Classical conditioning | EPFL Graph Search

Classical conditioning (also respondent conditioning and Pavlovian conditioning) is a behavioral procedure in which a biologically potent physiological stimulus (e.g. food) is paired with a neutral stimulus (e.g. the sound of a musical triangle). The term classical conditioning refers to the process of an automatic, conditioned response that is paired with a specific stimulus. The Russian physiologist Ivan Pavlov studied classical conditioning with detailed experiments with dogs, and published the experimental results in 1897. In the study of digestion, Pavlov observed that the experimental dogs salivated when fed red meat. Pavlovian conditioning is distinct from operant conditioning (instrumental conditioning), through which the strength of a voluntary behavior is modified, either by reinforcement or by punishment. However, classical conditioning can affect operant conditioning; classically conditioned stimuli can reinforce operant responses. Classical conditioning is a basic behavi

Concepts of Information Content and Likelihood in Parameter Calibration for Hydrological Simulation Models

There remains a great deal of uncertainty about uncertainty estimation in hydrological modeling. Given that hydrology is still a subject limited by the available measurement techniques, it does not appear that the issue of epistemic error in hydrological data will go away for the foreseeable future, and it may be necessary to find a way to allow for robust model conditioning and more subjective treatments of potential epistemic errors in prediction. In this paper an attempt is made to analyze how this is the result of the epistemic uncertainties inherent in the hydrological modeling process and their impact on model conditioning and hypothesis testing. Some ideas are proposed about how to deal with assessing the information in hydrological data and how it might influence model conditioning based on hydrological reasoning, with an application to rainfall-runoff modeling of a catchment in northern England, where inconsistent data for some events can introduce disinformation into the model conditioning process. A methodology is presented to make an assessment of the relative information content of calibration data before running a model that can then inform the evaluation of model runs and resulting prediction uncertainties.

Asce-Amer Soc Civil Engineers2015

Learning-induced biases in the ongoing dynamics of sensory representations predict stimulus generalization

Christoph Pokorny

Sensory stimuli have long been thought to be represented in the brain as activity patterns of specific neuronal assemblies. However, we still know relatively little about the long-term dynamics of sensory representations. Using chronic in vivo calcium imaging in the mouse auditory cortex, we find that sensory representations undergo continuous recombination, even under behaviorally stable conditions. Auditory cued fear conditioning introduces a bias into these ongoing dynamics, resulting in a long-lasting increase in the number of stimuli activating the same subset of neurons. This plasticity is specific for stimuli sharing representational similarity to the conditioned sound prior to conditioning and predicts behaviorally observed stimulus generalization. Our findings demonstrate that learning-induced plasticity leading to a representational linkage between the conditioned stimulus and non-conditioned stimuli weaves into ongoing dynamics of the brain rather than acting on an otherwise static substrate.

CELL PRESS2022

Epigenetic memory aids: Synaptic and molecular effects of HDAC inhibition that support memory formation

Allison Marie Burns

Learning and memory rely on synaptic communication in which intracellular signals are transported to the nucleus to stimulate transcriptional activation. Memory induced transcriptional increases are accompanied by alterations to the epigenetic landscape and can be pharmacologically mimicked to ameliorate memory in both healthy and cognitively impaired animals. Of particular interest in this regard is histone acetylation, as this epigenetic modification is enriched during memory formation and is readily amenable to pharmacological manipulation by means of histone deacetylase inhibitors (HDACis). Although multiple studies have shown that systemic HDACi administration can improve memory formation, their mode of action is not yet fully understood. In this study, we tested whether HDACis â given systemically â augment epigenetic, transcriptional and electrophysiological responses that are induced by learning, thus amplifying naturally occurring responses via cognitive epigenetic priming. To do this, we combined a system-wide HDACi treatment with a sub-threshold contextual fear conditioning (CFC) paradigm, a weakened Pavlovian modal that, alone, does not lead to long term memory formation. We found that, in combination, HDACi and CFC improve recent contextual memory that is accompanied by enhanced long-term potentiation in the hippocampus. Conversely, combined HDACi-CFC treatment induced no such synaptic strengthening in the striatum, a brain region that is not directly activated by fear conditioning. We then used bulk and single nuclear RNA-sequencing to show that HDACi activates unique transcriptional pathways, both between the two brain regions and between cell types within the hippocampus, indicating that HDACi does not act indiscriminatingly, but instead supports cellular processes that are already occurring in response to the conditioning. Finally, we show that HDACi treatment paired with contextual fear conditioning enriches H3K27ac at enhancers of known memory-related genes within the hippocampus but that not all these genes are necessarily more transcriptionally active at the same time point. These results indicate that systemic HDACi administration acts as a cognitive enhancer by amplifying brain-region specific processes that are naturally induced during memory formation but that these results may not be a direct effect of enhancer histone acetylation. These findings shed light on the mechanisms of HDACi-mediated cognitive epigenetic priming and help to pave the way for potential new therapies for memory-related disorders.

EPFL2022

Epigenetic memory aids: Synaptic and molecular effects of HDAC inhibition that support memory formation

Allison Marie Burns

EPFL2022