A survey of encoding techniques for signal processing in spiking neural networks
Biologically inspired spiking neural networks are increasingly popular in the field of artificial
intelligence due to their ability to solve complex problems while being power efficient. They …
intelligence due to their ability to solve complex problems while being power efficient. They …
Locating the engram: Should we look for plastic synapses or information-storing molecules?
JJ Langille, CR Gallistel - Neurobiology of Learning and Memory, 2020 - Elsevier
Karl Lashley began the search for the engram nearly seventy years ago. In the time since,
much has been learned but divisions remain. In the contemporary neurobiology of learning …
much has been learned but divisions remain. In the contemporary neurobiology of learning …
Spiking neural networks: A survey
JD Nunes, M Carvalho, D Carneiro, JS Cardoso - IEEE Access, 2022 - ieeexplore.ieee.org
The field of Deep Learning (DL) has seen a remarkable series of developments with
increasingly accurate and robust algorithms. However, the increase in performance has …
increasingly accurate and robust algorithms. However, the increase in performance has …
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 …
Single-neuron bursts encode pathological oscillations in subcortical nuclei of patients with Parkinson's disease and essential tremor
Deep brain stimulation procedures offer an invaluable opportunity to study disease through
intracranial recordings from awake patients. Here, we address the relationship between …
intracranial recordings from awake patients. Here, we address the relationship between …
Superconducting optoelectronic single-photon synapses
Superconducting optoelectronic hardware could be used to create large-scale and
computationally powerful artificial spiking neural networks. The approach combines …
computationally powerful artificial spiking neural networks. The approach combines …
Differential coding of itch and pain by a subpopulation of primary afferent neurons
Itch and pain are distinct unpleasant sensations that can be triggered from the same
receptive fields in the skin, raising the question of how pruriception and nociception are …
receptive fields in the skin, raising the question of how pruriception and nociception are …
Corticothalamic pathways from layer 5: emerging roles in computation and pathology
RA Mease, AJ Gonzalez - Frontiers in neural circuits, 2021 - frontiersin.org
Large portions of the thalamus receive strong driving input from cortical layer 5 (L5) neurons
but the role of this important pathway in cortical and thalamic computations is not well …
but the role of this important pathway in cortical and thalamic computations is not well …
Excitatory synapses and gap junctions cooperate to improve Pv neuronal burst firing and cortical social cognition in Shank2-mutant mice
Abstract NMDA receptor (NMDAR) and GABA neuronal dysfunctions are observed in animal
models of autism spectrum disorders, but how these dysfunctions impair social cognition …
models of autism spectrum disorders, but how these dysfunctions impair social cognition …
Functional oxides for photoneuromorphic engineering: toward a solar brain
A Pérez‐Tomás - Advanced Materials Interfaces, 2019 - Wiley Online Library
New device concepts and new computing principles are needed to balance our ever‐
growing appetite for data and information with the realization of the goals of increased …
growing appetite for data and information with the realization of the goals of increased …