Deep learning in spiking neural networks
In recent years, deep learning has revolutionized the field of machine learning, for computer
vision in particular. In this approach, a deep (multilayer) artificial neural network (ANN) is …
vision in particular. In this approach, a deep (multilayer) artificial neural network (ANN) is …
[HTML][HTML] The quest for multiscale brain modeling
Addressing the multiscale organization of the brain, which is fundamental to the dynamic
repertoire of the organ, remains challenging. In principle, it should be possible to model …
repertoire of the organ, remains challenging. In principle, it should be possible to model …
Neural coding in spiking neural networks: A comparative study for robust neuromorphic systems
Various hypotheses of information representation in brain, referred to as neural codes, have
been proposed to explain the information transmission between neurons. Neural coding …
been proposed to explain the information transmission between neurons. Neural coding …
A survey of molecular communication in cell biology: Establishing a new hierarchy for interdisciplinary applications
Molecular communication (MC) engineering is inspired by the use of chemical signals as
information carriers in cell biology. The biological nature of chemical signaling makes MC a …
information carriers in cell biology. The biological nature of chemical signaling makes MC a …
Hierarchical representations of aggression in a hypothalamic-midbrain circuit
Although the ventromedial hypothalamus ventrolateral area (VMHvl) is now well established
as a critical locus for the generation of conspecific aggression, its role is complex, with …
as a critical locus for the generation of conspecific aggression, its role is complex, with …
Emergent elements of inspiratory rhythmogenesis: network synchronization and synchrony propagation
We assessed the mechanism of mammalian breathing rhythmogenesis in the preBötzinger
complex (preBötC) in vitro, where experimental tests remain inconsistent with hypotheses of …
complex (preBötC) in vitro, where experimental tests remain inconsistent with hypotheses of …
Fast and accurate annotation of acoustic signals with deep neural networks
E Steinfath, A Palacios-Muñoz, JR Rottschäfer… - Elife, 2021 - elifesciences.org
Acoustic signals serve communication within and across species throughout the animal
kingdom. Studying the genetics, evolution, and neurobiology of acoustic communication …
kingdom. Studying the genetics, evolution, and neurobiology of acoustic communication …
The promise and perils of causal circuit manipulations
Highlights•Mechanistic understanding of the brain requires assigning functions to neural
modules.•New sophisticated tools for manipulating neural activity advance this …
modules.•New sophisticated tools for manipulating neural activity advance this …
Daily vocal exercise is necessary for peak performance singing in a songbird
Vocal signals, including human speech and birdsong, are produced by complicated,
precisely coordinated body movements, whose execution is fitness-determining in resource …
precisely coordinated body movements, whose execution is fitness-determining in resource …
Perturbing the muscle work loop paradigm to unravel the neuromechanics of unsteady locomotion
Muscle function during movement is more than a simple, linear transformation of neural
activity into force. The classic work loop technique has pioneered our understanding of …
activity into force. The classic work loop technique has pioneered our understanding of …