[HTML][HTML] Compact deep neural network models of visual cortex

BR Cowley, PL Stan, JW Pillow, MA Smith - bioRxiv, 2023 - ncbi.nlm.nih.gov
A powerful approach to understanding the computations carried out in visual cortex is to
develop models that predict neural responses to arbitrary images. Deep neural network …

Stimulus-dependent differences in cortical versus subcortical contributions to visual detection in mice

JJ Cone, AO Mitchell, RK Parker, JHR Maunsell - Current Biology, 2024 - cell.com
The primary visual cortex (V1) and the superior colliculus (SC) both occupy stations early in
the processing of visual information. They have long been thought to perform distinct …

Rodent attention: Probing the mouse mind with reverse correlation

S Ghosh, JHR Maunsell - Current Biology, 2023 - cell.com
Rodent attention: Probing the mouse mind with reverse correlation: Current Biology Skip to Main
Content Advertisement Current Biology This journal offers authors two options (open access or …

Opening questions in visual working memory

AC Nobre - Journal of Cognitive Neuroscience, 2022 - ieeexplore.ieee.org
In this reflective piece on visual working memory, I depart from the laboriously honed skills of
writing a review. Instead of integrating approaches, synthesizing evidence, and building a …

Perception: A dynamic interplay between genetics and neuroplasticity

AM Proverbio - Frontiers in Cognition, 2022 - frontiersin.org
This contribution highlights the complex role of sexual and genetic differences, behavioral
habits, and learning of new skills in shaping the circuitry and the neuroanatomy of the …

Reinforcement Learning-Guided Optogenetic Stimulation Policies for Robust Functional Network Discovery

S Mukherjee, P Jendrichovksy… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Optogenetic stimulation has opened up a new avenue to probe neuronal circuitry at high
spatiotemporal resolutions. A key challenge in optogenetic stimulation is deciding which …

Temporal weighting of cortical and subcortical spikes reveals stimulus dependent differences in their contributions to behavior.

JJ Cone, AO Mitchell, RK Parker, JHR Maunsell - bioRxiv, 2023 - biorxiv.org
The primary visual cortex (V1) and the superior colliculus (SC) both occupy stations early in
the processing of visual information. They have long been thought to perform distinct …

Task success in trained spiking neuronal network models coincides with emergence of cross-stimulus-modulated inhibition

Y Zhu, CMB Smith, M Tang, F Scherr, JN MacLean - bioRxiv, 2023 - biorxiv.org
The neocortex is composed of spiking neuronal units interconnected in a sparse, recurrent
network. Neuronal networks exhibit spiking activity that transforms sensory inputs into …

Understanding Neocortical Dynamics and Computation Through Spiking Neural Network Modeling

Y Zhu - 2023 - search.proquest.com
Through the use of biofidelic spiking neural network models (SNNs), this work offers
mechanistic insights into the relationship between neocortical structure, dynamics, and …