Machine learning: its challenges and opportunities in plant system biology
Sequencing technologies are evolving at a rapid pace, enabling the generation of massive
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …
Naturalistic reinforcement learning
T Wise, K Emery, A Radulescu - Trends in Cognitive Sciences, 2023 - cell.com
Humans possess a remarkable ability to make decisions within real-world environments that
are expansive, complex, and multidimensional. Human cognitive computational …
are expansive, complex, and multidimensional. Human cognitive computational …
The neurocomputational bases of explore-exploit decision-making
J Hogeveen, TS Mullins, JD Romero, E Eversole… - Neuron, 2022 - cell.com
Flexible decision-making requires animals to forego immediate rewards (exploitation) and
try novel choice options (exploration) to discover if they are preferable to familiar …
try novel choice options (exploration) to discover if they are preferable to familiar …
Advances in modeling learning and decision-making in neuroscience
AGE Collins, A Shenhav - Neuropsychopharmacology, 2022 - nature.com
An organism's survival depends on its ability to learn about its environment and to make
adaptive decisions in the service of achieving the best possible outcomes in that …
adaptive decisions in the service of achieving the best possible outcomes in that …
Reinforcement learning detuned in addiction: integrative and translational approaches
Suboptimal decision-making strategies have been proposed to contribute to the
pathophysiology of addiction. Decision-making, however, arises from a collection of …
pathophysiology of addiction. Decision-making, however, arises from a collection of …
Uncovering the neurophysiology of mood, motivation and behavioral symptoms in Parkinson's disease through intracranial recordings
Neuropsychiatric mood and motivation symptoms (depression, anxiety, apathy, impulse
control disorders) in Parkinson's disease (PD) are highly disabling, difficult to treat and …
control disorders) in Parkinson's disease (PD) are highly disabling, difficult to treat and …
Differential coding of goals and actions in ventral and dorsal corticostriatal circuits during goal-directed behavior
Goal-directed behavior requires identifying objects in the environment that can satisfy
internal needs and executing actions to obtain those objects. The current study examines …
internal needs and executing actions to obtain those objects. The current study examines …
Race effects on impression formation in social interaction: An instrumental learning account.
How does race influence the impressions we form through direct interaction? In two
preregistered experiments (N= 239/179), White American participants played a money …
preregistered experiments (N= 239/179), White American participants played a money …
The thalamus in psychosis spectrum disorder
A Anticevic, MM Halassa - Frontiers in Neuroscience, 2023 - frontiersin.org
Psychosis spectrum disorder (PSD) affects 1% of the world population and results in a
lifetime of chronic disability, causing devastating personal and economic consequences …
lifetime of chronic disability, causing devastating personal and economic consequences …