantify.
Additional beneficiaries will be the neuroscience community more generally, who will benefit from the training of the new, upcoming generation of behavioural neuroscientists in in vivo recording techniques. Despite the value of these techniques for producing data that advance theoretical understanding or brain function, researchers with in vivo skills are scarce, especially in the UK. The PI has been heavily involved in trying to advance behavioural physiology, both by the establishment of the Institute of Behavioural Neuroscience at UCL, and also via a collaboration with Axona Ltd, the largest European supplier of behavioural recording systems, which has successfully developed portable, turnkey recording systems that do not require a high degree of technical sophistication to use. These systems are starting to attract behavioural scientists into the field, and will greatly enhance the behavioural sophistication of behavioural physiology experiments.
The work has translational implications in that the study of 3D spatial representation has the potential to advance such fields as aeronautics, and undersea and space exploration, in which disorientation is a notorious problem. It is also expected that designers of 3D virtual reality systems will benefit from the knowledge gained.
How will they benefit from this research?
The neuroscience community will benefit in two main ways: via publication of papers summarizing the findings, and by production of data which can be used for computational modelling.
The benefit from training new researchers will be by the continuation of these people into careers that use in vivo recording as a standard methodology, and start to combine it with other techniques such as pharmacology and genetics.
The translational impact will occur via scientific publications and other communications (conferences etc). Where applicable, follow-on funding will be sought to bring the findings to a wider audience.
Organisations
Publications
Carpenter F
(2012)
Grid cell representations in connected, perceptually identical compartments.
Carpenter F
(2015)
Grid cells form a global representation of connected environments.
in Current biology : CB
Casali G
(2019)
Altered neural odometry in the vertical dimension.
in Proceedings of the National Academy of Sciences of the United States of America
Grieves R
(2020)
The place-cell representation of volumetric space in rats
in Nature Communications
Grieves RM
(2017)
The representation of space in the brain.
in Behavioural processes
Hayman RM
(2015)
Grid cells on steeply sloping terrain: evidence for planar rather than volumetric encoding.
in Frontiers in psychology
Ismakov R
(2017)
Grid Cells Encode Local Positional Information.
in Current biology : CB
Jacob PY
(2017)
An independent, landmark-dominated head-direction signal in dysgranular retrosplenial cortex.
in Nature neuroscience
Jeffery K
(2013)
A framework for three-dimensional navigation research
in Behavioral and Brain Sciences
Title | The Nature of Forgetting |
Description | Physical theatre piece by Theatre Re in which I was scientific consultant |
Type Of Art | Performance (Music, Dance, Drama, etc) |
Year Produced | 2016 |
Impact | The piece was selected by the International London Mime Festival and has been selected for the forthcoming Edinburgh Fringe |
URL | http://mimelondon.com/theatre-re/ |
Description | We have discovered that the so-called mental map of space uses the structure of the environment to orient a local frame of reference, and that this reference frame need not be horizontal. This has implications for understanding the nature of the mental map, which we now think is composed of multiple local fragments organised like a mosaic. In studies of directional orientation (the "sense of direction" we have found that such mosaic fragments could be related by means of an additional updating rule sensitive to rotations of the body around "vertical" (published in J Neurophys 2018). This signal might come from the vestibular system and/or cerebellum; future work will explore this. The result is that it is possible to remain oriented even after complex movements in 3D provided one can track rotations around one's own body *and* rotations of the body around vertical. |
Exploitation Route | They inform our understanding of how the brain constructs a representation of complex space. The finding that the head direction system may use a planar reference frame but relate frames from different dimensions via their relationship to gravity could be useful for robotics or transport systems where fast orientation is required in 3D. They may also be useful for understanding how agents (real or artificial) orient in complex 3D landscapes eg underwater, space etc |
Sectors | Aerospace, Defence and Marine,Manufacturing, including Industrial Biotechology,Transport |
URL | https://www.ncbi.nlm.nih.gov/pubmed/29021391 |
Description | As part of my general research programme into spatial cognition I have been interacting with the Royal Institute of Navigation (RIN) and have founded a Special Interest Group within it that focuses on cognition and navigation. One of the activities I have undertaken is to give a plenary lecture, accompanied by an article for the Institute's in-house magazine, on three-dimensional navigation (present in the audience was HRH Princess Anne) |
First Year Of Impact | 2015 |
Sector | Education |
Impact Types | Cultural,Societal |
Description | Invited on the Technical Committee of the Royal Institute of Navigation |
Geographic Reach | National |
Policy Influence Type | Membership of a guideline committee |
Description | Wellcome Senior Investigator Awards |
Amount | £1,048,656 (GBP) |
Funding ID | 103896/Z/14/Z |
Organisation | Wellcome Trust |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 08/2014 |
End | 08/2019 |
Description | "Pint of Science" |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | Talk in a pub called "How our brains navigate space" |
Year(s) Of Engagement Activity | 2015 |
Description | Article for Aeon magazine "Maps in the Head: How cognitive maps help animals navigate the world" |
Form Of Engagement Activity | A magazine, newsletter or online publication |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Article for Aeon magazine "Maps in the Head: How cognitive maps help animals navigate the world" Generated some comments and was retweeted a number of times; broad international audience reach |
Year(s) Of Engagement Activity | 2017 |
URL | https://aeon.co/essays/how-cognitive-maps-help-animals-navigate-the-world |
Description | Article on three dimensional thinking for July issue of Navigation News |
Form Of Engagement Activity | A magazine, newsletter or online publication |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Article on three dimensional thinking for July issue of Navigation News |
Year(s) Of Engagement Activity | 2016 |
Description | Contributor to the annual Edge Question (http://www.edge.org/annual-questions) |
Form Of Engagement Activity | A magazine, newsletter or online publication |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | I wrote a 100-word piece in answer to an annual question posed to 150 "leading thinkers" The 2013 answers were compiled into a book "What Should We Be Worried About?" compiled by John Brockman http://edge.org/conversation/what-should-we-be-worried-about-on-sale-now |
Year(s) Of Engagement Activity | 2013,2014 |
URL | http://edge.org/annual-questions |
Description | Interview with The Naked Scientists for podcast on navigation |
Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Public/other audiences |
Results and Impact | Interview with The Naked Scientists for podcast on navigation |
Year(s) Of Engagement Activity | 2016 |
URL | http://www.thenakedscientists.com/HTML/podcasts/naked-scientists/show/20161122/ |
Description | Invited speaker at the Science Museum "Lates" on artificial intelligence/robotics |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | Gave a presentation on AI and robotics |
Year(s) Of Engagement Activity | 2015 |
Description | Nerd Nite London presentation "Why is it so hard to lose weight?" |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | Presentation on how the brain regulates appetite and body weight |
Year(s) Of Engagement Activity | 2016 |
URL | https://london.nerdnite.com/ |
Description | Nerd Nite talk |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | Presentation at pub science event on robots and AI |
Year(s) Of Engagement Activity | 2015 |
URL | https://london.nerdnite.com/ |
Description | Podcast interview with Nigel Warburton for Philosophy Bites on Concepts and Representations |
Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Podcast interview as part of the Philosophy Bites series for which I had earlier given a conference presentation (http://www.nicholasshea.co.uk/project-conference/) |
Year(s) Of Engagement Activity | 2016 |
URL | http://traffic.libsyn.com/philosophybites/Kate_Jeffery_on_Concepts_and_Representation.mp3 |
Description | Presentation to the art collective The Lab Project on Body, vision, new technology & space |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Other audiences |
Results and Impact | Presentation to local artists about the brain and space |
Year(s) Of Engagement Activity | 2015 |
URL | http://thelabproject.tumblr.com/about |
Description | President's Invitational Address to the Royal Institute of Navigation |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Talk was attended by members of the Royal Institute of Navigation gathered at the AGM; present in the audience was the patron, HRH The Duke of Edinburgh. I was invited to join the Technical Committee of the RIN I was invited to participate in a discussion of how knowledge of human navigation can inform technology development I published a summary piece in the RIN newsletter which was disseminated by social media following the announcement of the 2014 Nobel Prize in Physiology or Medicine to John O'Keefe for his work on the brain's navigation system (see URL below) |
Year(s) Of Engagement Activity | 2014 |
URL | http://animalnav.org/wp-content/uploads/2014/10/Brain-Feature.pdf |
Description | Radio interview (Sixsmith) |
Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Media (as a channel to the public) |
Results and Impact | Radio interview for Martin Sixsmith's Radio 4 series In Search of Ourselves: A History of Psychology and the Mind Episode 4, The Mind Observes the Mind Not known |
Year(s) Of Engagement Activity | 2014 |
URL | http://www.bbc.co.uk/programmes/b042l24h |
Description | Radio interview with Katy Davis on Wandsworth Radio about women in science |
Form Of Engagement Activity | A broadcast e.g. TV/radio/film/podcast (other than news/press) |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Public/other audiences |
Results and Impact | Radio interview with Katy Davis on Wandsworth Radio about women in science |
Year(s) Of Engagement Activity | 2016 |
URL | https://www.mixcloud.com/KatyPDavis/how-does-memory-work-behavioural-neuroscientist-from-ucl-kate-je... |
Description | Royal Court Theatre "Conversation with AC Grayling" on "greed" |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | Royal Court Theatre "Conversation with AC Grayling" on "greed", discussion prior to a showing of "The Ritual Slaughter of Gorge Mastromas" Not aware of any specific |
Year(s) Of Engagement Activity | 2013 |
URL | http://londongrip.co.uk/2013/10/ritual-slaughter-of-gorge-mastromas-at-the-royal-court-theatre-carol... |
Description | School visit (Heathfields Ascot) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Schools |
Results and Impact | ~100 pupils and staff attended a talk about my research area Inspired students to consider a scientific career in future |
Year(s) Of Engagement Activity | 2014 |
URL | http://www.heathfieldschool.net/talk-professor-kate-jeffery/ |
Description | Science Museum Lates event introducing the public to sensory distortions and their effect on locomotion/navigation |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | Science Museum Lates event introducing the public to sensory distortions and their effect on locomotion/navigation |
Year(s) Of Engagement Activity | 2016 |
URL | https://www.ucl.ac.uk/pals/research/experimental-psychology/event/lost-in-thought-science-museum-lat... |
Description | Science Museum's Dana Centre Brain Week, Discussion on Who's driving brain research? |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | Invited participant in the Science Museum's Dana centre Brain Week, March 2014 None that I am aware of |
Year(s) Of Engagement Activity | 2014 |
URL | http://www.danacentre.org.uk/events/2014/03/12/724 |
Description | Talk at the Royal Institute of Navigation: Making a map in the brain using neurons |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Industry/Business |
Results and Impact | Gave a talk as part of a one day symposium called "CogNav" (Cognition and Navigation) which was aimed at professionals in the navigation industry, introducing scientific research into the cognitive/neuroscientific aspects of navigation |
Year(s) Of Engagement Activity | 2015 |
Description | Talk to IRAL Architects |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Professional Practitioners |
Results and Impact | Gave a talk on "Representing complex spaces" to IRAL architects who are interested in cognitive aspects of spatial behaviour |
Year(s) Of Engagement Activity | 2015 |
Description | Talk to the Warwick Thinktank on Women and Science |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Undergraduate students |
Results and Impact | Gave a talk at Warwick university about Women in Science |
Year(s) Of Engagement Activity | 2015 |
Description | UCL Bright Club |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | UCL Bright Club: interviewed by Steve Cross and comedian Steve Hall about space Not aware of any specific |
Year(s) Of Engagement Activity | 2011 |
URL | https://itunes.apple.com/gb/podcast/the-bright-club-podcast/id368949295 |