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April 28, 2015
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Date:26TuesdayJune 2018Lecture
Neural networks mapping actions to their sensory consequences
More information Time 12:30 - 12:30Location Gerhard M.J. Schmidt Lecture HallLecturer Prof. Roy Mukamel
School of Psychological Sciences and Sagol School of Neuroscience Tel-Aviv UniversityOrganizer Department of Brain SciencesContact Abstract Show full text abstract about A specific motor action can lead to different sensory conseq...» A specific motor action can lead to different sensory consequences, and a particular sensory consequence can be achieved by different motor actions. This non-unique mapping between actions and sensory consequences is context dependent and requires learning in order to optimize behavior. During my talk, I will describe behavioral and neuroimaging studies in humans, in which we examined how actions modulate perception and how perception can lead to motor skill learning even in the absence of voluntary movement. Manipulating the link between actions and their sensory consequences by using virtual reality, we explore various training techniques to facilitate learning in healthy subjects and rehabilitation in patients with hemiparesis due to neurological origin. -
Date:26TuesdayJune 2018Lecture
Structural view of the disordered multi-tasker WIP and its interaction network in human T cells
More information Time 14:00 - 15:00Location Helen and Milton A. Kimmelman BuildingLecturer Prof. Jordan Chill
Dept. of Chemistry, BIUOrganizer Department of Chemical and Structural BiologyContact Abstract Show full text abstract about WASP-Interacting Protein (WIP) is a multifunctional key part...» WASP-Interacting Protein (WIP) is a multifunctional key participant in mediating actin-related cytoskeletal changes in human T cells. WIP is also an intrinsically disordered protein (IDP), lacking any significant secondary or tertiary structure across its 503 residues, and thus defies the ordinarily reliable structure-function paradigm. Our research focuses on how interactions between this ‘hub’ multi-tasker and its various structured binding partners delicately control T cell destiny, in particular the role played by disorder-to-order transitions. Three such critical protein-protein contacts involve the WIP N-terminal domain (with actin), a proline-rich central segment (with cortactin) and the C-terminal domain (with Wiskott-Aldrich syndrome protein, WASP). The first two are of intermediate binding energy (KD ~ 50-3000 nM) and transiently modulate WIP interactions with the actin polymerization machinery. In contrast, the latter forms a tight complex with WASP and inhibits both its activity and eventual degradation in a phosphorylation-dependent manner, explaining why the hereditary Wiskott-Aldrich syndrome immunodeficiency results from WASP mutants unable to bind WIP.
As an IDP, WIP ‘structure’ is essentially an ensemble of multiple conformations contributing to function, and this complexity gives solution NMR – armed with new IDP-optimized methodologies – unrivaled insight into how IDPs exert their biological influence. We established that transient structure in free WIPN and WIPC echoes their bound conformations, uncovering novel binding epitopes in the process. We also observed subtle ensemble shifts induced by environmental factors, such as temperature, denaturant or crowding agents, revealing the biophysics governing WIP behavior in the cellular environment. We further investigated the largest conformational change, experienced by WIPC upon binding to WASP, by determining the contribution of various WIP epitopes to complex affinity, and eventually the structure of the WIP-WASP complex. Finally, we offer an unexpected structural explanation for phosphorylation-induced dissociation of this complex that may explain how this phospho-switch controls WASP degradation. Taken together our results provide a comprehensive map of WIP structure and dynamics and how these affect its interaction with T cell binding partners, and highlight the great impact of high-resolution NMR studies upon the field of biologically active unstructured proteins.
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Date:27WednesdayJune 201828ThursdayJune 2018Conference
Frontiers in Laser Sciences
More information Time 08:00 - 08:00Location The David Lopatie Conference CentreChairperson Victor Armand MalkaHomepage -
Date:27WednesdayJune 2018Lecture
Hyperion Mass Cytometry Imaging System
More information Time 09:00 - 11:00Location Max and Lillian Candiotty BuildingLecturer Dr. Roberto Spada
Field Application Specialist, Proteomics. Fluidigm Inc.Organizer Department of Life Sciences Core FacilitiesContact -
Date:28ThursdayJune 2018Colloquia
The Information Theory of Deep Neural Networks: The statistical physics perspective
More information Time 11:15 - 12:30Location Edna and K.B. Weissman Building of Physical SciencesLecturer Naftali Tishby
Hebrew University of JerusalemOrganizer Faculty of PhysicsContact Abstract Show full text abstract about The surprising success of learning with deep neural networks...» The surprising success of learning with deep neural networks poses two fundamental challenges: understanding why these networks work so well and what this success tells us about the nature of intelligence and our biological brain. Our recent Information Theory of Deep Learning shows that large deep networks achieve the optimal tradeoff between training size and accuracy, and that this optimality is achieved through the noise in the learning process.
In this talk, I will focus on the statistical physics aspects of our theory and the interaction between the stochastic dynamics of the training algorithm (Stochastic Gradient Descent) and the phase structure of the Information Bottleneck problem. Specifically, I will describe the connections between the phase transition and the final location and representation of the hidden layers, and the role of these phase transitions in determining the weights of the network.
Based partly on joint works with Ravid Shwartz-Ziv, Noga Zaslavsky, and Shlomi Agmon.
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Date:01SundayJuly 201812ThursdayJuly 2018Conference
PHYSICISTS WORKING ON CANCER
More information Time 08:00 - 08:00Location Nella and Leon Benoziyo Physics LibraryChairperson Eytan DomanyOrganizer Faculty of PhysicsHomepage -
Date:01SundayJuly 201812ThursdayJuly 2018Conference
PHYSICISTS WORKING ON CANCER
More information Time 08:00 - 08:00Location Nella and Leon Benoziyo Physics LibraryChairperson Eytan DomanyOrganizer Faculty of PhysicsHomepage -
Date:01SundayJuly 201812ThursdayJuly 2018Conference
PHYSICISTS WORKING ON CANCER
More information Time 08:00 - 08:00Location Nella and Leon Benoziyo Physics LibraryChairperson Eytan DomanyOrganizer Faculty of PhysicsHomepage -
Date:01SundayJuly 201812ThursdayJuly 2018Conference
Physicists working on Cancer
More information Time 08:00 - 08:00Location Edna and K.B. Weissman Building of Physical SciencesChairperson Hadar AlperOrganizer Faculty of PhysicsHomepage -
Date:01SundayJuly 2018Lecture
Microbial Interactions and Climate Reconstructions
More information Time 11:00 - 11:00Location Sussman Family Building for Environmental SciencesLecturer Prof. Einat Segev
Department of Plant and Environmental Sciences Weizmann Institute of ScienceOrganizer Department of Earth and Planetary SciencesContact Abstract Show full text abstract about Micro-algae greatly influence present and past oceans. Recen...» Micro-algae greatly influence present and past oceans. Recently we have come to realize that bacteria interact with micro-algae in various ways, ranging from pathogenicity to mutualism. My research investigates physical and chemical interactions between micro-algae and bacteria across multiple scales; from the chemical crosstalk to the influence these interactions have on the marine environment.
In my talk I will introduce Emiliania huxleyi, the most prevalent micro-alga in modern oceans. I will discuss the role of bacteria as hidden farmers that control the life cycle of algae, determining how fast algae will grow and how fast they will die. I will link laboratory findings to work conducted at sea and demonstrate the importance of these findings in the study of proxies for climate reconstructions.
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Date:01SundayJuly 2018Lecture
Molecular Genetics Departmental Seminars 2017-2018
More information Time 13:15 - 13:15Title "Induction of DNA damage response by a small viral RNA fragment"Location Arthur and Rochelle Belfer Building for Biomedical ResearchLecturer Dr. Karin Broennimann Organizer Department of Molecular GeneticsContact -
Date:02MondayJuly 2018Lecture
Mediterranean cyclones: impact on climate and dynamics
More information Time 11:00 - 11:00Location Sussman Family Building for Environmental SciencesLecturer Emmanouil Flaounas
National Observatory of AthensOrganizer Department of Earth and Planetary SciencesContact -
Date:03TuesdayJuly 2018Lecture
Sensory processing across behavioral and neuromodulatory states
More information Time 12:30 - 12:30Location Gerhard M.J. Schmidt Lecture HallLecturer Dr. Yuval Nir
Sagol School of Neuroscience & Sackler School of Medicine Tel-Aviv UniversityOrganizer Department of Brain SciencesContact Abstract Show full text abstract about "Sensory disconnection" – conditions when the same...» "Sensory disconnection" – conditions when the same sensory stimulus does not reliably affect behavior or subjective experience - is a defining feature of sleep, and similar processes may occur during light anesthesia or during cognitive lapses in wakefulness. What are the changes in brain activity that mediate sensory disconnection? In a series of studies in humans and rodents, we investigate how "disconnected" states affect sensory processing. The first set of studies reveals differences in neuronal responses to identical sensory stimuli across states. We find that in humans, cognitive lapses after sleep deprivation involve attenuated and delayed single-neuron responses in MTL co-occurring with local slow/theta waves. In the auditory domain, we show in both rodents and humans that responses in sleep and light anesthesia are preserved up to A1, challenging the classic "thalamic gating" notion, but robust attenuation occurs later in high-level cortical regions. In addition, sleep affects more strongly responses that require integration over long time intervals, and responses to high-frequency content. The second set of studies investigates the underlying mechanisms, testing the potential role of locus coeruleus-noradrenaline (LC-NE) neuromodulation. In rats, we test how NE signaling affects the probability to wake up from sleep in response to sounds. We establish a new approach for selective in-vivo LC optogenetics by showing effects on spiking activity, evoked sleep-wake transitions, and pupil dilation. Combined LC and auditory stimulation synergistically increases the probability of awakenings beyond independent effects of sound and laser alone, supporting a role for LC-NE activity in mediating sensory responses. We also tested the effects of NE levels on sensory perception and sensory-evoked activity (EEG, fMRI) in awake humans. Pharmacologically manipulating NE levels in double-blind placebo-controlled experiments, we found that NE modulates sensitivity and accuracy of visual perception without significant effects on decision bias (criterion). In addition, NE increased the fidelity of late EEG visual responses, and selectively modulated BOLD fMRI responses in high-order visual cortex, suggesting that NE plays an enabling causal role in visual awareness by affecting late visual processing. -
Date:03TuesdayJuly 2018Lecture
MODELING PROTEIN CONFORMATIONAL CHANGES WITH CROSS-LINKS AND SAXS PROFILES
More information Time 14:00 - 15:00Location Helen and Milton A. Kimmelman BuildingLecturer Dr. Dina Schneidman
Hebrew UniversityOrganizer Department of Chemical and Structural BiologyContact Abstract Show full text abstract about Proteins generally populate multiple structural states in so...» Proteins generally populate multiple structural states in solution. Transitions between these states are important for function, such as allosteric signaling and enzyme catalysis. Structures solved by X-ray crystallography provide valuable, but static, atomic resolution structural information. In contrast, cross-linking mass spectrometry (XLMS) and small angle X-ray scattering (SAXS) datasets contain information about conformational and compositional states of the system. The challenge lies in the data interpretation since the cross-links in the data often comes from multiple structural states. We have developed a novel computational method that simultaneously uncovers the set of structural states that are consistent with a given dataset (XLMS or SAXS). The input is a single atomic structure, a list of flexible residues, and an experimental dataset. The method finds multi-state models (models that specify two or more co-existing structural states) that are consistent with the data. The method was applied on multiple SAXS and XLMS datasets, including large multi-domain proteins and proteins with long disordered fragments. The applicability of the method extends to other datasets, such as 2D class averages from Electron Microscopy, and residual dipolar couplings. -
Date:04WednesdayJuly 2018Lecture
Department of Molecular Genetics seminar for thesis defense
More information Time 15:00 - 15:00Title Ovarian Stem Cell Organization of Their EnvironmentLocation Arthur and Rochelle Belfer Building for Biomedical ResearchLecturer Doreen Ben-Zvi Organizer Department of Molecular GeneticsContact -
Date:05ThursdayJuly 2018Lecture
“2C OR NOT 2C? THE ROLE OF SHORT CHAIN FATTY ACID CATABOLISM IN PSEUDOMONAS AERUGINOSA VIRULENCE AND PATHOGENICITY”
More information Time 10:00 - 11:00Title Host Pathogen Interactions ClubLocation Max and Lillian Candiotty BuildingLecturer Prof. Martin Welch
University of Cambridge, UKOrganizer Department of Immunology and Regenerative BiologyContact -
Date:05ThursdayJuly 2018Lecture
Chemical and Biological Physics Special Guest Seminar
More information Time 11:00 - 12:00Title The Distribution of Delay Times in Scattering of Ultra–Short Radiation PulsesLocation Perlman Chemical Sciences BuildingLecturer Prof. Uzy Smilansky
Department of Physics of Complex Systems Weizmann Institute of ScienceOrganizer Department of Chemical and Biological PhysicsContact Abstract Show full text abstract about When an ultra-short pulse of radiation is scattered on a com...» When an ultra-short pulse of radiation is scattered on a complex medium, the emerging radiation pulse is broadened in time. This can be intuitively explained as due to the existence of a large number of paths of varying lengths through which the radiation can traverse the scattering medium. Recently, novel methods to produce ultra-short light pulses were introduced, and they opened a new horizon for experiments were the distribution of delay-times induced by scattering from complex targets can be measured. These developments emphasize the need for theoretical tools to aid planning of new experiments and interpret the measured results. I shall review a general approach for studying the delay-time distribution in both the classical and the quantum (wave) dynamical frameworks. In particular, I shall discuss the delay time distribution in scattering from a random medium where, due to Anderson Localization, there is no classical analogue to this genuine wave phenomenon. -
Date:05ThursdayJuly 2018Colloquia
Gene Surfing and Survival of the Luckiest
More information Time 11:15 - 12:30Location Edna and K.B. Weissman Building of Physical SciencesLecturer David R. Nelson
Lyman Laboratory Harvard UniversityOrganizer Faculty of PhysicsContact Abstract Show full text abstract about Range expansions play a crucial role in our evolutionary his...» Range expansions play a crucial role in our evolutionary history and also in human health. Descriptions of stochastic processes similar to Fokker-Planck equations are crucial for understanding the effects of mutations, number fluctuations and selective advantages. Mutations optimally positioned at the front of a growing population can increase their abundance by -
Date:10TuesdayJuly 2018Lecture
Algebraic Geometry and Representation Theory Seminar
More information Time 11:15 - 12:30Title Some comments on the lowest degree appearances of representations.Location Jacob Ziskind BuildingLecturer Prof. Anthony Joseph
WISOrganizer Faculty of Mathematics and Computer ScienceContact Abstract Show full text abstract about TBA ...» TBA -
Date:11WednesdayJuly 2018Lecture
“Determination of Nanocatalyst Structure “on-the-Fly” by a Neural Network Approach”
More information Time 11:00 - 12:00Location Perlman Chemical Sciences BuildingLecturer Prof. Anatoly Frenkel
Department of Materials Science and Chemical Engineering, Stony Brook UniversityOrganizer Department of Molecular Chemistry and Materials ScienceContact Abstract Show full text abstract about Tracking the structure of heterogeneous catalysts under oper...» Tracking the structure of heterogeneous catalysts under operando conditions remains a challenge due to the paucity of experimental techniques that can provide atomic-level information for catalytic metal species. Here we report on the use of X-ray absorption spectroscopy (XANES and EXAFS) and supervised machine learning (SML) for determining the three-dimensional geometry of metal catalysts. Artificial neural network (NN) is used to unravel the hidden relationship between the XANES features and catalyst geometry. In the case of EXAFS, NN is used to obtained the radial distribution function directly from the spectra. Our approach allows one to solve the structure of a metal catalyst from its experimental XANES and EXAFS spectra. These applications are demonstrated by reconstructing the average size, shape and morphology of well-defined platinum nanoparticles1 and monitoring structural changes in bulk Fe during its structural phase transition from BCC to FCC upon heating.2 This method is applicable to the determination of nanomaterial structure in operando studies It also allows on-the-fly analysis, and is a promising approach for high-throughput and time-dependent studies.
