A thermodynamical model of non-deterministic computation in cortical neural networks
EA Stoll - Physical Biology, 2023 - iopscience.iop.org
Neuronal populations in the cerebral cortex engage in probabilistic coding, effectively
encoding the state of the surrounding environment with high accuracy and extraordinary …
encoding the state of the surrounding environment with high accuracy and extraordinary …
A doubly stochastic renewal framework for partitioning spiking variability
The firing rate is a prevalent concept used to describe neural computations, but estimating
dynamically changing firing rates from irregular spikes is challenging. An inhomogeneous …
dynamically changing firing rates from irregular spikes is challenging. An inhomogeneous …
[HTML][HTML] The mechanics underpinning non-deterministic computation in cortical neural networks
EA Stoll - AppliedMath, 2024 - mdpi.com
Cortical neurons integrate upstream signals and random electrical noise to gate signaling
outcomes, leading to statistically random patterns of activity. Yet classically, the neuron is …
outcomes, leading to statistically random patterns of activity. Yet classically, the neuron is …
Random electrical noise drives non-deterministic computation in cortical neural networks
EA Stoll - bioRxiv, 2022 - biorxiv.org
In cortical neurons, spontaneous membrane potential fluctuations affect the likelihood of
firing an action potential. Yet despite retaining sensitivity to random electrical noise in gating …
firing an action potential. Yet despite retaining sensitivity to random electrical noise in gating …
[HTML][HTML] Prefrontal cortex encodes value pop-out in visual search
M Abbaszadeh, A Panjehpour, SMA Alemohammad… - Iscience, 2023 - cell.com
Recent evidence demonstrates that long-term object value association can enhance visual
search efficiency, a phenomenon known as value pop-out. However, the neural mechanism …
search efficiency, a phenomenon known as value pop-out. However, the neural mechanism …
Value-Based Search Efficiency Is Encoded in the Substantia Nigra Reticulata Firing Rate, Spiking Irregularity and Local Field Potential
Recent results show that valuable objects can pop out in visual search, yet its neural
mechanisms remain unexplored. Given the role of substantia nigra reticulata (SNr) in object …
mechanisms remain unexplored. Given the role of substantia nigra reticulata (SNr) in object …
Consciousness, Exascale Computational Power, Probabilistic Outcomes, and Energetic Efficiency
EA Stoll - Cognitive Science, 2023 - Wiley Online Library
A central problem in the cognitive sciences is identifying the link between consciousness
and neural computation. The key features of consciousness—including the emergence of …
and neural computation. The key features of consciousness—including the emergence of …
A Deep Learning Approach to Detecting Temporal Characteristics of Cortical Regions
R Negi, A Yoshida, M Kuwabara, R Kanai - bioRxiv, 2023 - biorxiv.org
One view of the neocortical architecture is that every region functions based on a universal
computational principle. Contrary to this, we postulated that each cortical region has its own …
computational principle. Contrary to this, we postulated that each cortical region has its own …
[引用][C] Prefrontal cortex encodes value pop-out in visual search
A Panjehpour, M Amin, A Ghavampour, A Ghazizadeh - europepmc.org
Recent evidence demonstrates that long-term object value association can enhance visual
search efficiency, a phenomenon known as value pop-out. However, the neural mechanism …
search efficiency, a phenomenon known as value pop-out. However, the neural mechanism …