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.

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.

Publications

10 25 50
 
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