Signal propagation in complex networks
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …
going viral, promotes trust and facilitates moral behavior in social groups, enables the …
[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 …
A scalable multicore architecture with heterogeneous memory structures for dynamic neuromorphic asynchronous processors (DYNAPs)
Neuromorphic computing systems comprise networks of neurons that use asynchronous
events for both computation and communication. This type of representation offers several …
events for both computation and communication. This type of representation offers several …
[HTML][HTML] Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks
Synaptic plasticity, the putative basis of learning and memory formation, manifests in various
forms and across different timescales. Here we show that the interaction of Hebbian …
forms and across different timescales. Here we show that the interaction of Hebbian …
The temporal paradox of Hebbian learning and homeostatic plasticity
Hebbian plasticity, a synaptic mechanism which detects and amplifies co-activity between
neurons, is considered a key ingredient underlying learning and memory in the brain …
neurons, is considered a key ingredient underlying learning and memory in the brain …
Brain-inspired learning on neuromorphic substrates
Neuromorphic hardware strives to emulate brain-like neural networks and thus holds the
promise for scalable, low-power information processing on temporal data streams. Yet, to …
promise for scalable, low-power information processing on temporal data streams. Yet, to …
[HTML][HTML] Neural mechanisms of attending to items in working memory
Working memory, the ability to keep recently accessed information available for immediate
manipulation, has been proposed to rely on two mechanisms that appear difficult to …
manipulation, has been proposed to rely on two mechanisms that appear difficult to …
Integrating Hebbian and homeostatic plasticity: the current state of the field and future research directions
We summarize here the results presented and subsequent discussion from the meeting on
Integrating Hebbian and Homeostatic Plasticity at the Royal Society in April 2016. We first …
Integrating Hebbian and Homeostatic Plasticity at the Royal Society in April 2016. We first …
Hebbian plasticity requires compensatory processes on multiple timescales
F Zenke, W Gerstner - … transactions of the royal society B …, 2017 - royalsocietypublishing.org
We review a body of theoretical and experimental research on Hebbian and homeostatic
plasticity, starting from a puzzling observation: while homeostasis of synapses found in …
plasticity, starting from a puzzling observation: while homeostasis of synapses found in …
[HTML][HTML] Direct current stimulation boosts hebbian plasticity in vitro
Background There is evidence that transcranial direct current stimulation (tDCS) can
improve learning performance. Arguably, this effect is related to long term potentiation (LTP) …
improve learning performance. Arguably, this effect is related to long term potentiation (LTP) …