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Decoding the brain: From neural representations to mechanistic models
A central principle in neuroscience is that neurons within the brain act in concert to produce
perception, cognition, and adaptive behavior. Neurons are organized into specialized brain …
perception, cognition, and adaptive behavior. Neurons are organized into specialized brain …
Functional connectomics spanning multiple areas of mouse visual cortex
MICrONS Consortium, JA Bae, M Baptiste, CA Bishop… - BioRxiv, 2021 - biorxiv.org
To understand the brain we must relate neurons' functional responses to the circuit
architecture that shapes them. Here, we present a large functional connectomics dataset …
architecture that shapes them. Here, we present a large functional connectomics dataset …
Energy guided diffusion for generating neurally exciting images
In recent years, most exciting inputs (MEIs) synthesized from encoding models of neuronal
activity have become an established method for studying tuning properties of biological and …
activity have become an established method for studying tuning properties of biological and …
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Understanding how biological visual systems process information is challenging because of
the nonlinear relationship between visual input and neuronal responses. Artificial neural …
the nonlinear relationship between visual input and neuronal responses. Artificial neural …
Functional connectomics reveals general wiring rule in mouse visual cortex
Understanding the relationship between circuit connectivity and function is crucial for
uncovering how the brain implements computation. In the mouse primary visual cortex (V1) …
uncovering how the brain implements computation. In the mouse primary visual cortex (V1) …
Pattern completion and disruption characterize contextual modulation in the visual cortex
Vision is fundamentally context-dependent, with neuronal responses influenced not just by
local features but also by surrounding contextual information. In the visual cortex, studies …
local features but also by surrounding contextual information. In the visual cortex, studies …
[HTML][HTML] Bipartite invariance in mouse primary visual cortex
A defining characteristic of intelligent systems, whether natural or artificial, is the ability to
generalize and infer behaviorally relevant latent causes from high-dimensional sensory …
generalize and infer behaviorally relevant latent causes from high-dimensional sensory …
The dynamic sensorium competition for predicting large-scale mouse visual cortex activity from videos
P Turishcheva, PG Fahey, M Vystrčilová, L Hansel… - Ar** computational models of neural response is crucial for understanding sensory
processing and neural computations. Current state-of-the-art neural network methods use …
processing and neural computations. Current state-of-the-art neural network methods use …
Decoding dynamic visual scenes across the brain hierarchy
Y Chen, P Beech, Z Yin, S Jia, J Zhang… - PLOS Computational …, 2024 - journals.plos.org
Understanding the computational mechanisms that underlie the encoding and decoding of
environmental stimuli is a crucial investigation in neuroscience. Central to this pursuit is the …
environmental stimuli is a crucial investigation in neuroscience. Central to this pursuit is the …