[HTML][HTML] Regulation of circuit organization and function through inhibitory synaptic plasticity

YK Wu, C Miehl, J Gjorgjieva - Trends in Neurosciences, 2022 - cell.com
Diverse inhibitory neurons in the mammalian brain shape circuit connectivity and dynamics
through mechanisms of synaptic plasticity. Inhibitory plasticity can establish …

Formation and computational implications of assemblies in neural circuits

C Miehl, S Onasch, D Festa… - The Journal of …, 2023 - Wiley Online Library
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 …

[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 …

Synapse-type-specific competitive Hebbian learning forms functional recurrent networks

S Eckmann, EJ Young… - Proceedings of the …, 2024 - National Acad Sciences
Cortical networks exhibit complex stimulus–response patterns that are based on specific
recurrent interactions between neurons. For example, the balance between excitatory and …

Untangling stability and gain modulation in cortical circuits with multiple interneuron classes

H Bos, AM Oswald, B Doiron - bioRxiv, 2020 - biorxiv.org
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 …

[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 …

Recurrent connectivity structure controls the emergence of co-tuned excitation and inhibition

E Giannakakis, O Vinogradov, V Buendía, A Levina - bioRxiv, 2023 - biorxiv.org
Experimental studies have shown that in cortical neurons, excitatory and inhibitory incoming
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 …

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 …

Input-specific inhibitory plasticity improves decision accuracy under noise

SC Song, B Shen, R Machold, B Rudy, PW Glimcher… - bioRxiv, 2022 - biorxiv.org
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 …