[HTML][HTML] Regulation of circuit organization and function through inhibitory synaptic plasticity
Diverse inhibitory neurons in the mammalian brain shape circuit connectivity and dynamics
through mechanisms of synaptic plasticity. Inhibitory plasticity can establish …
through mechanisms of synaptic plasticity. Inhibitory plasticity can establish …
Formation and computational implications of assemblies in neural circuits
In the brain, patterns of neural activity represent sensory information and store it in non
random synaptic connectivity. A prominent theoretical hypothesis states that assemblies …
random synaptic connectivity. A prominent theoretical hypothesis states that assemblies …
[HTML][HTML] Stability and learning in excitatory synapses by nonlinear inhibitory plasticity
C Miehl, J Gjorgjieva - PLoS computational biology, 2022 - journals.plos.org
Synaptic changes are hypothesized to underlie learning and memory formation in the brain.
But Hebbian synaptic plasticity of excitatory synapses on its own is unstable, leading to …
But Hebbian synaptic plasticity of excitatory synapses on its own is unstable, leading to …
Synapse-type-specific competitive Hebbian learning forms functional recurrent networks
Cortical networks exhibit complex stimulus–response patterns that are based on specific
recurrent interactions between neurons. For example, the balance between excitatory and …
recurrent interactions between neurons. For example, the balance between excitatory and …
Untangling stability and gain modulation in cortical circuits with multiple interneuron classes
Synaptic inhibition is the mechanistic backbone of a suite of cortical functions, not the least
of which is maintaining overall network stability as well as modulating neuronal gain. Past …
of which is maintaining overall network stability as well as modulating neuronal gain. Past …
[HTML][HTML] Purely STDP-based assembly dynamics: Stability, learning, overlaps, drift and aging
P Manz, RM Memmesheimer - PLOS Computational Biology, 2023 - journals.plos.org
Memories may be encoded in the brain via strongly interconnected groups of neurons,
called assemblies. The concept of Hebbian plasticity suggests that these assemblies are …
called assemblies. The concept of Hebbian plasticity suggests that these assemblies are …
Recurrent connectivity structure controls the emergence of co-tuned excitation and inhibition
Experimental studies have shown that in cortical neurons, excitatory and inhibitory incoming
currents are strongly correlated, which is hypothesized to be essential for efficient …
currents are strongly correlated, which is hypothesized to be essential for efficient …
Supercritical dynamics at the edge-of-chaos underlies optimal decision-making
AF Amil, PFMJ Verschure - Journal of Physics: Complexity, 2021 - iopscience.iop.org
Critical dynamics, characterized by scale-free neuronal avalanches, is thought to underlie
optimal function in the sensory cortices by maximizing information transmission, capacity …
optimal function in the sensory cortices by maximizing information transmission, capacity …
Tuned inhibitory firing rate and connection weights as emergent network properties
F Lagzi, A Fairhall - BioRxiv, 2022 - biorxiv.org
Excitatory cortical neurons show clear tuning to stimulus features, but the tuning properties
of inhibitory neurons are ambiguous and have been the subject of a long debate. While …
of inhibitory neurons are ambiguous and have been the subject of a long debate. While …
Input-specific inhibitory plasticity improves decision accuracy under noise
Inhibitory interneurons regulate excitability, information flow, and plasticity in neural circuits.
Inhibitory synapses are also plastic and can be modified by changes in experience or …
Inhibitory synapses are also plastic and can be modified by changes in experience or …