IoT-Oriented Design of an Associative Memory Based on Impulsive Hopfield Neural Network with Rate Coding of LIF Oscillators

Concept of LIF Neuron Circuit for Rate Coding in Spike Neural Networks

(2020) Andrei Velichko et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

A Model of an Oscillatory Neural Network with Multilevel Neurons for Pattern Recognition and Computing

(2019) Andrei Velichko et al.   Electronics

Memristive crossbar arrays for brain-inspired computing

(2019) Qiangfei Xia et al.   NATURE MATERIALS

Switch Elements with S-Shaped Current-Voltage Characteristic in Models of Neural Oscillators

(2019) Petr Boriskov et al.   Electronics

Electrical switching and oscillations in vanadium dioxide

(2018) Alexander Pergament et al.   PHYSICA B-CONDENSED MATTER

Challenges in materials and devices for resistive-switching-based neuromorphic computing

(2018) Javier del Valle et al.   JOURNAL OF APPLIED PHYSICS

Deep Learning With Spiking Neurons: Opportunities and Challenges

(2018) Michael Pfeiffer et al.   Frontiers in Neuroscience

Hybrid impulsive and switching Hopfield neural networks with state-dependent impulses

(2017) Xianxiu Zhang et al.   NEURAL NETWORKS

Toward an Integration of Deep Learning and Neuroscience

(2016) Adam H. Marblestone et al.   Frontiers in Computational Neuroscience

Robust dissipativity and passivity based state estimation for discrete-time stochastic Markov jump neural networks with discrete and distributed time-varying delays

(2015) G. Nagamani et al.   NEURAL COMPUTING & APPLICATIONS

Design of silicon brains in the nano-CMOS era: Spiking neurons, learning synapses and neural architecture optimization

(2013) Andrew S. Cassidy et al.   NEURAL NETWORKS