Modeling statistical dependencies in multi-region spike train data

SL Keeley, DM Zoltowski, MC Aoi, JW Pillow - Current opinion in …, 2020 - Elsevier
Neural computations underlying cognition and behavior rely on the coordination of neural
activity across multiple brain areas. Understanding how brain areas interact to process …

A flexible framework for simulating and fitting generalized drift-diffusion models

M Shinn, NH Lam, JD Murray - ELife, 2020 - elifesciences.org
The drift-diffusion model (DDM) is an important decision-making model in cognitive
neuroscience. However, innovations in model form have been limited by methodological …

[HTML][HTML] The dynamics and geometry of choice in premotor cortex

M Genkin, KV Shenoy, C Chandrasekaran, TA Engel - BioRxiv, 2023 - ncbi.nlm.nih.gov
The brain represents sensory variables in the coordinated activity of neural populations, in
which tuning curves of single neurons define the geometry of the population code. Whether …

Neural population dynamics underlying evidence accumulation in multiple rat brain regions

B DePasquale, CD Brody, JW Pillow - Elife, 2024 - elifesciences.org
Accumulating evidence to make decisions is a core cognitive function. Previous studies
have tended to estimate accumulation using either neural or behavioral data alone. Here we …

Distributed coding of evidence accumulation across the mouse brain using microcircuits with a diversity of timescales

E Imani, S Radkani, A Hashemi, A Harati, H Pourreza… - Eneuro, 2023 - eneuro.org
The gradual accumulation of noisy evidence for or against options is the main step in the
perceptual decision-making process. Using brain-wide electrophysiological recording in …

[書籍][B] The algorithmic and neural logic of perceptual decision-making

D Gupta - 2022 - search.proquest.com
Decision-making based on noisy sensory stimuli is a fundamental part of everyday life. In
this thesis, we present three studies that seek to advance the understanding of the …

Dynamical structure in neural population activity

L Duncker - 2021 - discovery.ucl.ac.uk
The question of how the collective activity of neural populations in the brain gives rise to
complex behaviour is fundamental to neuroscience. At the core of this question lie …