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NEURAL CODES AND COMPUTATIONS UNDERLYING ODOR-GUIDED DECISIONS IN THE RAT

Lecture
Date:
Thursday, February 4, 2010
Hour: 13:30
Location:
Gerhard M.J. Schmidt Lecture Hall
Prof. Zach Mainen
|
Champalimaud Neuroscience Programme at the Instituto Gulbenkian de Ciência, Portugal

Abstract: For several years we have been studying the performance of rats in an odor mixture categorization task, in which an animal makes a left/right spatial choice instructed by the dominant component of a binary odor mixture. In order to better understand the neural basis of such odor guided decisions we have recorded ensembles of tens of neurons in several different brain regions during the performance of this task. I will present findings from these studies, emphasizing the nature of neural representations in the primary olfactory cortex as well as two downstream structures, orbitofrontal cortex and superior colliculus. My talk will emphasize the read-out and evaluation of sensory information by higher order brain regions and the contributions of non sensory variables to the performance of perceptual tasks.

Zebrafish shed light on the vertebrate circadian clock system

Lecture
Date:
Tuesday, February 2, 2010
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Yoav Gothilf
|
Dept of Neurobiology Tel Aviv University

The core circadian clock in zebrafish is similar to that described in mammals. Nevertheless, there are some notable features that render the zebrafish an attractive model for chronobiologists 1) Circadian rhythms appear early in life; rhythms of melatonin production in the pineal gland begin two days after fertilization. 2) Zebrafish peripheral clock-containing structures and cell lines are directly light-entrainable. 3) The zebrafish model offers a plethora of molecular-genetics techniques, such as gene knockdown and over expression, transgenesis, genome-wide transcriptome analysis (gene chip) and bioinformatics tools, including the entire genomic sequence. Studies in our lab have indicated that circadian rhythms of pineal aanat2 expression appear on the third day of development and that light exposure is mandatory for the development of this rhythm. Additionally, light induces the expression of period2 (per2) in the pineal gland; an important event in the development of the pineal circadian clock. Utilization of the light-entrainable zebrafish cell lines enables to study the mechanisms underlying light-induced per2 expression and light-entrainment. These cell-based studies are being complimented by in vivo studies in wild type and per2:EGFP transgenic zebrafish line, where gene knockdown and over expression are used to determine the involvement of putative transcription factors in this process. Further, a genome-wide examination of gene expression allows the detection of known and novel rhythmic and light-induced genes, and their function in the pineal gland can be investigated in vivo by current molecular-genetic techniques. In conclusion, the use of zebrafish advances our understanding of the mechanisms underlying clock function, light-entrainment and functional development of the pineal gland.

Sleep, circadian rhythms and hypocretin neuronal networks in zebrafish

Lecture
Date:
Tuesday, January 26, 2010
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Lior Appelbaum
|
Dept of Psychiatry and Behavioral Science Stanford University

Sleep and circadian rhythms are functionally important in all vertebrates and sleep disorders affect millions of people worldwide. While we understand that the timing and quality of sleep are regulated by circadian and homeostatic processes, the function of sleep is still enigmatic. Increasing evidence points to a role for sleep in maintaining “synaptic homeostasis”. This hypothesis suggests increases in global synaptic strength during wakefulness followed by a decrease during sleep, primarily in memory-related circuits. Hypocretins/orexins (HCRT) are neuropeptides that are important sleep-wake regulators and HCRT deficiency causes narcolepsy in humans and mammalian models. We have functionally characterized the HCRT system in zebrafish, a diurnal transparent vertebrate that is ideally suited to study neuronal anatomy along with sleep and circadian rhythms in vivo. We use time-lapse two-photon imaging in living zebrafish of pre- and post-synaptic markers to determine the dynamics of synaptic modifications during day and night and after manipulation of candidate genes. Video-tracking systems are used to monitor activity and sleep in order to link changes in gene expression and synaptic plasticity with behavioral output. We have found a functional HCRT neurons-pineal gland circuit that is able to modulate melatonin production and sleep consolidation. Importantly, we observed clock-controlled rhythmic variation in synapse number in HCRT axons projecting to the pineal gland. Furthermore, we cloned NPTX2b (neuronal activity-regulated pentraxin, NARP), a protein implicated in AMPA receptor clustering, and showed that it is a clock-controlled gene that regulates rhythmic synaptic plasticity in HCRT axons as well as the sleep promoting effect of melatonin. These data provide real-time, in vivo evidence of circadian regulation of structural synaptic plasticity. Building on this experimental approach, we developed several transgenic lines expressing a variety of excitatory and inhibitory synaptic markers and neuronal activity tools using the GAL4-UAS system. This opens the possibility of studying synaptic plasticity in other circuits, such as those involved in memory formation and learning, which are known to be sleep-dependent in mammals. Such an approach offers the opportunity to study synaptic plasticity in response to pharmacological and behavioral challenges or after genetic manipulation of key synaptic proteins, with complementary monitoring of the resulting behavior in a living vertebrate.

A BRAIN FULL OF MAPS

Lecture
Date:
Tuesday, January 19, 2010
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Dori Derdikman
|
Kavli Institute for Systems Neuroscience and The Centre for the Biology of Memory Norwegian University for Science and Technology Trondheim, Norway

Grid cells are neurons in the medial entorhinal cortex whose firing locations in a walking animal define a periodic triangular array covering the two-dimensional space in which the rat is moving. Grid cells can be used to calculate the position of the rat in the environment, suggesting that they contribute to representing the concept of space in the brain. It was not known whether the triangular array represented by each grid cell was covering the whole environment, or whether it is fragmented into semi-independent sub-maps. We thus compared two conditions. First the rat was put into an open-field arena, where we could record the periodic triangular grids. Next, we inserted walls into the open-field in order to create a set of corridors such that the rat had to pass from one corridor to the next in a zigzag path we termed this type of test the “hairpin” maze). If the triangular map was covering the whole world, the position of the grid nodes should not have been affected by the insertion of the walls. However, insertion of the walls broke up the grid pattern. The positions in the grid map where the breaking-up occurred were at the turning points between compartments - where one corridor ended and a new one started. We thus concluded that the grid was fragmented; it is “reset’ when the rat is moving from one compartment to another compartment. This implies that the representation of space in the brain is built of multiple independent sub-maps that each cover only a small section of the environment.

A Conference on Neurodegenerative Diseases in Memory of Late Prof. Irith Ginzburg (1943-2008)

Conference
Date:
Wednesday, January 13, 2010
Hour:
Location:

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Changing Human Fear:Brain Mechanisms Underlying Emotional Control and Flexibility

Lecture
Date:
Tuesday, January 12, 2010
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Daniela Schiller
|
New York University

Learned fear is a process allowing quick detection of associations between cues in the environment and prediction of imminent threat ahead of time. Adaptive function in a changing environment, however, requires organisms to quickly update this learned information and have the ability to hinder fear responses when predictions are no longer correct. Research on changing fear has highlighted several techniques, most of which rely on the inhibition of the learned fear response. An inherent problem with these inhibition techniques is that the fear commonly returns, for example with stress or even just with the passage of time. I will present research that examines new ways to flexibly control fear and the underlying brain mechanisms. I will describe a brain system mediating various strategies to modulate fear, and present findings suggesting a novel non-invasive technique that could be potentially used to permanently block or even erase fear memories.

Novel optogenetic tools for understanding emergent patterns in neural circuits

Lecture
Date:
Tuesday, January 5, 2010
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Ofer Yizhar
|
Stanford University, CA

Gamma oscillations are fast (30-80 Hz) rhythmic patterns of neural activity that have been proposed to support information processing in the brain. Gamma rhythms are altered in diseases such as schizophrenia and autism and are therefore of both basic and clinical interest. I have been developing optogenetic tools for light-based control over the activity of genetically defined neuronal populations. A new set of such tools, step function opsins (SFOs), are optimized for modulating the activity of neural circuits and ideal for observing emergent network properties. I will present the molecular engineering approach we used for developing these opsins and show new data on application of these tools to study the mechanisms underlying gamma oscillations in the prefrontal cortex. Some technological aspects will be discussed, with emphasis on the array of available optogenetic tools and how they might be improved to further extend the range of experiments feasible with these new techniques.

Theoretical models of grid cell dynamics and coding in the rat entorhinal cortex

Lecture
Date:
Monday, January 4, 2010
Hour: 11:00
Location:
Nella and Leon Benoziyo Building for Brain Research
Dr. Yoram Burak
|
Center for Brain Science Harvard University

Grid cells in the rat entorhinal cortex display strikingly regular firing responses to the animal's position in 2-D space, and have been hypothesized to form the neural substrate for dead-reckoning. I will address two theoretical questions that arise from this remarkable experimental discovery: First, how is grid cell dynamics generated in the brain. Second, what information is conveyed in grid cell activity. In discussing the first question, I will focus on continuous-attractor models of grid cell activity, and ask whether such models can generate regular triangular grid responses based on inputs that encode only the rat's velocity and heading direction. In a recent work, we provided a proof of concept that such models can accurately integrate velocity inputs, along trajectories spanning 10-100 meters in length and lasting 1-10 minutes. The range of accurate integration depends on various properties of the continous-attractor network. After presenting these results, I will discuss possible experiments that may differentiate the continuous-attractor model from other proposed models, where activity arises independently in each cell. In the second part of the talk, I will examine the relationship between grid cell firing and rat location, asking what information is present in grid-cell activity about the rat's position. I will argue that, although the periodic response of grid cells may appear wasteful, the grid-cell code is in fact combinatorial in capacity, and allows for unambiguous position representations over ranges vastly larger than the ~0.5-10m periods of individual lattices. Further, the grid cell representation has properties that could facilitate the arithmetic computation involved in position updating during path integration. I will conclude by mentioning some of the implications for downstream readouts, and possible experimental tests.

Sound Texture Perception via Synthesis

Lecture
Date:
Sunday, January 3, 2010
Hour: 14:30
Location:
Nella and Leon Benoziyo Building for Brain Research
Dr. Josh McDermott
|
New York University

Many natural sounds, such as those produced by rainstorms, fires, and swarms of insects, result from large numbers of rapidly occurring acoustic events. Such “sound textures” are often temporally homogeneous, and in many cases do not depend much on the precise arrangement of the component events, suggesting that they might be represented statistically. To test this idea and explore the statistics that might characterize natural sound textures, we designed an algorithm to synthesize sound textures from statistics extracted from real sounds. The algorithm is inspired by those used to synthesize visual textures, in which a set of statistical measurements from a real sound are imposed on a sample of noise. This process is iterated, and converges over time to a sound that obeys the chosen constraints. If the statistics capture the perceptually important properties of the texture in question, the synthesized result ought to sound like the original sound. We tested whether rudimentary statistics computed from the responses of a bank of bandpass filters could produce compelling synthetic textures. Simply matching the marginal statistics (variance, kurtosis) of individual filter responses was generally insufficient to yield good results, but imposing various joint envelope statistics (correlations between bands, and autocorrelations within each band) greatly improved the results, frequently producing synthetic textures that sounded natural and that subjects could reliably recognize. The results suggest that statistical representations could underlie sound texture perception, and that in many cases the auditory system may rely on fairly simple statistics to recognize real world sound textures. Joint work with Andrew Oxenham and Eero Simoncelli.

PKMzeta and the core molecular mechanism of long-term memory storage and erasure

Lecture
Date:
Tuesday, December 29, 2009
Hour: 12:30
Location:
Jacob Ziskind Building
Prof. Todd Sacktor
|
SUNY Downstate Medical Center, Brooklyn, NY

How long-term memories are stored as physical traces in the brain is a fundamental question in neuroscience. Most molecular work on LTP, a widely studied physiological model of memory, has focused on the early signaling events regulating new protein synthesis that mediates initial LTP induction. But what are the newly synthesized proteins that function in LTP maintenance, how do they sustain synaptic potentiation, and do they store long-term memory? Recent studies have identified a brain-specific, autonomously active, atypical PKC isoform, PKMzeta, that is central to the mechanism maintaining the late phase of LTP. In behavioral experiments, the persistent activity of PKMzeta maintains spatial memories in hippocampus, fear-motivated memories in amygdala, and, in work performed in the Dudai lab, elementary associative memories in neocortex. This is because 1-day to several month-old memories appear to be rapidly erased after local intracranial PKMzeta inhibition. PKMzeta, a persistently active enzyme, is thus the first identified molecular component of the long-term memory trace.

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Evoked neural synchrony, visual attention and grouping

Lecture
Date:
Tuesday, June 16, 2009
Hour: 12:30
Location:
Jacob Ziskind Building
Prof. Marius Usher
|
Dept of Psychology, Tel Aviv University

Neural synchrony was proposed as a mechanism for visual attention, and more controversially, for grouping and figure-ground processing. In this talk I will first present evidence showing that evoked Gamma synchrony, via 50Hz subliminal flicker produces attentional orientation in the absence of awareness. Second, I will present data on the effects of evoked synchrony on grouping and figure-ground processing. The results indicate a fast temporal resolution for these processes (<20ms), which is mediated by lateral connections and which is sensitive to synchrony, but not to sustained oscillations of a specific frequency. Collaboration with: S Cheadle, F Bauer, H Mueller.

Large-scale brain dynamics: Functional MRI of spontaneous and optically-driven neural activity

Lecture
Date:
Monday, June 15, 2009
Hour: 12:45
Location:
Arthur and Rochelle Belfer Building for Biomedical Research
Dr. Itamar Kahn
|
Howard Hughes Medical Institute Harvard University

A fundamental problem in brain research is how distributed brain systems work together to give rise to behavior. I seek to advance our understanding of principles underlying the dynamic interaction between multiple neural systems, how the different systems co-operate and/or compete to give rise to goal-directed behavior, and the dynamics of the system when one or more of its components fail. Magnetic resonance imaging (MRI) methods allow us to simultaneously measure the function of multiple brain systems. In humans we can characterize the functional organization and specialization, and compare the system between health and disease. In animal models we can further dissect the circuits underlying these dynamics. In my work I aim to identify functional networks that span multiple cortical and subcortical regions, characterize their responses in the presence and absence of overt behavior, and modulate the observed dynamics. To advance these goals, I am developing new tools that will allow us to study large-scale neural systems across species. In this talk, I will review recent studies that use functional neuroimaging in humans and animal models. I will describe how spontaneous fluctuations of the blood oxygenation level-dependent (BOLD) signal measured with MRI in awake resting humans, reveal functional subdivisions in the medial temporal lobe memory system and parietal and prefrontal cortical components linked to it. I will describe results from non-human primates demonstrating that this functional organization persists across the species, highlighting cortical components that have undergone considerable areal expansion in humans relative to non-human primates, how this method can be used to identify homologue regions, and more generally, what can be learned from a comparative perspective. In the second part of my talk I will describe recent efforts to selectively modulate system dynamics. A lentivirus was used to target excitatory neurons in the rat cortex with light-activated cation channel channelrhodopsin-2. Using photostimulation to activate these neurons we were able to drive the BOLD response locally and in regions anatomically connected to the infected site in a variety of stimulation paradigms. I will discuss implications for understanding the BOLD signal and prospects for this approach in studying the microcircuit as well as large-scale brain dynamics. Finally, I will discuss the challenges and promises of whole-brain imaging in small animals, and how this work can provide avenues to bridge between a basic understanding of human behavior, large-scale neural dynamics, and psychiatric disorders where such dynamics are disrupted.

Optical control of neural population activity and growth

Lecture
Date:
Tuesday, June 9, 2009
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Shy Shoham
|
Faculty of Biomedical Engineering Technion &#8211; I.I.T. Haifa

Retinal neuroprosthetics can potentially be used to address some of the major degenerative disorders that cause blindness, including Retinitis Pigmentosa and Macular Degeneration, by bypassing the degenerated photoreceptor layer, and interfacing directly the more viable Retinal Ganglion Cells (RGCs). I will describe the development of new optical and computational tools aimed at allowing controlled experimental emulation of activity patterns in a large population of retinal ganglion cells and their correlation structure. First, we introduce new optical systems allowing control of increasingly complex spatiotemporal activity patterns in neural populations, focusing on holographic photo-stimulation which has several fundamental advantages in this application. Next, we introduce a general new computational strategy based on correlation distortions, for controlling and analyzing the pair-wise correlation structure (defined in terms of auto- and cross-correlation functions) in multiple synthetic spike trains. This approach can be used to generate stationary or non-stationary network activity patterns with predictable spatio-temporal correlations. In a final part of the talk I will describe a new approach for exact, flexible control of neurite outgrowth in three-dimensional neural structures, and its possible applications.

Omega-3 fatty acids are essential for neuronal migration and dopaminergic wiring in the developing brain

Lecture
Date:
Wednesday, June 3, 2009
Hour: 12:00
Location:
Nella and Leon Benoziyo Building for Brain Research
Prof. Ephraim Yavin
|
Dept of Neurobiology, WIS

Diminished levels of docosahexaenoic acid (DHA, 22:6n-3), the major polyunsaturated fatty acid (FA) synthesized from alpha linolenic acid (ALA, 18:3n-3), have been implicated in changes in neurotransmitter production, ion channels disruption and impairments of a variety of cognitive, behavioural and motor functions in the developing and the adult mammal. We studied neuronal migration in the cortex and hippocampus of newborn and postnatal rats after ALA-deficiency, beginning on the 2nd day after conception and continuing for three weeks after birth. A marked decrease in the migration of bromodeoxyuridine(+)/NeuN(+)/Neurofilament(+) and glia fibrilary acidic protein(-) neuronal cells to the dense cortical plate was accompanied by a corresponding abundance of non-migrating cells in several regions such as cortical layers IV-VI, corpus callosum and the sub-ventricular zone of ALA-deficient newborn. Similarly, a delayed migration of cells to CA1 and dentate gyrus areas was noticed while most cells were retained in the subicular area adjacent to the hippocampus. The delay in migration was transient most likely due to a temporary reelin disorganization. In addition to these changes a drastic reduction in tyrosine hydroxylase (TH) and vesicular monoamine transporter-2 (VMAT-2) levels, both of which are prerequisites for appropriate synthesis and transport of DA were noticed by RNA subtractive hybridization and proteomic techniques. Concomitantly, a large increase in DA receptors DAR1 and DAR2 were noticed. The transient impairment induced by ALA deprivation may compromise the organization of neuronal assemblies and result in aberrant neuronal connectivity (lateral connections) to enhance the risk of neurodevelopmental disorders including cerebral palsy.

The Neural Dynamics of Perception

Lecture
Date:
Tuesday, June 2, 2009
Hour: 15:00
Location:
Arthur and Rochelle Belfer Building for Biomedical Research
Prof. Donald Katz
|
Dept of Psychology and Neuroscience Brandeis University

Much of the research done in sensory neuroscience is founded on the assumption that "sensory" function can be adequately characterized without knowledge of response dynamics, trial-to-trial variability, between-neuron interactions, or stimulus-response relationships. My lab's research demonstrates that single-neuron taste responses in gustatory cortex (GC) in fact contain dynamics that reflect tight perception-action coupling: across 1.5 sec, these responses progress from first "coding" the presence of taste on the tongue, then the identity of that taste, and finally the taste's palatability. In this talk, I will describe the tests that we have done to relate these response dynamics to changes (attentional, motivational, and learning-related) at longer time-scales, and our evidence that they reflect coherent, attractor-like processes emerging from interactions among local and distributed networks of neurons.

Perception and Brain Plasticity in Humans: New Insights from Phase-locking Fourier Approaches to fMRI

Lecture
Date:
Tuesday, May 26, 2009
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Amir Amedi
|
Hadassah Medical School Hebrew University Jerusalem

An integrative approach towards understanding the neural basis of congenital prosopagnosia

Lecture
Date:
Tuesday, May 19, 2009
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Galia Avidan
|
Dept of Psychology and Zlotowski Center for Neuroscience Ben Gurion University of the Negev

Congenital prosopagnosia (CP) refers to the deficit in face processing that is apparently life-long in duration, arises in the absence of brain damage of any form and occurs in individuals with intact sensory and intellectual function. As such, CP provides a unique model in which to explore the psychological and neural bases of normal face processing. Despite the growing interest in CP, the neural mechanism giving rise to this disorder is still unclear. We addressed this issue by adopting an integrative approach in which both functional and structural imaging techniques were combined. Specifically, using fMRI, we have documented normal face selective activation in face -related regions in occipito-temporal cortex but in contrast, revealed abnormal activation in these individuals in frontal regions, suggesting that information propagation between frontal and occipito-temporal regions is disrupted in this disorder. Consistently with this account, diffusion tensor imaging (DTI) measures revealed that the two major posterior-anterior tracts (inferior longitudinal fasciculus, inferior fronto-occipital fasciculus) through the fusiform face area (FFA) had significantly fewer fibers and lower fractional anisotropy (FA) values in CP. Finally, along the same line, structural imaging data revealed a significant reduction in volume of the anterior fusiform gyrus in the CP group, but normal volume at the location of the functionally defined FFA. Thus, taken together, these findings provide, for the first time, a comprehensive account for the neural deficits underlying congenital prosopagnosia and shed light on the underlying distributed circuit mediating normal face processing.

Behavioral and neurophysiological correlates of GABA modulation in the basal ganglia

Lecture
Date:
Tuesday, May 5, 2009
Hour: 12:30
Location:
Jacob Ziskind Building
Dr. Izhar Bar-Gad
|
Gonda Brain Research Center Bar Ilan University

The cortico-basal ganglia pathway is involved in normal motor control and implicated in multiple movement disorders. We used focal microinjections of the GABA-A antagonist bicuculline to the sensorimotor putamen of behaving primates to induce stereotyped tics similar to those observed in human Tourette syndrome. The tics were accompanied by synchronized phasic changes in the local field potential and single cell activity of neurons throughout the cortico-basal ganglia loop. We also used focal injection of bicuculline to different functional domains of the globus pallidus external segment (GPe) to induce a variety of hyper-behavioral symptoms. These, symptoms varied between dyskinesia, stereotypy and attention deficit depending on injection site within the motor, limbic and associative domains respectively. The injections led to distributed uncorrelated changes in firing pattern throughout the cortico-basal ganglia loop. The neurophysiological findings and their implication on models of information processing in the basal ganglia will be discussed in the lecture.

Odotopic maps, odor coding, rats, mice, and behavior

Lecture
Date:
Monday, May 4, 2009
Hour: 12:30
Location:
Arthur and Rochelle Belfer Building for Biomedical Research
Prof. Burton Slotnick
|
Dept of Psychology American University

What is the neural code for odor quality perception? Perhaps the most widely accepted view is spatial: that different odors are represented at the level of the olfactory bulb by bulbar patterns of activation, a so-called odotopic combinatorial coding for the receptive fields of olfactory sensory neurons. The primary evidence for this view comes from variety of imaging studies demonstrating orderly relationships between chemical structure of odorants and sites of activation across the olfactory bulb. However, behavioral studies with rodents fail to support predictions based on anatomy but open new avenues for research on this still elusive sensory modality.

Interactions between environmental changes and brain plasticity in birds

Lecture
Date:
Monday, April 27, 2009
Hour: 12:30
Location:
Nella and Leon Benoziyo Building for Brain Research
Prof. Anat Barnea
|
Dept of Natural and Life Sciences The Open University of Israel

Neurogenesis (birth of new neurons) occurs in many vertebrates, including humans. Most of the new neurons die before reaching destination. Those which survive migrate to various brain regions, replace older ones and connect to existing circuits. Evidence suggests that this replacement is related to acquisition of new information. Therefore, neuronal replacement is seen as a form of brain plasticity that enables organisms to adjust to environmental changes. However, direct evidence of a causal link between replacement and learning remains elusive. I will review a few of our studies which tried to uncover conditions that influence new neuronal recruitment and survival, and how these phenomena relate to the life of birds. We hypothesize that an increase in new neuron recruitment is associated with expected or actual increase in memory load, particularly in brain regions that process and perhaps store this new information. Moreover, since new neuronal recruitment is part of a turnover process, we assume that the same conditions that favor the survival of some neurons induce the death of others. I will offer a frame and rational for comparing neuronal replacement in the adult avian brain, and try to uncover the pressures, rules, and mechanisms that govern its constant rejuvenation. I will discuss a variety of behaviors and environmental conditions (food-hoarding, social change, parent-offspring recognition, migration) and their effect on new neuronal recruitment in relevant brain regions. I will describe various approaches and techniques which we used in those studies (behavioral, anatomical, cellular and hormonal), and will emphasize the significance of studying behavior and brain function under natural or naturalistic conditions.

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