Flexible neuromorphic electronics for computing, soft robotics, and neuroprosthetics
Flexible neuromorphic electronics that emulate biological neuronal systems constitute a
promising candidate for next‐generation wearable computing, soft robotics, and …
promising candidate for next‐generation wearable computing, soft robotics, and …
Technology and integration roadmap for optoelectronic memristor
Optoelectronic memristors (OMs) have emerged as a promising optoelectronic
Neuromorphic computing paradigm, opening up new opportunities for neurosynaptic …
Neuromorphic computing paradigm, opening up new opportunities for neurosynaptic …
Associative and predictive hippocampal codes support memory-guided behaviors
Episodic memory involves learning and recalling associations between items and their
spatiotemporal context. Those memories can be further used to generate internal models of …
spatiotemporal context. Those memories can be further used to generate internal models of …
Synaptic electronics: materials, devices and applications
In this paper, the recent progress of synaptic electronics is reviewed. The basics of biological
synaptic plasticity and learning are described. The material properties and electrical …
synaptic plasticity and learning are described. The material properties and electrical …
[HTML][HTML] Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks
D Ielmini - Microelectronic Engineering, 2018 - Elsevier
The human brain can perform advanced computing tasks, such as learning, recognition, and
cognition, with extremely low power consumption and low frequency of neuronal spiking …
cognition, with extremely low power consumption and low frequency of neuronal spiking …
[PDF][PDF] Machine learning for wireless networks with artificial intelligence: A tutorial on neural networks
Next-generation wireless networks must support ultra-reliable, low-latency communication
and intelligently manage a massive number of Internet of Things (IoT) devices in real-time …
and intelligently manage a massive number of Internet of Things (IoT) devices in real-time …
Oscillations and episodic memory: addressing the synchronization/desynchronization conundrum
Brain oscillations are one of the core mechanisms underlying episodic memory. However,
while some studies highlight the role of synchronized oscillatory activity, others highlight the …
while some studies highlight the role of synchronized oscillatory activity, others highlight the …
The spike-timing dependence of plasticity
DE Feldman - Neuron, 2012 - cell.com
In spike-timing-dependent plasticity (STDP), the order and precise temporal interval
between presynaptic and postsynaptic spikes determine the sign and magnitude of long …
between presynaptic and postsynaptic spikes determine the sign and magnitude of long …
Nanoelectronic programmable synapses based on phase change materials for brain-inspired computing
Brain-inspired computing is an emerging field, which aims to extend the capabilities of
information technology beyond digital logic. A compact nanoscale device, emulating …
information technology beyond digital logic. A compact nanoscale device, emulating …
Plasticity of cortical excitatory-inhibitory balance
RC Froemke - Annual review of neuroscience, 2015 - annualreviews.org
Synapses are highly plastic and are modified by changes in patterns of neural activity or
sensory experience. Plasticity of cortical excitatory synapses is thought to be important for …
sensory experience. Plasticity of cortical excitatory synapses is thought to be important for …