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1 nt through space or self-generated movement (path integration).
2 cues (landmark navigation) or internal cues (path integration).
3 s a "look-up" table for the correct speed of path integration.
4 been proposed to represent a neural code for path integration.
5 mechanism to facilitate the correct speed of path integration.
6 ltiple scales, which perform linear velocity path integration.
7 se self-motion to estimate positions through path integration.
8 tioning task in which navigation depended on path integration.
9 rategies: the following of landmark cues and path integration.
10 general class of systems that performs exact path integration.
11 ystem, are thought to underlie navigation by path integration.
12 3 forms of navigation: beacon, landmark, and path integration.
13 fundamental role in landmark navigation and path integration.
14 and entorhinal cortex are not essential for path integration.
15 ers being discriminable only on the basis of path integration.
16 a rate proportional to velocity, to achieve path integration.
17 e hippocampus, thereby facilitating accurate path integration.
18 idance by landmarks may override guidance by path integration.
19 rics derived from movement is referred to as path integration.
20 el environment, a process thought to require path integration.
21 ion representation must have been updated by path integration.
22 and accurately updating their values through path integration.
23 ates of head direction (HD) based on angular path integration.
24 and active movement, which is suggestive of path integration.
25 art of a two-dimensional attractor guided by path integration.
26 duce the accumulated error of grid cells for path integration.
27 ed with accurate position reconstruction and path integration.
28 hey move away from it, in a process known as path integration.
29 an the self-location memory achieved through path integration.
30 dvance investigations of the neural basis of path integration.
31 elucidate fundamental mechanisms underlying path integration.
32 ode used in various computational models for path integration.
33 for future studies to image the brain during path integration.
34 terns as the neurophysiological substrate of path integration.
35 tarvation state, and exhibit key features of path integration.
36 lar track, creating continuous conflict with path integration.
37 input to an existing neural model of insect path integration.
38 complex of a bee has inspired a new model of path integration.
39 uld be important for error correction during path integration.
40 captured in any previously proposed model of path integration.
41 eir spatial relationships to each other, and path integration.
42 in which grid cells could function in human path integration.
43 tal cortex, were recruited during successful path integration.
44 using a combination of visual landmarks and path integration.
45 iple redundant directions for the purpose of path integration.
46 l region have been proposed to contribute to path integration.
47 hippocampal-entorhinal network contribute to path integration.
48 of entorhinal grid cells and the process of path integration.
49 numerous confounding variables when testing path integration.
50 ual cue-driven place learning and idiothetic path integration [1-4], the depth and flexibility of Dro
51 grid cells is also ideally suited to support path integration.(11)(,)(12)(,)(13)(,)(14)(,)(15)(,)(16)
53 nce estimation, supporting the MEC's role in path integration.(18) However, few studies have examined
56 or attractor dynamic mechanisms that perform path integration, a computation requiring information ab
58 ric (world-centered) spatial codes driven by path integration accumulate error unless reset by enviro
60 o successfully learn two different speeds of path integration across two different axonal conduction
61 cks of being complex to construct and rigid, path integration allowing for no deviations from the hex
62 e caudal entorhinal cortex may contribute to path integration and basic allocentric spatial processin
66 These results are relevant for models of path integration and for our understanding of how behavi
68 TN and ADN contribute to navigation based on path integration and landmarks, disruption of the head d
70 ve as landmarks, motivating a model in which path integration and odor landmarks interact sequentiall
73 ese cells, we propose a complete circuit for path integration and steering in the central complex, wi
74 itially, by navigational strategies, such as path integration and the ant's innate responses to landm
75 Here, we forge a link between the problem of path integration and the existence of hexagonal grids, b
76 STd) tracked latent variables, demonstrating path integration and vector coding of hidden spatial goa
79 gnals are sufficient for animal navigation ("path integration") and for updating hippocampal location
80 (i) the distance and angle travelled (i.e., path integration) and (ii) the distance and angle to a m
81 g self-motion cues (sometimes referred to as path integration), and it has been suggested that the hi
83 tic cues to fine-tune the neural dynamics of path integration, and that this recalibration process do
84 nest after far-reaching foraging trips using path integration, and whenever available, learn and memo
85 that landmark-based orientation and angular path integration are combined in the population response
86 fficient for computing a homing vector using path integration are located outside the hippocampus.
88 computational models of grid cell firing use path integration based on movement direction and the ass
89 Ubiquitous throughout the animal kingdom, path integration-based navigation allows an animal to ta
93 ested that combining sensory information and path integration best explains the experimental sharpeni
94 place cells and grid cells as important for path integration, but underlying models of path integrat
95 odels and found that flies likely accomplish path integration by combining odometry and compass navig
96 is proposed for how the brain might perform path integration by computing the next internal represen
98 rd type of guidance is based on a process of path integration by which an insect monitors its distanc
99 ially periodic responses and the capacity of path integration can arise through synaptic plasticity,
100 ebees, we reveal that vectors learned during path integration can be transferred to long-term memory,
103 nce indicates that angular and translational path integration contributes to the firing of head direc
104 a neural circuit first proposed to underlie path integration could be adapted to decoding the dance
105 allocentric encoding of location provided by path integration creates a spatially stable anchor for c
107 iative fear conditioning, operant avoidance, path integration, discrimination, and spatial navigation
109 e findings shed light on the contributors to path integration error and the mechanisms underlying age
110 miliar environment and show that patterns of path integration error are predicted qualitatively by a
111 participants exhibited significantly higher path integration error, primarily driven by increased me
115 Our network model is able to perform robust path integration even when the recurrent connections are
117 e newly discovered speed neurons can support path integration for the holonomic motion (i.e., a groun
118 tanding of body-based contributions to human path integration, further suggesting the value of vector
119 Here, we demonstrate both recalibration of path integration gain and systematic control of place fi
120 f specific Fourier components coupled with a path integration gain reduction, which raises the overal
121 a process that relies on a finely calibrated path integration gain that relates movement in physical
122 id cells based on path integration treat the path-integration gain as a constant(9-14), but behaviour
123 e from rat hippocampal place cells, that the path-integration gain is a highly plastic variable that
124 edictable and prolonged recalibration of the path-integration gain, as estimated from the place cells
129 interoceptive influences on action (in which path integration in darkness must rely solely on interoc
130 nings of landmark-based recalibration during path integration in freely moving male and female humans
131 r path integration, but underlying models of path integration in humans have rarely been studied.
133 The most notable advance in our knowledge of path integration in insects is a new understanding of ho
135 cues that could be used to correct errors in path integration in mouse medial entorhinal cortex (MEC)
140 t grid cells in mice cannot perform accurate path integration in the absence of reliable visual cues.
141 nals, on their own, fail to support accurate path integration in the absence of sustained acceleratio
142 to single trial runs in virtual reality and path integration in the dark, and the alignment of the r
143 the hippocampal formation performs a form of path integration in updating place cell firing; however,
145 this behavior is best explained by a form of path integration in which the flies use idiothetic cues
146 f of the place cells conformed to a model of path integration in which the presence of visual cues at
147 ack of where they are on a foraging trip is 'path integration', in which they continuously update a '
148 rticular the evidence against a map based on path integration, in which view-based and path integrati
149 ex, and parahippocampal cortex in support of path integration, including a homing vector system that
150 tractor network in dMEC may be the source of path integration information afferent to hippocampus.
151 from the lateral entorhinal cortex (LEC) and path integration information from the medial entorhinal
152 ntis shrimp, Neogonodactylus oerstedii, uses path integration informed by a hierarchical reliance on
156 In simulations, we show that the speed of path integration is not significantly affected by degrad
157 epresentations of location, and suggest that path integration is performed by integrating displacemen
160 tudy provides the first evidence that visual path integration is related to the dynamic interplay of
162 te that distance estimation by humans during path integration is sensitive to geometric deformations
165 processing in the MEC.SIGNIFICANCE STATEMENT Path integration is the most basic form of navigation re
168 that grid cell odometry (and by implication path integration) is impaired or absent in the vertical
169 refully studied return to target areas using path integration, landmark recognition, compass orientat
172 ei might constitute the postulated attractor-path integration mechanism, and that they provide the HD
174 These results enhance our understanding of path integration mechanisms and the role of the MSDB for
175 t, thereby requiring participants to rely on path integration mechanisms for successful navigation.
177 stable HD cell representation maintained by path integration mechanisms when the rat walked between
178 and the overlying neocortex are involved in path integration mechanisms, which enable an animal to m
180 )(,)(17)(,)(18) We investigate the nature of path integration memory by anesthetizing ants after they
184 In this paper we propose a model of velocity path integration of head direction in which the natural
189 hile keeping angle constant to determine how path integration operated over both shorter and longer d
190 ts from some internal dynamic process (e.g., path integration or "momentum") and is not a result of m
191 stem either performs highly precise internal path integration or implements an external landmark-base
194 the cognitive map to enable recalibration of path integration, or if polarizing position information
195 memory of the barrier location combined with path integration, or the firing may depend upon the appa
202 f human EC in left or right hemisphere under path integration (PI) tasks of sensory-driven and abstra
207 le completion paradigm to test whether human path integration recruits a cortical system similar to t
213 n that endogenous landmarks transiently slow path integration, reset the dynamics and thereby reduce
215 led to the suggestion that they represent a path integration signal, tracking the organism's positio
218 ion of this moonlight pattern into the ants' path integration system throughout the night for homing,
219 Although both cell types are part of the path integration system, the dynamic relationship betwee
220 a signal to correct cumulative error in the path-integration system(4,8,16-19), but also rapidly fin
225 lume, and the classification accuracy of the path integration task was compared with a battery of cog
226 pants undertook an immersive virtual reality path integration test, as a measure of entorhinal-based
228 show that this is consistent with models of path integration that maintain the memory in a redundant
229 support the notion that rats can navigate by path integration, that this ability depends on head dire
233 e role of place cells in error reduction for path integration, the animal's position estimates were d
235 conclude that, rather than representing pure path integration, the firing of head-direction cells and
236 by learning look-up tables for each speed of path integration, the model should exhibit a degree of r
239 f grid cells support distance estimation and path integration, then disruption of the grid regularity
242 n to distance information (a process called 'path integration') to maintain our spatial orientation d
243 ise behaviour, based on the internal cues of path integration, to facilitate the learning of visual l
244 The allocentric reference frame given by path integration transforms a goal direction into a goal
245 ace cells and entorhinal grid cells based on path integration treat the path-integration gain as a co
247 ol dynamics (velocity/acceleration) on human path integration using a novel motion-cueing algorithm.
249 rials performed under lighted conditions and path integration was tested under darkened conditions, t
250 to return to a home location without vision (path integration), we found a robust correlation between
251 unsupervised learning of visual features for path integration; we demonstrate the viability of this c
252 island cells may contribute more to spatial path integration, whereas ocean cells may facilitate con
253 lar, we investigate a homing vector model of path integration, whereby a navigator continuously track
254 recting attention to homing vector models of path integration, which differ from current movement-tra
255 r animals stay spatially oriented is through path integration, which operates by integrating self-mot
256 potential homing vector mechanism supporting path integration, which recruits hippocampus and retrosp