Jordan Crivelli-Decker
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View article: SAIR: Enabling Deep Learning for Protein-Ligand Interactions with a Synthetic Structural Dataset
SAIR: Enabling Deep Learning for Protein-Ligand Interactions with a Synthetic Structural Dataset Open
A bstract Accurate prediction of protein-ligand binding affinities remains a cornerstone problem in drug discovery. While binding affinity is inherently dictated by the 3D structure and dynamics of protein-ligand complexes, current deep le…
View article: Machine Learning Guided AQFEP: A Fast and Efficient Absolute Free Energy Perturbation Solution for Virtual Screening
Machine Learning Guided AQFEP: A Fast and Efficient Absolute Free Energy Perturbation Solution for Virtual Screening Open
Structure-based methods in drug discovery have become an integral part of the modern drug discovery process. The power of virtual screening lies in its ability to rapidly and cost-effectively explore enormous chemical spaces to select prom…
View article: Curiosity Satisfaction Increases Event-related Potentials Sensitive to Reward
Curiosity Satisfaction Increases Event-related Potentials Sensitive to Reward Open
Successful learning depends on various factors such as depth of processing, motivation, or curiosity about information. A strong drive to learn something or the expectation of receiving a reward can be crucial to enhance learning. However,…
View article: Machine Learning Guided AQFEP: A Fast & Efficient Absolute Free Energy Perturbation Solution for Virtual Screening
Machine Learning Guided AQFEP: A Fast & Efficient Absolute Free Energy Perturbation Solution for Virtual Screening Open
Structure-based methods in drug discovery have become an integral part of the modern drug discovery process. The power of virtual screening lies in its ability to rapidly and cost-effectively explore enormous chemical spaces to select prom…
View article: Goal-oriented representations in the human hippocampus during planning and navigation
Goal-oriented representations in the human hippocampus during planning and navigation Open
Recent work in cognitive and systems neuroscience has suggested that the hippocampus might support planning, imagination, and navigation by forming cognitive maps that capture the abstract structure of physical spaces, tasks, and situation…
View article: Curiosity satisfaction increases event-related potentials sensitive to reward
Curiosity satisfaction increases event-related potentials sensitive to reward Open
Successful learning depends on various factors such as depth of processing, motivation, or curiosity about information. A strong drive to learn something or the expectation of receiving a reward can be crucial to enhance learning. However,…
View article: Contextual Expectations Shape Cortical Reinstatement of Sensory Representations
Contextual Expectations Shape Cortical Reinstatement of Sensory Representations Open
When making a turn at a familiar intersection, we know what items and landmarks will come into view. These perceptual expectations, or predictions, come from our knowledge of the context; however, it is unclear how memory and perceptual sy…
View article: Goal-centered representations in the human hippocampus
Goal-centered representations in the human hippocampus Open
Recent work in cognitive and systems neuroscience has suggested that the hippocampus might support planning, imagination, and navigation by forming “cognitive maps” that capture the structure of physical spaces, tasks, and situations. Crit…
View article: Contextual expectations shape cortical reinstatement of sensory representations
Contextual expectations shape cortical reinstatement of sensory representations Open
When making a turn at a familiar intersection, we know what items and landmarks will come into view. These perceptual expectations, or predictions, come from our knowledge of the context, however it’s unclear how memory and perceptual syst…
View article: Narratives bridge the divide between distant events in episodic memory
Narratives bridge the divide between distant events in episodic memory Open
Many studies suggest that information about past experience, or episodic memory, is divided into discrete units called “events.” Yet, we can often remember experiences that span multiple events. Events that occur in close succession might …