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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Posts
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portfolio
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presentations
A Matched Filtering Algorithm for Sharp-Wave Ripple Detection in Hippocampal Local Field Potential Recordings
Published:
Authors: Liao Z & Losonczy A
Role of hippocampal VIP interneurons in reward-oriented spatial learning
Published:
Authors: Turi GF, Liao Z, Li WK, Zaremba JD, Grosmark AD, Luo X, Topolnik L, Losonczy A
Large-scale volumetric calcium imaging of hippocampal microcircuits during head-fixed spatial navigation and learning
Published:
Authors: Sparks FT, Siegfried W, Liao Z, Li WK, Nyilas R, Vancura B, Blockus H, Vaziri A, Losonczy A
Interictal events recruit distinct ensembles of adult-born and mature granule cells in the epileptic dentate gyrus
Published:
Authors: Sparks FT*, Liao Z*, Soltesz I, Losonczy A
Circuit level cell-type specific population dynamics within the dentate gyrus during interictal events in the kainic acid mouse model of temporal lobe epilepsy
Published:
Authors: Sparks FT*, Liao Z*, Soltesz I, Losonczy A
The excitability functionality trade-off: Random graph models of epilepsy
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Authors: Liao Z, Losonczy A, Papadimitriou C Talk recording
A Novel Mechanism of Adaptive Stimulus Selection for Sharp Wave Ripple-related Memory Consolidation in the Hippocampus
Published:
Authors: Terada S, Liao Z, Hadjiabadi D, Soltesz I, Losonczy A
Hebbian plasticity of GABAergic synapses sufficient for consolidation of world structure by CA3 replay
Published:
Authors: Liao Z*, Hadjiabadi D*, Terada S, Soltesz I, Losonczy A
Data-driven biophysical model of genetic epilepsy predicts loss of cue cell suppression during sharp-wave ripple associated memory replay
Published:
Authors: Hadjiabadi D, Liao Z*, Nguyen Q, Terada S, Losonczy A, Soltesz I
GABAergic plasticity for world structure inference by CA3
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Authors: Liao Z</b>, Hadjiabadi D, Terada S, Soltesz I, Losonczy A
publications
Impaired hippocampal place cell dynamics in a mouse model of the 22q11.2 deletion
Published in Nature Neuroscience, 2017
Recommended citation: Zaremba JD, Diamantopoulou A, Danielson NB, Grosmark AD, Kaifosh PW, Bowler JC, Liao Z, Sparks FT, Gogos JA, Losonczy A. Impaired hippocampal place cell dynamics in a mouse model of the 22q11. 2 deletion. Nature neuroscience. 2017 Nov;20(11):1612-23. https://www.nature.com/articles/nn.4634
Vasoactive intestinal polypeptide-expressing interneurons in the hippocampus support goal-oriented spatial learning
Published in Neuron, 2019
Recommended citation: Turi GF*, Li WK*, Chavlis S*, Pandi I, O’Hare J, Priestley JB, Grosmark AD, Liao Z, Ladow M, Zhang JF, Zemelman BV. Vasoactive intestinal polypeptide-expressing interneurons in the hippocampus support goal-oriented spatial learning. Neuron. 2019 Mar 20;101(6):1150-65. https://www.sciencedirect.com/science/article/pii/S0896627319300108
Hippocampal adult-born granule cells drive network activity in a mouse model of chronic temporal lobe epilepsy
Published in Nature Communications, 2020
Recommended citation: Sparks FT*, Liao Z*, Li W, Grosmark A, Soltesz I, Losonczy A. Hippocampal adult-born granule cells drive network activity in a mouse model of chronic temporal lobe epilepsy. Nature Communications. 2020 Dec 01;11(1):1-3. https://www.nature.com/articles/s41467-020-19969-2
Maximally selective single-cell target for circuit control in epilepsy models
Published in Neuron, 2021
Recommended citation: Hadjiabadi D, Lovett-Barron M, Raikov IG, Sparks FT, Liao Z, Baraban SC, Leskovec J, Losonczy A, Deisseroth K, Soltesz I. Maximally selective single-cell target for circuit control in epilepsy models. Neuron. 2021 Jun 30. https://www.sciencedirect.com/science/article/pii/S0896627321004220
Recruitment and inhibitory action of hippocampal axo-axonic cells during behavior
Published in Neuron, 2021
Recommended citation: Dudok B*, Szoboszlay M*, Anirban P*, Klein P*, Liao Z*, Hwaun E, Szabo GG, Geiller T, Vancura B, Wang BS, McKenzie S, Homidan J, Klaver L, English DF, Huang ZJ, Buzsáki G, Losonczy A, Soltesz I. Recruitment and inhibitory action of hippocampal axo-axonic cells during behavior. Neuron. 2021 Oct 13. https://authors.elsevier.com/sd/article/S0896-6273(21)00706-6
Adaptive stimulus selection for consolidation in the hippocampus
Published in Nature, 2021
Recommended citation: Terada S, Geiller T*, Liao Z*, O'Hare J*, Vancura B*, Losonczy A. Adaptive stimulus selection for consolidation in the hippocampus. Nature. 2021 Dec 08. https://www.nature.com/articles/s41586-021-04118-6
A consensus statement on detection of hippocampal sharp wave ripples and differentiation from other fast oscillations
Published in Nature Communications, 2022
Recommended citation: Anli A. Liu, Simon Henin, Saman Abbaspoor, Anatol Bragin, Elizabeth A. Buffalo, Jordan S. Farrell, David J. Foster, Loren M. Frank, Tamara Gedankien, Jean Gotman, Jennifer A. Guidera, Kari L. Hoffman, Joshua Jacobs, Michael J. Kahana, Lin Li, Zhenrui Liao, Jack J. Lin, Attila Losonczy, Rafael Malach, Matthijs A. van der Meer, Kathryn McClain, Bruce L. McNaughton, Yitzhak Norman, Andrea Navas-Olive, Liset M. de la Prida, Jon W. Rueckemann, John J. Sakon, Ivan Skelin, Ivan Soltesz, Bernhard P. Staresina, Shennan A. Weiss, Matthew A. Wilson, Kareem A. Zaghloul, Michaël Zugaro & György Buzsáki. A consensus statement on detection of hippocampal sharp wave ripples and differentiation from other fast oscillations. Nature Communications. 2022 Oct 12. https://www.nature.com/articles/s41467-022-33536-x
An inhibitory plasticity mechanism for world structure inference by hippocampal replay
Published in bioRxiv, 2022
Recommended citation: Liao Z, Hadjiabadi D, Terada S, Soltesz I, and Losonczy A. An inhibitory plasticity mechanism for world structure inference by hippocampal replay. bioRxiv. 2022 Nov 03. https://www.biorxiv.org/content/10.1101/2022.11.02.514897.abstract
tension: A Python package for FORCE learning
Published in PLOS Computational Biology, 2022
Recommended citation: Liu LB, Losonczy A and Liao Z. tension: A Python package for FORCE learning. PLOS Computational Biology. 2022 Dec 19. https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1010722
Synaptic Basis of Behavioral Timescale Plasticity
Published in bioRxiv, 2023
Recommended citation: Gonzalez KC, Negrean A, Liao Z, Polleux F, Losonczy A. Synaptic Basis of Behavioral Timescale Plasticity. bioRxiv. 2023 Oct 04. https://www.biorxiv.org/content/10.1101/2023.10.04.560848v1.abstract
talks
Spectral and machine learning methods for detection of epileptiform electrophysiological events
Published:
Replay of world structure in CA3
Published:
Dissecting interictal epileptiform discharge diversity: A Bayesian topic modeling approach
Published:
Investigator workshop at the meeting of the American Epilepsy Society 2021
AI & the Brain: Learning to learn
Published:
Hippocampus learns metric spaces
Published:
teaching
Multivariable Calculus
Undergraduate course, Teaching Assistant, Columbia University, Department of Mathematics, 2014
Analysis and Optimization
Undergraduate course, Teaching Assistant (with Professor Davesh Maulik), Columbia University, Department of Mathematics, 2015
Professional Engineering
Undergraduate course, Teaching Assistant + Project Mentor, Imperial College, Department of Electrical and Electronics Engineering, 2015
Machine Learning
Graduate course, Teaching Assistant (with Professor Daniel Hsu), Columbia University, Department of Computer Science, 2016
Machine Learning
Graduate course, Teaching Assistant (with Professor Itsik Pe'er), Columbia University, Department of Computer Science, 2017
Information Theory in Theoretical Computer Science
PhD seminar, Teaching Assistant (with Professor Omri Weinstein), Columbia University, Department of Computer Science, 2017
Machine Learning
Graduate course, Teaching Assistant (with Professor Nakul Verma), Columbia University, Department of Computer Science, 2018
Unsupervised methods in Machine Learning
PhD seminar, Teaching Assistant (with Professor Nakul Verma), Columbia University, Department of Computer Science, 2018
Advanced Machine Learning
PhD seminar, Teaching Assistant (with Professor Nakul Verma), Columbia University, Department of Computer Science, 2020
Computation in the Brain
PhD seminar, Teaching Assistant (with Professor Christos Papadimitriou), Columbia University, Department of Computer Science, 2020
Mathematics of Theoretical Neuroscience
Graduate course, TA/Co-instructor (with Danil Tyukmanov), Columbia University, Department of Neurobiology and Behavior, 2021
Computation in the Brain
PhD seminar, Teaching Assistant (with Professor Christos Papadimitriou), Columbia University, Department of Computer Science, 2021
Artificial Intelligence
Winter course, Instructor, InspiritAI, 2021