Mikael Lundqvist
Senior Forskare
E-postadress: mikael.lundqvist@ki.se
Telefon: +46852483399
Besöksadress: Nobels väg 9, 17177 Stockholm
Postadress: K8 Klinisk neurovetenskap, K8 Psykologi Lundström Lundqvist, 171 77 Stockholm
Del av:
- Institutionen för klinisk neurovetenskap
- Avdelningen för psykologi
- Perceptuell neurovetenskap – Johan Lundströms forskargrupp
- Mikael Lundqvists team
Om mig
- Research is focused on working memory and attentions, using experimental and
theoretical approaches. Human, non-human data is compared to network
simulations to understand principles of cognition.
Artiklar
- Article: NATURE COMMUNICATIONS. 2024;15(1):8950Liljefors J; Almeida R; Rane G; Lundstrom JN; Herman P; Lundqvist M
- Article: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 2024;121(42):e2315160121Xiong YS; Donoghue JA; Lundqvist M; Mahnke M; Major AJ; Brown EN; Miller EK; Bastos AM
- Article: PLOS BIOLOGY. 2024;22(10):e3002849Norden F; Iravani B; Schaefer M; Winter AL; Lundqvist M; Arshamian A; Lundstrom JN
- Article: NATURE COMMUNICATIONS. 2023;14(1):1429Lundqvist M; Brincat SL; Rose J; Warden MR; Buschman TJ; Miller EK; Herman P
- Article: PLOS COMPUTATIONAL BIOLOGY. 2022;18(12):e1010776Kozachkov L; Tauber J; Lundqvist M; Brincat SL; Slotine J-J; Miller EK
- Article: PROGRESS IN NEUROBIOLOGY. 2022;219:102372Hahn LA; Balakhonov D; Lundqvist M; Nieder A; Rose J
- Article: SCIENTIFIC REPORTS. 2022;12(1):15050Lundqvist M; Rose J; Brincat SL; Warden MR; Buschman TJ; Herman P; Miller EK
- Journal article: PSYCHOPHYSIOLOGY. 2022;59(5):e13827Lundqvist M; Wutz A
- Article: PLOS COMPUTATIONAL BIOLOGY. 2022;18(1):e1009827Bhattacharya S; Brincat SL; Lundqvist M; Miller EK
- Article: NEUROIMAGE. 2021;237:118130Iravani B; Arshamian A; Lundqvist M; Kay LM; Wilson DA; Lundstrom JN
- Article: ELIFE. 2021;10:e60824Bastos AM; Donoghue JA; Brincat SL; Mahnke M; Yanar J; Correa J; Waite AS; Lundqvist M; Roy J; Brown EN; Miller EK
- Article: NEURON. 2021;109(6):1055-1066.e4Brincat SL; Donoghue JA; Mahnke MK; Kornblith S; Lundqvist M; Miller EK
- Article: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 2020;117(49):31459-31469Bastos AM; Lundqvist M; Waite AS; Kopell N; Miller EK
- Article: JOURNAL OF COGNITIVE NEUROSCIENCE. 2020;32(10):2024-2035Lundqvist M; Bastos AM; Miller EK
- Article: PLOS COMPUTATIONAL BIOLOGY. 2020;16(8):e1007659Kozachkov L; Lundqvist M; Slotine J-J; Miller EK
- Article: JOURNAL OF NEUROSCIENCE. 2019;39(42):8231-8238Schmidt R; Herrojo Ruiz M; Kilavik BE; Lundqvist M; Starr PA; Aron AR
- Article: JOURNAL OF NEUROSCIENCE. 2018;38(32):7013-7019Lundqvist M; Herman P; Miller EK
- Article: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 2018;115(5):1117-1122Bastos AM; Loonis R; Kornblith S; Lundqvist M; Miller EK
- Article: NATURE COMMUNICATIONS. 2018;9(1):394Lundqvist M; Herman P; Warden MR; Brincat SL; Miller EK
- Article: NEURON. 2016;90(1):152-164Lundqvist M; Rose J; Herman P; Brincat SL; Buschman TJ; Miller EK
- Article: PLOS ONE. 2014;9(10):e108590Petrovici MA; Vogginger B; Müller P; Breitwieser O; Lundqvist M; Muller L; Ehrlich M; Destexhe A; Lansner A; Schüffny R; Schemmel J; Meier K
- Article: JOURNAL OF NEUROSCIENCE. 2013;33(29):11817-11824Lundqvist M; Herman P; Lansner A
- Article: JOURNAL OF COGNITIVE NEUROSCIENCE. 2011;23(10):3008-3020Lundqvist M; Herman P; Lansner A
- Article: BIOLOGICAL CYBERNETICS. 2011;104(4-5):263-296Brüderle D; Petrovici MA; Vogginger B; Ehrlich M; Pfeil T; Millner S; Grübl A; Wendt K; Müller E; Schwartz M-O; de Oliveira DH; Jeltsch S; Fieres J; Schilling M; Müller P; Breitwieser O; Petkov V; Muller L; Davison AP; Krishnamurthy P; Kremkow J; Lundqvist M; Muller E; Partzsch J; Scholze S; Zühl L; Mayr C; Destexhe A; Diesmann M; Potjans TC; Lansner A; Schüffny R; Schemmel J; Meier K
- Article: PLOS COMPUTATIONAL BIOLOGY. 2010;6(6):e1000803Lundqvist M; Compte A; Lansner A
- Article: IBM JOURNAL OF RESEARCH AND DEVELOPMENT. 2008;52(1-2):31-41Djurfeldt M; Lundqvist M; Johansson C; Rehn M; Ekeberg O; Lansner A
- Article: NETWORK-COMPUTATION IN NEURAL SYSTEMS. 2006;17(3):253-276Lundqvist M; Rehn M; Djurfeldt M; Lansner A
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Alla övriga publikationer
- Review: TRENDS IN COGNITIVE SCIENCES. 2024;28(7):662-676Lundqvist M; Miller EK; Nordmark J; Liljefors J; Herman P
- Preprint: RESEARCH SQUARE. 2024Miller E; Batabyal T; Brincat S; Donoghue J; Lundqvist M; Mahnke M
- Preprint: BIORXIV. 2024Chernik C; van den Berg R; Lundqvist M
- Preprint: BIORXIV. 2023Liljefors J; Almeida R; Rane G; Lundström J; Herman P; Lundqvist M
- Preprint: BIORXIV. 2023The how, when, and what of odor valence communication between the olfactory bulb and piriform cortexNordén F; Iravani B; Schaefer M; Winter A; Lundqvist M; Lundqvist M; Arshamian A; Lundström J
- Preprint: BIORXIV. 2023;BIORXIVXiong YS; Donoghue JA; Lundqvist M; Mahnke M; Major AJ; Brown EN; Miller EK; Bastos AM
- Preprint: BIORXIV. 2022Lundqvist M; Rose J; Warden M; Buschman T; Herman P; Miller E
- Preprint: BIORXIV. 2021Iravani B; Arshamian A; Lundqvist M; Kay L; Wilson D; Lundström J
- Preprint: BIORXIV. 2021Lundqvist M; Brincat SL; Rose J; Warden MR; Buschman T; Miller EK; Herman P
- Published conference paper: BRAIN RESEARCH. 2013;1536:68-87Herman PA; Lundqvist M; Lansner A
Forskningsbidrag
- Swedish Research Council1 January 2023 - 31 December 2026The flexible control over the contents of our working memory (WM) frees us from reflexive behavior and supports central cognitive behaviors such as planning and language comprehension. WM capacity is strongly correlated with individual intelligence and it is one of the most studied aspects of human cognition. A major limitation of previous research on visually related WM is that it has typically required experimental subjects to not move their heads or gaze to create a tightly controlled environment. In everyday life, however, gaze position constantly changes as we walk around, turn our heads, and make eye-movements. The focus of this project is to start mapping the mechanisms that underlie WM processes in real-life, dynamic environments. We will conduct a series of behavioral and EEG experiments that utilize instructed eye-movements while subjects use their WM. This will allow us to determine the impact of gaze shifts while maintaining the experimental control of classical WM experiments. We will simultaneously record behavior, EEG, and gaze shifts to allow direct inference. The goal is to understand how WM representations are transformed following gaze shifts to account for the new frame of reference, and how this impacts behavior. This will ultimately provide us with fundamental insights on how we update contents of WM to serve future behavior. The project will therefore provide important insights into the workings of working memory in real life scenarios.
- European Research Council1 June 2021 - 31 May 2026Working memory (WM) is a fundamental cognitive capability. It refers to our ability to hold, select and manipulate several objects in mind simultaneously. It allows us to engage in flexible behavior and is tightly linked to fluid intelligence. This project will answer an essential, yet unsolved aspect of WM: How can primates use their WM in a generalized way and control what they think about? If you hear apple, stone and pear in sequence, and then you are asked to imagine the first fruit, how is it that you do not confuse apples with pears? There are many competing models of WM, but no biologically detailed models are capable of generalization. Neural networks can be trained to perform similar WM tasks as primates do, a major difference is that primates generalize their training. They can learn the task on a set of objects, then perform it on a novel set. Computational models typically rely on changing the connections between units to achieve the desired activity patterns to solve the task. Since these activity patterns depend on the objects held in WM, the training does not translate to novel objects. I propose a new solution to this problem, the Hot-Coal model of WM. It relies on a novel computational principle in which spatial location of information, rather than connectivity, is controlled by excitatory bursts to support cognition. I will explore this principle and test it in data. Preliminary tests suggest that the Hot-Coal theory is supported by electrophysiological data from primates. By implementing the theory in computational networks I aim to demonstrate the generalization mechanism and provide more detailed predictions. Finally, I will use the theory to resolve seemingly conflicting findings regarding the mechanisms underlying WM, by reproducing them in a single model. The new theory could constitute a significant advance in the mechanistic understanding of one of the most central and puzzling components of cognition.
- Single-trial analysis in CognitionBrain and Behavior Research Foundation1 January 2018 - 1 January 2019
Anställningar
- Senior Forskare, Klinisk neurovetenskap, Karolinska Institutet, 2022-