[HTML][HTML] A convolutional neural network provides a generalizable model of natural sound coding by neural populations in auditory cortex

JR Pennington, SV David - PLoS computational biology, 2023 - journals.plos.org
Convolutional neural networks (CNNs) can provide powerful and flexible models of neural
sensory processing. However, the utility of CNNs in studying the auditory system has been …

Dissociation of task engagement and arousal effects in auditory cortex and midbrain

D Saderi, ZP Schwartz, CR Heller, JR Pennington… - Elife, 2021 - elifesciences.org
Both generalized arousal and engagement in a specific task influence sensory neural
processing. To isolate effects of these state variables in the auditory system, we recorded single-…

Complementary effects of adaptation and gain control on sound encoding in primary auditory cortex

JR Pennington, SV David - Eneuro, 2020 - eneuro.org
An important step toward understanding how the brain represents complex natural sounds is
to develop accurate models of auditory coding by single neurons. A commonly used model …

Can deep learning provide a generalizable model for dynamic sound encoding in auditory cortex?

JR Pennington, SV David - BioRxiv, 2022 - biorxiv.org
Recent advances in machine learning have shown that convolutional neural networks (CNNs)
can provide powerful and flexible models of neural sensory processing. In the auditory …

Glycoprotein M of herpes simplex virus 1 is incorporated into virions during budding at the inner nuclear membrane

JD Baines, E Wills, RJ Jacob, J Pennington… - Journal of …, 2007 - Am Soc Microbiol
It is widely accepted that nucleocapsids of herpesviruses bud through the inner nuclear
membrane (INM), but few studies have been undertaken to characterize the composition of these …

Cost effectiveness of total hip arthroplasty in osteoarthritis: comparison of devices with differing bearing surfaces and modes of fixation

R Pulikottil-Jacob, M Connock… - The bone & joint …, 2015 - boneandjoint.org.uk
… Our results differ from those recently reported by Pennington- et al, 23 who compared
cemented, cementless and hybrid THAs. They used linked NJR/hospital episode statistics/PROMs …

Reality-based interaction: a framework for post-WIMP interfaces

RJK Jacob, A Girouard, LM Hirshfield… - Proceedings of the …, 2008 - dl.acm.org
We are in the midst of an explosion of emerging human-computer interaction techniques
that redefine our understanding of both computers and interaction. We propose the notion of …

Update on the biological characteristics of the antioxidant micronutrients: vitamin C, vitamin E, and the carotenoids

CL Rock, RA Jacob, PE Bowen - Journal of the American Dietetic …, 1996 - Elsevier
Under normal circumstances, free radicals that are produced through biological processes
and in response to exogenous stimuli are controlled by various enzymes and antioxidants in …

Matrix metalloproteinases/tissue inhibitors of metalloproteinases: relationship between changes in proteolytic determinants of matrix composition and structural …

SH Ahmed, LL Clark, WR Pennington, CS Webb… - Circulation, 2006 - Am Heart Assoc
Background— Chronic hypertension may cause left ventricular (LV) remodeling, alterations
in cardiac function, and the development of chronic heart failure (CHF). Changes in the …

Setting benchmark revision rates for total hip replacement: analysis of registry evidence

NB Kandala, M Connock, R Pulikottil-Jacob, P Sutcliffe… - Bmj, 2015 - bmj.com
… Ngianga-Bakwin Kandala principal research fellow in health technology assessment1,
Martin Connock senior research fellow in health technology assessment1, Ruth Pulikottil-Jacob