Flexible neuromorphic electronics for computing, soft robotics, and neuroprosthetics

HL Park, Y Lee, N Kim, DG Seo, GT Go… - Advanced …, 2020 - Wiley Online Library
Flexible neuromorphic electronics that emulate biological neuronal systems constitute a
promising candidate for next‐generation wearable computing, soft robotics, and …

Technology and integration roadmap for optoelectronic memristor

J Wang, N Ilyas, Y Ren, Y Ji, S Li, C Li, F Liu… - Advanced …, 2024 - Wiley Online Library
Optoelectronic memristors (OMs) have emerged as a promising optoelectronic
Neuromorphic computing paradigm, opening up new opportunities for neurosynaptic …

Associative and predictive hippocampal codes support memory-guided behaviors

C Liu, R Todorova, W Tang, A Oliva, A Fernandez-Ruiz - Science, 2023 - science.org
Episodic memory involves learning and recalling associations between items and their
spatiotemporal context. Those memories can be further used to generate internal models of …

Synaptic electronics: materials, devices and applications

D Kuzum, S Yu, HSP Wong - Nanotechnology, 2013 - iopscience.iop.org
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 …

[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 …

[PDF][PDF] Machine learning for wireless networks with artificial intelligence: A tutorial on neural networks

M Chen, U Challita, W Saad, C Yin… - arXiv preprint arXiv …, 2017 - researchgate.net
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 …

Oscillations and episodic memory: addressing the synchronization/desynchronization conundrum

S Hanslmayr, BP Staresina, H Bowman - Trends in neurosciences, 2016 - cell.com
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 …

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 …

Nanoelectronic programmable synapses based on phase change materials for brain-inspired computing

D Kuzum, RGD Jeyasingh, B Lee, HSP Wong - Nano letters, 2012 - ACS Publications
Brain-inspired computing is an emerging field, which aims to extend the capabilities of
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 …