Yonatan Loewenstein Lab

ELSC Members

Loewenstein's lab

We are an interdisciplinary laboratory, interested in computational neuroscience and computational cognition. Research in the lab in recent years has primarily revolved around the neural mechanisms and computational principles underlying different types of learning. However, we are easily distracted and study whatever question we find interesting.

Envelope Phone-alt

Yonatan Loewenstein

Professor

Email: yonatan@huji.ac.il
Phone: +972-2-6585996
Address: The Edmond and Lily Safra Center for Brain Sciences
The Suzanne and Charles Goodman Brain Sciences Building,
Level 1, Room 2101, Edmond J. Safra Campus,
The Hebrew of University Jerusalem, 9190401
https://loewenstein.huji.ac.il
Loewenstein's lab
Tomer
Tomer Barak
PhD Student
Mousa_Karayanni
Mousa Karayanni
PhD Student
David_shoresh
David Shoresh
MSc Student
Tsahi3
Tsahi Asher
MSc Student
david_hansel
David Hansel
Visiting Professor
shir_shapira
Shir Shapira
Lab Manager
Silviya_-Tommasin
Silviya Tommasin
Victor_Perdrosa
Victor Pedrosa
46614-1680104701
Gianluigi Mongillo
Erez
Erez Wolfson
hananShteingart
Chanan Shteingart
Noam 2019
Noam Saadon-Grosman
Ofri_raviv
Ofri Raviv
Tal_Neiman
Tal Neiman
Lior Lebovich
Lior Lebovich
Lior Fox
Lior Fox
Lotem
Lotem Elber-Dorozko
Ohad_Dan
Ohad Dan
Galit_Agmon
Galit Agmon
Uri Yanover
Uri Yanover
studen-Dana-Shulman-2---yonatan
Dana Shulman
Eran_Marom
Eran Marom
Yinnon_Dolev
Yinnon Dolev
Yoni_Lavi
Yoni Lavi
Neta_Ravid
Neta Ravid
David_ungarish
David Ungarish
Matan_sorek
Matan Sorek
Assif_ziv
Assif Ziv
ADMIN PHOTO
Paymon Ashourian
ELSC-Seminars-General
Dror Cohen
Tal_Neiman
Tal Neiman
Ohad_assulin
Ohad Asulin
ELSC-Seminars-General
Galit Agmon
ELSC-Seminars-General
Yinnon Dolev
Eran_Marom
Eran Marom
Ofri_raviv
Ofri Raviv
hananShteingart
Hanan Shteingart
Uri Yanover
Uri Yanover
ELSC-Seminars-General
Daniel Schwartz
Ohad_assulin
Ohad Assulin
ELSC-Seminars-General
Dror Cohen
Yoni_Lavi
Yoni Lavi
Neta_Ravid
Neta Ravid
Matan Sorek
David_ungarish
David Ungarish
Assif_ziv
Assif Ziv
D Shoresh, Y Loewenstein

Modeling the Centaur: Human-Machine Synergy in Sequential Decision Making

arXiv  (2024)

T Barak, Y Loewenstein

Untrained neural networks can demonstrate memorization-independent abstract reasoning

Scientific Reports (2024)

T Barak, Y Loewenstein

Is it me, or is A larger than B: Uncovering the determinants of relational cognitive dissonance resolution

arXiv  (2024)

Z Liu, R Reiner, Y Loewenstein, E Lottem

Value Modulation of Self-Defeating Impulsivity

Biological Psychiatry (2024)

Saadon-Grosman, N., Asher, T., & Loewenstein, Y.

On the Geometry of Somatosensory Representations in the Cortex

bioRxiv (2024)

Lebovich, L., Kaplan, L., Hansel, D., & Loewenstein, Y.

Idiosyncratic choice bias and feedback-induced bias differ in their long-term dynamics

bioRxiv (2024)

Lebovich, L., Alisch, T., Redhead, E. S., Parker, M. O., Loewenstein, Y., Couzin, I. D., & de Bivort, B. L.

Spatiotemporal dynamics of locomotor decisions in Drosophila melanogaster

bioRxiv (2024)

Barak, T., & Loewenstein, Y.

Investigating learning-independent abstract reasoning in artificial neural networks

arXiv (2024)

E. J. Wolfson, T. Fekete, Y. Loewenstein & O. Shriki

Multi-scale entropy assessment of magnetoencephalography signals in schizophrenia

Scientific Reports (2024)

Barak, T., & Loewenstein, Y.

Naive Few-Shot Learning: Uncovering the fluid intelligence of machines

arXiv (2022)

Barak, T., & Loewenstein, Y.

Zero-Episode Few-Shot Contrastive Predictive Coding: Solving intelligence tests without prior training

arXiv (2022)

Noda, T., Kienle, E., Eppler, J. – B., Aschauer, D. F., Kaschube, M., Loewenstein, Y., & Rumpel, S.

Homeostasis of a representational map in the neocortex

bioRxiv (2023)

Fox, L., Dan, O., & Loewenstein, Y.

On the computational principles underlying human exploration

PsyArXiv (2023)

Elber-Dorozko, L., & Loewenstein, Y.

Do Retinal Neurons Also Represent Somatosensory Inputs? On Why Neuronal Responses Are Not Sufficient to Determine What Neurons Do

Cognitive Science (2023)

Noam Shental, Yonatan Loewenstein

Computational Models in Cognition

Lamda – The Open University Books, Pp. 370 (2023)

Dana Shulman, Serafima Dubnov, Tamara Zorbaz, Nimrod Madrer, Iddo Paldor, David A. Bennett, Sudha Seshadri, Elliott J. Mufson, David S. Greenberg, Yonatan Loewenstein, Hermona Soreq

Sex-specific declines in cholinergic-targeting tRNA fragments in the nucleus accumbens in Alzheimer’s disease

Alzheimer’s & Dementia, 19, 11, Pp. 5159-5172 (2023)

Johannes P.-H. Seiler, Ohad Dan, Oliver Tüscher, Yonatan Loewenstein, Simon Rumpel

Experienced entropy drives choice behavior in a boring decision-making task

Scientific Reports, 12, Pp. 3162 (2022)

Galit Agmon, Yonatan Loewenstein, Yosef Grodzinsky

Negative Sentences Exhibit a Sustained Effect in Delayed Verification Tasks

Journal Of Experimental Psychology: Learning, Memory, And Cognition, 48, 1, Pp. 122-141 (2022)

Lior Lebovich, Michael Yunerman, Viviana Scaiewicz, Yonatan Loewenstein, Dan Rokni

Paradoxical relationship between speed and accuracy in olfactory figure-background segregation

Plos Computational Biology, 17, 12, Pp. e1009674 (2021)

Ron Refaeli, Adi Doron, Aviya Benmelech-Chovav, Maya Groysman, Tirzah Kreisel, Yonatan Loewenstein, Inbal Goshen

Features of hippocampal astrocytic domains and their spatial relation to excitatory and inhibitory neurons

Glia, Volume 69, Issue 10, Pp. 2378-2390 (2021)

Yosef Grodzinsky, Virginia Jaichenco, Isabelle Deschamps, Maria Elina Sanchez, Martin Fochs, Peter Pieperhoff, Yonatan Loewenstein, And Katrin Amunts

NEGATION AND THE BRAIN: Experiments in health and in focal brain disease, and their theoretical implications

Oxford University Press (2020)

Sagi Jaffe-Dax, Ofri Raviv, Yonatan Loewenstein, Merav Ahissar

A Computational Model of Dyslexics’ Perceptual Difficulties as Impaired Inference of Sound Statistics

(2017)

Yonatan Loewenstein, Ofri Raviv, Merav Ahissar

Dissecting the Roles of Supervised and Unsupervised Learning in Perceptual Discrimination Judgments

Journal of Neuroscience JN-RM-0757-20 (2021)

Castello-Waldow TP, Weston G, Ulivi AF, Chenani A, Loewenstein Y, Chen A, et al.

Hippocampal neurons with stable excitatory connectivity become part of neuronal representations

PLoS Biol 18(11): e3000928 (2020)

Lior Fox, Ohad Dan, Lotem Elber-Dorozko, Yonatan Loewenstein

Exploration: from machines to humans

Current Opinion in Behavioral Sciences, Volume 35, 2020, Pages 104-111, ISSN 2352-1546 (2020)

Leshem Choshen, Lior Fox, Zohar Aizenbud, Omri Abend

On the Weaknesses of Reinforcement Learning for Neural Machine Translation

International Conference on Learning Representations (ICLR) (2020)

Noam Saadon-Grosman, Shahar Arzy, Yonatan Loewenstein

Hierarchical cortical gradients in somatosensory processing

NeuroImage Volume 222, 2020, 117257 (2020)

Noam Saadon-Grosman, Yonatan Loewenstein, Shahar Arzy

The “creatures” of the human cortical somatosensory system

Brain Communications Volume 2, Issue 1, fcaa003 (2020)

Kiyohito Iigaya, Yashar Ahmadian, Leo P. Sugrue, Greg S. Corrado, Yonatan Loewenstein, William T. Newsome & Stefano Fusi

Deviation from the matching law reflects an optimal strategy involving learning over multiple timescales

Nature Communications volume 10, Article number: 1466 (2019)

Ohad Dan & Yonatan Loewenstein

From choice architecture to choice engineering

Nature Communications, volume 10, Article number: 2808 (2019)

Lior Lebovich, Ran Darshan, Yoni Lavi, David Hansel, Yonatan Loewenstein

Idiosyncratic choice bias naturally emerges from intrinsic stochasticity in neuronal dynamics

Nature Human Behaviour (2019)

Grodzinsky Y, Deschamps I, Pieperhoff P, Iannilli F, Agmon G, Loewenstein Y, Amunts K

Logical negation mapped onto the brain

Brain Structure and Function (2019)

Galit Agmon, Yonatan Loewenstein, Yosef Grodzinsky

Measuring the cognitive cost of downward monotonicity by controlling for negative polarity

Glossa: A Journal of General Linguistics, 4(1), 36. (2019)

Gonzales BJ, Mukherjee D, Ashwal-Fluss R, Loewenstein Y, Citri A

Subregion-specific rules govern the distribution of neuronal immediate-early gene induction

Proceedings of the National Academy of Sciences (2019)

Fox, L. Choshen, L., and Loewenstein, Y.,

DORA the explorer: directed outreaching reinforcement action-selection

Proc. ICLR (2018)

Mongillo G, Rumpel S, Loewenstein Y

Inhibitory connectivity defines the realm of excitatory plasticity

Nature Neuroscience, 21, 1463–1470 (2018)

Elber-Dorozko, L. and Loewenstein, Y.,

Striatal action-value neurons reconsidered

eLife 7: e34248. (2018)

Dan, O., Hochner-Celnikier, D., Solinca, A. and Loewenstein, Y.

Association of Catastrophic Neonatal Outcomes With Increased Rate of Subsequent Cesarean Deliveries

Obstetrics and Gynecology (2017)

Murakami M, Shteingart H, Loewenstein Y, Mainen ZF.

Distinct Sources of Deterministic and Stochastic Components of Action Timing Decisions in Rodent Frontal Cortex

Neuron. May 17;94(4):908-919.e7. (2017)

Mongillo, G., Rumpel, S. and Loewenstein Y.

Intrinsic volatility of synaptic connections – a challenge to the synaptic trace theory of memory

Current Opinion in Neurobiology (2017)

Mongillo G, Loewenstein Y.

Neuroscience: Formation of a Percept in the Rat Cortex

Curr Biol. 2017 Jun 5;27(11):R423-R425. (2017)

Shteingart H, Loewenstein Y.

Heterogeneous Suppression of Sequential Effects in Random Sequence Generation, but Not in Operant Learning

PLoS One. 2016 Aug 18;11(8):e0157643. (2016)

Jaffe-Dax S, Raviv O, Jacoby N, Loewenstein Y, Ahissar M.

A Computational Model of Implicit Memory Captures Dyslexics’ Perceptual Deficits

J Neurosci. 2015 Sep 2;35(35):12116-26. (2015)

Loewenstein Y, Yanover U, Rumpel S.

Predicting the Dynamics of Network Connectivity in the Neocortex

J Neurosci. 2015 Sep 9;35(36):12535-44. (2015)

Shteingart H., Loewenstein Y.

The Effect of Sample Size and Cognitive Strategy on Probability Estimation Bias

Decison, 04/2015, Volume 2, Issue 2, p.107-117 (2015)

Deschamps I, Agmon G, Loewenstein Y, Grodzinsky Y.

The processing of polar quantifiers, and numerosity perception

Cognition. 2015 Oct;143:115-28. (2015)

Ofri Raviv, Itay Lieder, Yonatan Loewenstein, and Merav Ahissar

Contradictory Behavioral Biases Result from the Influence of Past Stimuli on Perception

PLoS Comput Biol. 2014 Dec; 10(12): e1003948. (2014)

Shteingart H, Loewenstein Y.

Reinforcement learning and human behavior

Curr Opin Neurobiol. 2014 Apr;25:93-8. doi: 10.1016/j.conb.2013.12.004. (2014)

Tal Neiman and Yonatan Loewenstein

Spatial Generalization in Operant Learning: Lessons from Professional Basketball

PLoS Comput Biol. 2014 May; 10(5): e1003623. (2014)

Gianluigi Mongillo, Hanan Shteingart, and Yonatan Loewenstein

The Misbehavior of Reinforcement Learning

Proceedings of the IEEE, 04/2014, Volume 102, Issue 4, p.528-541 (2014)

We are always looking for good graduate students and postdocs with a strong computational background that are interested in brain and behavior.
Website:
Lab Website
ELSC Program in Theoretical Neuroscience

Bounded learning – biological constraints in cortical learning – Prof. Yonatan Loewenstein
https://www.youtube.com/watch?v=mb6bE2f-mQ4

Choice engineering and the modeling of operant learning https://www.youtube.com/watch?v=ZoOkLchQfnc&t=997s
Envelope Phone-alt

Yonatan Loewenstein

Professor

Email: yonatan@huji.ac.il
Phone: +972-2-6585996
Address: The Edmond and Lily Safra Center for Brain Sciences
The Suzanne and Charles Goodman Brain Sciences Building,
Level 1, Room 2101, Edmond J. Safra Campus,
The Hebrew of University Jerusalem, 9190401
https://loewenstein.huji.ac.il

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