Machine learning: its challenges and opportunities in plant system biology

M Hesami, M Alizadeh, AMP Jones… - Applied Microbiology and …, 2022 - Springer
Sequencing technologies are evolving at a rapid pace, enabling the generation of massive
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …

Emotions as computations

A Emanuel, E Eldar - Neuroscience & Biobehavioral Reviews, 2023 - Elsevier
Emotions ubiquitously impact action, learning, and perception, yet their essence and role
remain widely debated. Computational accounts of emotion aspire to answer these …

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 …

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 …

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 …

Reinforcement learning detuned in addiction: integrative and translational approaches

SM Groman, SL Thompson, D Lee, JR Taylor - Trends in neurosciences, 2022 - cell.com
Suboptimal decision-making strategies have been proposed to contribute to the
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

L Ricciardi, M Apps, S Little - npj Parkinson's Disease, 2023 - nature.com
Neuropsychiatric mood and motivation symptoms (depression, anxiety, apathy, impulse
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

H Tang, VD Costa, R Bartolo, BB Averbeck - Cell reports, 2022 - cell.com
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 …

Race effects on impression formation in social interaction: An instrumental learning account.

IJ Traast, DT Schultner, B Doosje… - Journal of Experimental …, 2024 - psycnet.apa.org
How does race influence the impressions we form through direct interaction? In two
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 …