In memoriam: Naftali Tishby Lab

ELSC Members

Prof. Naftali Tishby passes away at the age of 68
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Ruth & Stan Flinkman Family Endowment Fund Chair in Brain Research
Tishby's Lab

NEWS

The 2019 IBT Award in Mathematical Neuroscience – THANKS!

Our Information Bottleneck Theory of Deep Learning has recently been noticed – at last!

See the Quanta-Magazine article on our work and my June 2017 Berlin Deep Learning Workshop talk which triggered it.

A longer talk given at Yandex, Moscow, October 10, 2017.

Recent & popular talks

ACDL, Siena, July 2019
MPI, Gottingen, July 2019
ISIT, Paris, July 2019
CBMM, Italy, June 2019
Gatsby triCenter meeting, London, June 2019
IPAM, Geometry of Big Data, UCLA, May 2019
Columbia University Economics, May 2019
IMVC, Tel-Aviv, April 2019 
CERN, Geneva, ML for HEP, April 2019
BrainTech, Tel-Aviv, March 2019
ICERM, Brown University, February 2019
Deep Learning & the Brain, ELSC, Jerusalem, January 2019
Directions in Theoretical Physics, Edinburgh, January 2019
Statistical Physics and Machine Learning: A 30 Year Perspectives, APS Physics Next Workshop, October 2018
Part I of a Mini-Course on The Information Theory of Deep Learning, ICTP, Trieste, November 2018
Part II of a Mini-Course on The Information Theory of Deep Learning, ICTP, Trieste, November 2018
Part III of a Mini-Course on The Information Theory of Deep Learning, ICTP, Trieste, November 2018
“What Makes Us Human: From Genes to Machines”, June 6, 2018, Jerusalem.
A Talk at the Israel Academy of Science, June 6, 2018, Jerusalem 
Interview on the future of Artificial Intelligence, The AI Summit, Berlin, June 2018.
Interview at SISSA , Trieste, Italy, before my physics colloquium, May 2018.
Perimeter Institute Physics Colloquium, Waterloo, Canada, April 2018.
Stanford CSE Colloquium, April 4, 2018.
Simons Institute, Berkeley, Public talk, April 9, 2018.
Simons Institute, Berkeley, “Brain & Computation program”, March 2018.
Human creativity, Music & Deep Learning, BIU, Nov. 29, 2017. 
The Synergy between Information and Control
שבוע אמנות ומוח 2016 דוד גרוסמן ופרופ’ נפתלי תשבי בדיאלוג על מוח, מחשבה, דמיון ויצירה

My Current Lab:

Selected Research Projects

We work at the interface between computer science, physics, and biology which provides some of the most challenging problems in today’s science and technology. We focus on organizing computational principles that govern information processing in biology, at all levels. To this end, we employ and develop methods that stem from statistical physics, information theory and computational learning theory, to analyze biological data and develop biologically inspired algorithms that can account for the observed performance of biological systems. We hope to find simple yet powerful computational mechanisms that may characterize evolved and adaptive systems, from the molecular level to the whole computational brain and interacting populations. An example is the Information Bottleneck method that provides a general principle for extracting relevant structure in multivariate data, characterizes complex processes, and suggests a general approach for understanding optimal adaptive biological behavior

Dina
Dina Moshitch
Lab Manager
Lital Summer
Lital Summer
Lab administrative officer
samira
Samira Souffi
Post Doc
MousaKarayanni
Mousa Karayanni
PhD Student
Sapir_Bashari
Sapir Bashari
Ph.D. Student
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Nimrod Agassi
M.Sc. Student
IMG_20240820_235100_061~2
Alon Dotan
B.Sc. Student
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Ana Polterovich
Alex
Alex Kazakov
Moran_Aharoni
Moran Aharoni
Kamini1
Kamini Sehrawat
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Arthur Berrou
Maciej pic
Maciej Jankowski
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Johannes Niediek
Ori brook
Ori Brook
ELSC-Seminars-General
Yael Bitterman
ELSC-Seminars-General
Itai Hershenhoren
ELSC-Seminars-General
Yehuda Albeck
bshara_0
Bshara Awwad
ELSC-background-010
Jonathan Rubin
ELSC-background-010
Dina Farkas
ELSC-Seminars-General
Flora Antunes
ELSC-Seminars-General
Eyal Wigderson
ELSC-Seminars-General
Dana Barniv
ELSC-Seminars-General
Ayelet Shapira
ELSC-Seminars-General
Amit Yaron
ELSC-Seminars-General
Alon Fishbach
Tohar Sion Yarden 001
Tohar Sion Yarden
ELSC-Seminars-General
Shahar Mendelssohn
Mor
Mor Harpaz
ELSC-Seminars-General
Tamar Regev
ELSC-Seminars-General
Leila Khouri
ELSC-Seminars-General
Liora Las
ELSC-Seminars-General
Livia de Hoz
ELSC-Seminars-General
Mor Nahum
ELSC-Seminars-General
Nachum Ulanovsky
ELSC-Seminars-General
Nevo Taaseh
ELSC-Seminars-General
Omer Bar-Yosef
ELSC-Seminars-General
Roi Kliper
ELSC-Seminars-General
Gal Chechik
ELSC-Seminars-General
Yaron Rotman
Nadav
Nadav Amir
ELSC-Seminars-General
Gideon Rothschild
J Niediek, MM Jankowski, A Polterovich, A Kazakov, I Nelken

bioRxiv (2024)

Gilday D. O., Praegel B., Maor I., Cohen T., Nelken I., Mizrahi A.

PLoS Computational Biology (2023)

Yarden. T., Mizrahi. A., Nelken I.

Journal of Neuroscience. (2022)

Rajendran VG, Tsdaka Y, Keung TY, Schnupp JWH, Nelken I.

iScience, in press (2023)

Polterovich, A., Jankowski, M.M., Niediek, J., Kazakov, A., Nelken, I.

bioRxiv (2024)

Sehrawat, K., Nelken, I.

bioRxiv (2024)

Maciej M. Jankowski , Mousa Karayanni, Mor Harpaz, Ana Polterovich , Israel Nelken

bioRxiv (2023)

Kenneth W. Latimer, Dylan Barbera, Michael Sokoletsky, Bshara Awwad, Yonatan Katz, Israel Nelken, Ilan Lampl, Adriene L. Fairhall, Nicholas J. Priebe

The Journal of Neuroscience (2020)

Maciej M. Jankowski, Ana Polterovich, Alex Kazakov, Johannes Niediek, Israel Nelken

BMC Biology (2023)

Bshara Awwad, Maciej M. Jankowski, Ana Polterovich, Sapir Bashari, Israel Nelken

Current Biology (2023)

Oren Amsalem, James King, Michael Reimann, Srikanth Ramaswamy, Eilif Muller, Henry Markram, Israel Nelken, Idan Segev

bioRxiv (2020)

Atlan G. Terem A. Peretz-Rivlin N., Sehrawat, K. Gonzales, B., Goll Y., Pozner G., Tasaka G., Goll Y., Rafaeli R., Zviran O., Lim B., Groysman M., Goshen I, Mizrahi A., Nelken I., Citri A.

Current Biology (2018)

Mizrahi A., Shalev A. Nelken I.

Current Opinion in Neurobiology (2014)

Rothschild G, Cohen L, Mizrahi A, Nelken I.

J Neurosci.  (2013)

Nadav Amir, Naftali Tishby, Israel Nelken

PLOS Computational Biology, e1010398 (2022)

Mousa Karayanni & Israel Nelken

Journal of Computational Neuroscience volume 50, pages139–143 (2022)

Lior Madmoni, Shir Tibor, Israel Nelken, Boaz Rafaely

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29, 2037-2047 (2021)

Nadav Amir, Reut Suliman-Lavie, Maayan Tal, Sagiv Shifman, Naftali Tishby, Israel Nelken

PLOS Computational Biology 16(12): e1008497 (2020)

Carsten H. Tischbirek, Takahiro Noda, Manabu Tohmi, Antje Birkner, Israel Nelken, Arthur Konnerth

Cell Reports 27 (5), 1319-1326. e5 (2019)

Huang,Shun-Ho, Shmoel,Nava, Jankowski, Maciej M., Erez, Hadas, Sharon,Aviv, Abu-Salah,Wesal, Nelken,Israel, Weiss,Aryeh, Spira,Micha E.

Frontiers in neuroscience 14, 926 (2020)

Meng Wang, Xiang Liao, Ruijie Li, Shanshan Liang, Ran Ding, Jingcheng Li, Jianxiong Zhang, Wenjing He, Ke Liu, Junxia Pan, Zhikai Zhao, Tong Li, Kuan Zhang, Xingyi Li, Jing Lyu, Zhenqiao Zhou, Zsuzsanna Varga, Yuanyuan Mi, Yi Zhou, Junan Yan, Shaoqun Zeng, Jian K. Liu, Arthur Konnerth, Israel Nelken, Hongbo Jia & Xiaowei Chen

Nature Communications 11 (1), 1-14 (2020)

Israel Nelken

Current Opinion in Physiology 18, 37-41 (2020)

Israel Nelken

Oxford Research Encyclopedia of Neuroscience (2017)

Itai Hershenhoren, Israel Nelken

Cerebral Cortex 27 (11), 5130-5143 (2016)

Alainde Cheveigné, Israel Nelken

Neuron 102 (2), 280-293 (2019)

Eban E., Rothschild G., Mizrahi A., Nelken I., Elidan G.

Artificial Intelligence and Statistics  (2013)

Tamar I Regev, Geffen Markusfeld, Leon Y Deouell, Israel Nelken

Cerebral Cortex 32 (1), 158-175 (2022)

Rothschild G, Nelken I, Mizrahi A.

Nat Neurosci. 2010 Mar;13(3):353-60. (2010)

Mor Harpaz, Maciej M. Jankowski, Leila Khouri, Israel Nelken

Progress in Neurobiology, Volume 202, 102049, ISSN 0301-0082 (2021)

Bshara Awwad, Maciej M Jankowski, Israel Nelken

Cerebral Cortex Volume 30, Issue 8, August 2020, Pages 4465–4480 (2020)

Regev, TI, Nelken I, Deouell LY.

Journal of Cognitive Neuroscience Early Access p.1-17 (2019)

Busche, M A, Wegmann S, Dujardin S, Commins C, Schiantarelli J, Klickstein N, Kamath TV, Carlson GA, Nelken I, Hyman BT.

Nat Neurosci (2019)

Kazakov, A, Nelken I.

Journal of Neuroscience Methods Volume 309, Pages 60-70 (2018)

Kazakov A, Jankowski MM, Nelken I.

Data Brief. 21:1451-1457 (2018)

de Hoz, L, Gierej D, Lioudyno V, Jaworski J, Blazejczyk M, Cruces-Solís H, Beroun A, Lebitko T, Nikolaev T, Knapska E, Nelken I, Kaczmarek L.

Cerebral Cortex, Volume 28, Issue 5, Pages 1645–1655 (2018)

Polterovich A, Jankowski MM, Nelken I.

PLoS One. 13(6):e0197678 (2018)

Keskin AD, Kekuš M, Adelsberger H, Neumann U, Shimshek DR, Song B, Zott B, Peng T, Förstl H, Staufenbiel M, Nelken I, Sakmann B, Konnerth A, Busche M A.

Proc Natl Acad Sci U S A. 114(32):8631-8636 (2017)

Li J, Liao X, Zhang J, Wang M, Yang N, Zhang J, Lv G, Li H, Lu J, Ding R, Li X, Guang Y, Yang Z, Qin H, Jin W, Zhang K, He C, Jia H, Zeng S, Hu Z, Nelken I, Chen X.

Cereb Cortex; 27(6):3254-3271 (2017)

Yarden TS, Nelken I.

PLoS Comput Biol. 3(3):e1005437 (2017)

Grimm, S, Escera C, Nelken I.

Biological Psychology Volume 116, Pages 23-27 (2016)

Wigderson, E, Nelken I, Yarom Y.

Proc Natl Acad Sci U S A, 113(29): 8308–8313 (2016)

Jonathan Rubin, Nahum Ulinovsky, Israel Nelken and Naftali Tishby

PLoS Comput Biol 12(8) e1005058 (2016)

Barniv D, Nelken I.

PLoS One. 2015 Dec 15;10(12):e0144788. (2015)

Khouri L, Nelken I.

Curr Opin Neurobiol. 2015 Dec;35:142-7. (2015)

Slomowitz E, Styr B, Vertkin I, Milshtein-Parush H, Nelken I, Slutsky M, Slutsky I.

https://doi.org/10.7554/eLife.04378 (2015)

Busche MA, Kekuš M, Adelsberger H, Noda T, Förstl H, Nelken I, Konnerth A.

Nat Neurosci. 2015 Nov;18(11):1623-30. (2015)

Moshitch D, Nelken I.

Cereb Cortex. 2016 Feb;26(2):656-68. (2014)

Xu X, Yu X, He J, Nelken I.

Front Neural Circuits. 2014 Jul 30;8:89. (2014)

Nelken I, Bizley J, Shamma SA, Wang X.

J Neurosci. 2014 Nov 12;34(46):15135-8. (2014)

Israel Nelken, Jennifer Bizley, Shihab A. Shamma, and Xiaoqin Wang

J Neurosci. 2014 Nov 12; 34(46): 15135–15138. (2014)

Itai Hershenhoren, Nevo Taaseh, Flora M. Antunes and Israel Nelken

Journal of Neuroscience 26 February 2014, 34 (9) 3303-3319. (2014)

Grodzinsky Y., Nelken I.

Science. 2014 Feb 28;343(6174):978-9. (2014)

Moshitch D, Nelken I.

J Neurosci Methods. 2014 Mar 30;225:13-28. (2014)

Nelken I, de Cheveigné A.

Nat Neurosci. 2013 Apr;16(4):381-2. (2013)

Nelken I, Yaron A, Polterovich A, Hershenhoren I.

Adv Exp Med Biol. 2013;787:411-8. (2013)

Eitan Globerson, and Israel Nelken

Front Syst Neurosci. 2013; 7: 35. (2013)

Chechik G, Nelken I.

Proc Natl Acad Sci U S A. 2012 Nov 13;109(46):18968-73. (2012)

Nelken I.

Int J Psychophysiol. 2012 Feb;83(2):253-5. (2012)

Yaron A, Hershenhoren I, Nelken I.

Neuron. 2012 Nov 8;76(3):603-15. (2012)

Grienberger C, Adelsberger H, Stroh A, Milos RI, Garaschuk O, Schierloh A, Nelken I, Konnerth A.

J Physiol. 2012 Feb 15;590(4):899-918. (2012)

Zohar O, Shackleton TM, Nelken I, Palmer AR, Shamir M.

J Neurosci. 2011 Jun 22;31(25):9192-204. (2011)

Chen X, Leischner U, Rochefort NL, Nelken I, Konnerth A.

Nature. 2011 Jun 26;475(7357):501-5. (2011)

Israel Nelken

Front Hum Neurosci. 2011; 5: 106. (2011)

Taaseh N, Yaron A, Nelken I.

PLoS One. 2011;6(8):e23369. (2011)

Asadollahi A, Endler F, Nelken I, Wagner H.

Eur J Neurosci. 2010 Aug;32(4):606-18. (2010)

Nahum M, Nelken I, Ahissar M.

Vision Res. 2010 Feb 22;50(4):391-401. (2010)

Antunes FM, Nelken I, Covey E, Malmierca MS.

PLoS One. 2010 Nov 19;5(11):e14071. (2010)

Nelken I.

Neuron. 2009 Jun 11;62(5):605-7. (2009)

Winkler I, Denham SL, Nelken I.

Trends Cogn Sci. 2009 Dec;13(12):532-40. (2009)

Merav Ahissar , Mor Nahum , Israel Nelken and Shaul Hochstein

Philosophical transactions of the Royal Society of London. Series B, Biological sciences (2009)

Andrew J King, Israel Nelken

Nature Neuroscience volume 12, pages 698–701 (2009) (2009)

Parush N, Arkadir D, Nevet A, Morris G, Tishby N, Nelken I, Bergman H.

J Neurophysiol. 2008 Dec;100(6):3244-52. (2008)

Las L, Shapira AH, Nelken I.

J Neurosci. 2008 Apr 2;28(14):3657-67. (2008)

Nahum M, Nelken I, Ahissar M.

PLoS Biol. 2008 May 20;6(5):e126. (2008)

Israel Nelken and Omer Bar-Yosef

Front Neurosci. 2008 Jul; 2(1): 107–113. (2008)

Nelken I, Bizley JK, Nodal FR, Ahmed B, King AJ, Schnupp JW.

J Neurophysiol. 2008 Apr;99(4):1928-41. (2008)

Gordon N, Shackleton TM, Palmer AR, Nelken I.

J Neurosci Methods. 2008 Apr 30;169(2):391-404. (2008)

Yuval-Greenberg S, Tomer O, Keren AS, Nelken I, Deouell LY.

Neuron. 2008 May 8;58(3):429-41. (2008)

Y. Bitterman, R. Mukamel, R. Malach, I. Fried & I. Nelken

Nature volume 451, pages 197–201 (10 January 2008) (2008)

Nelken I, Chechik G.

Hear Res. 2007 Jul;229(1-2):94-105. (2007)

Israel Nelken, Nachum Ulanovsky

Journal of Psychophysiology 21(3-4):214-223 (2007)

Bizley JK, Nodal FR, Bajo VM, Nelken I, King AJ.

Cereb Cortex. 2007 Sep;17(9):2172-89. (2007)

Alex Loebel, Israel Nelken, and Misha Tsodyks

Front Neurosci. 2007 Nov; 1(1): 197–209. (2007)

Omer Bar-Yosef and Israel Nelken

Front Comput Neurosci. 2007; 1: 3. (2007)

Chechik G, Anderson MJ, Bar-Yosef O, Young ED, Tishby N, Nelken I.

Neuron. 2006 Aug 3;51(3):359-68. (2006)

Moshitch D, Las L, Ulanovsky N, Bar-Yosef O, Nelken I.

J Neurophysiol. 2006 Jun;95(6):3756-69. (2006)

Nelken I, Chechik G, Mrsic-Flogel TD, King AJ, Schnupp JW.

J Comput Neurosci. 2005 Oct;19(2):199-221. (2005)

Bizley JK, Nodal FR, Nelken I, King AJ.

Cereb Cortex. 2005 Oct;15(10):1637-53. (2005)

Liora Las, Edward A. Stern and Israel Nelken

Journal of Neuroscience 9 February 2005, 25 (6) 1503-1513; (2005)

Griffiths TD, Warren JD, Scott SK, Nelken I, King AJ.

Trends Neurosci. 2004 Apr;27(4):181-5. (2004)

Nelken I, Bizley JK, Nodal FR, Ahmed B, Schnupp JW, King AJ.

J Neurophysiol. 2004 Oct;92(4):2574-88. (2004)

Nachum Ulanovsky, Liora Las, Dina Farkas and Israel Nelken

Journal of Neuroscience 17 November 2004, 24 (46) 10440-10453; (2004)

Nelken I.

Curr Opin Neurobiol. 2004 Aug;14(4):474-80. (2004)

Israel Nelken, Alon FishbachLiora LasNachum UlanovskyDina Farkas

Biological Cybernetics November 2003, Volume 89, Issue 5, pp 397–406 (2003)

Ulanovsky N, Las L, Nelken I.

Nat Neurosci. 2003 Apr;6(4):391-8. (2003)

A postdoctoral position is available in the field of auditory perception under the supervision of Prof. Israel Nelken. Click here for more information.
Honors:
1985 The A. Heller prize for excellence in Research Thesis
1991 Fullbright fellowship
1994 The Bergmann Memorial Research Grant (concurrently with BSF grant No. 93-00057)
1999 Research prize of the Faculty of Medicine, Hebrew University – Hadassah Medical School.
2000 Bernard Katz Lecturer for the year 2000
2008 Michael Bruno prize, administered by Yad-Hanadiv foundation
2015 Rector prize for excellence in research and teaching
2016 The Michael Landau prize for the Sciences and Research
2021 Humboldt research prize

Israel Nelken

Professor

Phone: +972-2-6584229
Fax: +972-2-6586077
Address: The Edmond and Lily Safra Center for Brain Sciences
The Suzanne and Charles Goodman Brain Sciences Building,
Level 2, Room 1207, Edmond J. Safra Campus,
The Hebrew University of Jerusalem, 9190401

“Working memory”