Insights and strategies during learning

Insights and strategies during learning

Abstract

My lab studies the distributed mechanisms that support sensorimotor learning, with an emphasis on the role of neuromodulation and sensory systems. In this seminar, I will propose that re-visiting our understanding of the shape of the learning curve and its underlying cognitive drivers is essential for uncovering its neural basis. Rather than thinking about learning as either ‘slow’ or ‘sudden’, I will argue that learning is better interpreted as a combination of the two. I will provide behavioral evidence that sensorimotor learning can be dissociated into two parallel processes: rapid, step-like improvements in the acquisition of task knowledge, paired with a slower and more variable process of behavioral expression, which can be attributed to animals’ structured exploration. I will then present probabilistic optogenetic and longitudinal two-photon imaging results from mice learning an auditory go/no-go task that demonstrates a default role for the auditory cortex in task acquisition. We find dedicated neural ensembles that quickly form to encode the discriminative task contingencies; these late-in-trial contingency signals are uncoupled from the underlying stimulus representation. Finally, I will discuss some ongoing work in my lab focused on the neural basis of lifelong, multi-task learning.

Bio

Kishore Kuchibhotla is an Assistant Professor of Psychology and Brain Sciences, Neuroscience and Biomedical Engineering at Johns Hopkins University. His lab is interested in the neural circuits and dynamics that enable learning with a particular emphasis on single and multi-task learning, neuromodulation and cortico-subcortical interactions. He received his undergraduate degrees in Physics and Brain/Cognitive Science at MIT and a PhD in Biophysics at Harvard University where he studied Alzheimer’s disease. He performed his postdoctoral work with Prof. Robert Froemke at NYU where his interests in the auditory system, perception and cognition began to develop. His work has been featured in the popular press, including here in the  UK, with a behavioral study recently appearing on the front page of the Times of London with (as a British colleague noted) a very ‘British’ headline: ‘Mousetrap: cunning lab rodents take the mickey.’ In addition to his scientific interests, Kishore made multiple detours in his career to pursue his other interest, policy-making and government. After his university studies, he spent one year at a think tank working on India-Pakistan nuclear security policy. After his PhD, he spent 2.5 years working in the Public Sector practice of McKinsey and Company.