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Yang S, Kiyonaga A. Connecting past and present. eLife 2024; 13:e101212. [PMID: 39136204 PMCID: PMC11321760 DOI: 10.7554/elife.101212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2024] Open
Abstract
A neural signature of serial dependence has been found, which mirrors the attractive bias of visual information seen in behavioral experiments.
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Affiliation(s)
- Sihan Yang
- University of California, San DiegoSan DiegoUnited States
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2
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Cheng S, Chen S, Shi Z. Opposing sequential biases in direction and time reproduction: Influences of task relevance and working memory. Br J Psychol 2024. [PMID: 39133516 DOI: 10.1111/bjop.12728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 07/28/2024] [Indexed: 08/13/2024]
Abstract
Our current perception and decision-making are shaped by recent experiences, a phenomenon known as serial dependence. While serial dependence is well-documented in visual perception and has been recently explored in time perception, their functional similarities across non-temporal and temporal domains remain elusive, particularly in relation to task relevance and working memory load. To address this, we designed a unified experimental paradigm using coherent motion stimuli to test both direction and time reproduction. The direction and time tasks were randomly mixed across trials. Additionally, we introduced pre-cue versus post-cue settings in separate experiments to manipulate working memory load during the encoding phase. We found attractive biases in time reproduction but repulsive biases in direction estimation. Notably, the temporal attraction was more pronounced when the preceding task was also time-related. In contrast, the direction repulsion remained unaffected by the nature of the preceding task. Additionally, both attractive and repulsive biases were enhanced by the post-cue compared to the pre-cue. Our findings suggest that opposing sequential effects in non-temporal and temporal domains may originate from different processing stages linked to sensory adaptation and post-perceptual processes involving working memory.
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Affiliation(s)
- Si Cheng
- General and Experimental Psychology, Department of Psychology, LMU Munich, Munich, Germany
| | - Siyi Chen
- General and Experimental Psychology, Department of Psychology, LMU Munich, Munich, Germany
| | - Zhuanghua Shi
- General and Experimental Psychology, Department of Psychology, LMU Munich, Munich, Germany
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Zhang Z, Lewis-Peacock JA. Integration of history information Drives Serial Dependence and Stabilizes Working Memory Representations. J Neurosci 2024; 44:e2399232024. [PMID: 38897722 PMCID: PMC11308318 DOI: 10.1523/jneurosci.2399-23.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 04/29/2024] [Accepted: 05/01/2024] [Indexed: 06/21/2024] Open
Abstract
Serial dependence has shown seemingly contradictory effects on visual perception and working memory. While serial dependence promotes perpetual and mnemonic stability, it biases behavioral reports toward prior information. The neural mechanisms that drive both biasing and adaptive stabilizing effects are not well understood. We proposed and tested a reactivation and integration mechanism that can account for these contradictory effects. We used multivariate pattern analyses of EEG data (26 human participants, 17 females, 9 males) to examine the reactivation of prior reported orientation during the delay period of a visual working memory task. The reactivation strength of prior reports, but not prior sensory items, was predictive of the magnitude of serial dependency biases. These reactivated representations integrated with the representation of the current memory item and improved the ability to decode the current contents of memory. Overall, our data provide convergent evidence suggesting that prior reports in a visual working memory task are reactivated on the subsequent trial and become integrated with current memory representations. This similarity-dependent reactivation mechanism drives both report biasing and stabilization effects attributed to serial dependence in working memory.
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Affiliation(s)
- Ziyao Zhang
- Department of Psychology, The University of Texas at Austin, Austin, Texas 78712
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4
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Zheng Z, Wang J. Interpersonal prior information informs ensemble coding through the co-representation process. Psychon Bull Rev 2024; 31:886-896. [PMID: 37783900 DOI: 10.3758/s13423-023-02390-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/10/2023] [Indexed: 10/04/2023]
Abstract
Humans have the ability to rapidly extract summary statistics from object groupings through a specific capability known as ensemble coding. Previous literature has reported that this ability can become biased by prior perceptual experiences at the individual level. However, it remains unknown whether interpersonal prior information could also bias ensemble perception through a co-representation process. Experiment 1 found that participants' summary estimations were biased toward their co-actor's stimuli. Experiment 2 confirmed a causal relationship between the bias effect and the co-representation process by showing a reduction in biased estimation after pairing participants with an out-group partner. These findings extend the sources of prior information exploited by humans during perceptual average from individual-level information (i.e., self-tasks) to interpersonal-level information (i.e., co-actor's tasks). More specifically, interpersonal prior information is shown to act in a top-down and implicit manner, biasing ensemble perception.
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Affiliation(s)
- Zheng Zheng
- School of Psychology, Zhejiang Normal University, Jinhua City, 321004, People's Republic of China
- Zhejiang Philosophy and Social Science Laboratory for the Mental Health and Crisis Intervention of Children and Adolescents, Zhejiang Normal University, Jinhua, China
- Key Laboratory of Intelligent Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, Zhejiang, 321004, China
| | - Jun Wang
- School of Psychology, Zhejiang Normal University, Jinhua City, 321004, People's Republic of China.
- Zhejiang Philosophy and Social Science Laboratory for the Mental Health and Crisis Intervention of Children and Adolescents, Zhejiang Normal University, Jinhua, China.
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Abstract
Much evidence has shown that perception is biased towards previously presented similar stimuli, an effect recently termed serial dependence. Serial dependence affects nearly every aspect of perception, often causing gross perceptual distortions, especially for weak and ambiguous stimuli. Despite unwanted side-effects, empirical evidence and Bayesian modeling show that serial dependence acts to improve efficiency and is generally beneficial to the system. Consistent with models of predictive coding, the Bayesian priors of serial dependence are generated at high levels of cortical analysis, incorporating much perceptual experience, but feed back to lower sensory areas. These feedback loops may drive oscillations in the alpha range, linked strongly with serial dependence. The discovery of top-down predictive perceptual processes is not new, but the new, more quantitative approach characterizing serial dependence promises to lead to a deeper understanding of predictive perceptual processes and their underlying neural mechanisms.
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Affiliation(s)
| | - Kyriaki Mikellidou
- Department of Management, University of Limassol, Nicosia, Cyprus;
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy;
- Department of Psychology, University of Cyprus, Nicosia, Cyprus
| | - David Charles Burr
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy;
- School of Psychology, University of Sydney, Sydney, New South Wales, Australia
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Cheng S, Chen S, Glasauer S, Keeser D, Shi Z. Neural mechanisms of sequential dependence in time perception: the impact of prior task and memory processing. Cereb Cortex 2024; 34:bhad453. [PMID: 38037371 DOI: 10.1093/cercor/bhad453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 11/02/2023] [Accepted: 11/04/2023] [Indexed: 12/02/2023] Open
Abstract
Our perception and decision-making are susceptible to prior context. Such sequential dependence has been extensively studied in the visual domain, but less is known about its impact on time perception. Moreover, there are ongoing debates about whether these sequential biases occur at the perceptual stage or during subsequent post-perceptual processing. Using functional magnetic resonance imaging, we investigated neural mechanisms underlying temporal sequential dependence and the role of action in time judgments across trials. Participants performed a timing task where they had to remember the duration of green coherent motion and were cued to either actively reproduce its duration or simply view it passively. We found that sequential biases in time perception were only evident when the preceding task involved active duration reproduction. Merely encoding a prior duration without reproduction failed to induce such biases. Neurally, we observed activation in networks associated with timing, such as striato-thalamo-cortical circuits, and performance monitoring networks, particularly when a "Response" trial was anticipated. Importantly, the hippocampus showed sensitivity to these sequential biases, and its activation negatively correlated with the individual's sequential bias following active reproduction trials. These findings highlight the significant role of memory networks in shaping time-related sequential biases at the post-perceptual stages.
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Affiliation(s)
- Si Cheng
- General and Experimental Psychology, Department of Psychology, Ludwig-Maximilians-Universität München, Leopoldstraße 13, 80802, Munich, Germany
| | - Siyi Chen
- General and Experimental Psychology, Department of Psychology, Ludwig-Maximilians-Universität München, Leopoldstraße 13, 80802, Munich, Germany
| | - Stefan Glasauer
- Computational Neuroscience, Institute of Medical Technology, Brandenburg University of Technology Cottbus-Senftenberg, Lipezker Straße 47, 03048, Cottbus, Germany
| | - Daniel Keeser
- NeuroImaging Core Unit Munich (NICUM), Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-Universität München, Nußbaumstraße 7, 80336, Munich, Germany
| | - Zhuanghua Shi
- General and Experimental Psychology, Department of Psychology, Ludwig-Maximilians-Universität München, Leopoldstraße 13, 80802, Munich, Germany
- NeuroImaging Core Unit Munich (NICUM), Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-Universität München, Nußbaumstraße 7, 80336, Munich, Germany
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Lim J, Lee SH. Spatial correspondence in relative space regulates serial dependence. Sci Rep 2023; 13:18162. [PMID: 37875592 PMCID: PMC10598270 DOI: 10.1038/s41598-023-45505-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 10/20/2023] [Indexed: 10/26/2023] Open
Abstract
Our perception is often attracted to what we have seen before, a phenomenon called 'serial dependence.' Serial dependence can help maintain a stable perception of the world, given the statistical regularity in the environment. If serial dependence serves this presumed utility, it should be pronounced when consecutive elements share the same identity when multiple elements spatially shift across successive views. However, such preferential serial dependence between identity-matching elements in dynamic situations has never been empirically tested. Here, we hypothesized that serial dependence between consecutive elements is modulated more effectively by the spatial correspondence in relative space than by that in absolute space because spatial correspondence in relative coordinates can warrant identity matching invariantly to changes in absolute coordinates. To test this hypothesis, we developed a task where two targets change positions in unison between successive views. We found that serial dependence was substantially modulated by the correspondence in relative coordinates, but not by that in absolute coordinates. Moreover, such selective modulation by the correspondence in relative space was also observed even for the serial dependence defined by previous non-target elements. Our findings are consistent with the view that serial dependence subserves object-based perceptual stabilization over time in dynamic situations.
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Affiliation(s)
- Jaeseob Lim
- Department of Brain and Cognitive Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - Sang-Hun Lee
- Department of Brain and Cognitive Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea.
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Weber J, Iwama G, Solbakk AK, Blenkmann AO, Larsson PG, Ivanovic J, Knight RT, Endestad T, Helfrich R. Subspace partitioning in the human prefrontal cortex resolves cognitive interference. Proc Natl Acad Sci U S A 2023; 120:e2220523120. [PMID: 37399398 PMCID: PMC10334727 DOI: 10.1073/pnas.2220523120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 05/31/2023] [Indexed: 07/05/2023] Open
Abstract
The human prefrontal cortex (PFC) constitutes the structural basis underlying flexible cognitive control, where mixed-selective neural populations encode multiple task features to guide subsequent behavior. The mechanisms by which the brain simultaneously encodes multiple task-relevant variables while minimizing interference from task-irrelevant features remain unknown. Leveraging intracranial recordings from the human PFC, we first demonstrate that competition between coexisting representations of past and present task variables incurs a behavioral switch cost. Our results reveal that this interference between past and present states in the PFC is resolved through coding partitioning into distinct low-dimensional neural states; thereby strongly attenuating behavioral switch costs. In sum, these findings uncover a fundamental coding mechanism that constitutes a central building block of flexible cognitive control.
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Affiliation(s)
- Jan Weber
- Hertie Institute for Clinical Brain Research, Center for Neurology, University Medical Center Tübingen, 72076Tübingen, Germany
- International Max Planck Research School for the Mechanisms of Mental Function and Dysfunction, University of Tübingen, 72076Tübingen, Germany
| | - Gabriela Iwama
- Hertie Institute for Clinical Brain Research, Center for Neurology, University Medical Center Tübingen, 72076Tübingen, Germany
- International Max Planck Research School for the Mechanisms of Mental Function and Dysfunction, University of Tübingen, 72076Tübingen, Germany
| | - Anne-Kristin Solbakk
- Department of Psychology, University of Oslo, 0373Oslo, Norway
- RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, University of Oslo, 0373Oslo, Norway
- Department of Neurosurgery, Oslo University Hospital, 0372Oslo, Norway
- Department of Neuropsychology, Helgeland Hospital, 8657Mosjøen, Norway
| | - Alejandro O. Blenkmann
- Department of Psychology, University of Oslo, 0373Oslo, Norway
- RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, University of Oslo, 0373Oslo, Norway
| | - Pal G. Larsson
- Department of Neurosurgery, Oslo University Hospital, 0372Oslo, Norway
| | - Jugoslav Ivanovic
- Department of Neurosurgery, Oslo University Hospital, 0372Oslo, Norway
| | - Robert T. Knight
- Helen Wills Neuroscience Institute, UC Berkeley, Berkeley, CA94720
- Department of Psychology, UC Berkeley, Berkeley, CA94720
| | - Tor Endestad
- Department of Psychology, University of Oslo, 0373Oslo, Norway
- RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, University of Oslo, 0373Oslo, Norway
| | - Randolph Helfrich
- Hertie Institute for Clinical Brain Research, Center for Neurology, University Medical Center Tübingen, 72076Tübingen, Germany
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