Modeling statistical dependencies in multi-region spike train data
Neural computations underlying cognition and behavior rely on the coordination of neural
activity across multiple brain areas. Understanding how brain areas interact to process …
activity across multiple brain areas. Understanding how brain areas interact to process …
A flexible framework for simulating and fitting generalized drift-diffusion models
The drift-diffusion model (DDM) is an important decision-making model in cognitive
neuroscience. However, innovations in model form have been limited by methodological …
neuroscience. However, innovations in model form have been limited by methodological …
[HTML][HTML] The dynamics and geometry of choice in premotor cortex
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 …
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
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 …
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
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 …
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 …
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 …
complex behaviour is fundamental to neuroscience. At the core of this question lie …