Spatial Properties of STDP in a Self-Learning Spiking Neural Network Enable Controlling a Mobile Robot

Competitive Learning in a Spiking Neural Network: Towards an Intelligent Pattern Classifier

(2020) Sergey A. Lobov et al.   SENSORS

Φ memristor: Real memristor found

(2019) Frank Z. Wang et al.   JOURNAL OF APPLIED PHYSICS

Yttria-stabilized zirconia cross-point memristive devices for neuromorphic applications

(2019) A.V. Emelyanov et al.   MICROELECTRONIC ENGINEERING

Parylene Based Memristive Devices with Multilevel Resistive Switching for Neuromorphic Applications

(2019) Anton A. Minnekhanov et al.   Scientific Reports

Basic principles drive self-organization of brain-like connectivity structure

(2019) Carlos Calvo Tapia et al.   Communications in Nonlinear Science and Numerical Simulation

High-Dimensional Brain: A Tool for Encoding and Rapid Learning of Memories by Single Neurons

(2018) Ivan Tyukin et al.   BULLETIN OF MATHEMATICAL BIOLOGY

Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network

(2018)   IEEE Transactions on Neural Networks and Learning Systems

Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses

(2018) Wei Wang et al.   Science Advances

Deep learning in spiking neural networks

(2018) Amirhossein Tavanaei et al.   NEURAL NETWORKS

The unreasonable effectiveness of small neural ensembles in high-dimensional brain

(2018) Alexander N. Gorban et al.   Physics of Life Reviews

Neurons derived from different brain regions are inherently different in vitro: a novel multiregional brain-on-a-chip

(2017) Stephanie Dauth et al.   JOURNAL OF NEUROPHYSIOLOGY

Pavlovian conditioning demonstrated with neuromorphic memristive devices

(2017) Zheng-Hua Tan et al.   Scientific Reports

Design of Cultured Neuron Networks in vitro with Predefined Connectivity Using Asymmetric Microfluidic Channels

(2017) Arseniy Gladkov et al.   Scientific Reports

Selectivity of stimulus induced responses in cultured hippocampal networks on microelectrode arrays

(2016) Alexey Pimashkin et al.   Cognitive Neurodynamics

Convolutional networks for fast, energy-efficient neuromorphic computing

(2016) Steven K. Esser et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Biorealistic Implementation of Synaptic Functions with Oxide Memristors through Internal Ionic Dynamics

(2015) Chao Du et al.   ADVANCED FUNCTIONAL MATERIALS

Experimental Demonstration of a Second-Order Memristor and Its Ability to Biorealistically Implement Synaptic Plasticity

(2015) Sungho Kim et al.   NANO LETTERS

Learning touch preferences with a tactile robot using dopamine modulated STDP in a model of insular cortex

(2015) Ting-Shuo Chou et al.   Frontiers in Neurorobotics

Biological and medical applications of a brain-on-a-chip

(2014) David Pamies et al.   EXPERIMENTAL BIOLOGY AND MEDICINE

Associative learning of classical conditioning as an emergent property of spatially extended spiking neural circuits with synaptic plasticity

(2014) John H. C. Palmer et al.   Frontiers in Computational Neuroscience

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

A supervised multi-spike learning algorithm based on gradient descent for spiking neural networks

(2013) Yan Xu et al.   NEURAL NETWORKS

Adaptive enhancement of learning protocol in hippocampal cultured networks grown on multielectrode arrays

(2013) Alexey Pimashkin et al.   Frontiers in Neural Circuits

An Electronic Version of Pavlov's Dog

(2012) Martin Ziegler et al.   ADVANCED FUNCTIONAL MATERIALS

An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation

(2011) Shimeng Yu et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

(2010) Claudia Clopath et al.   NATURE NEUROSCIENCE

Distributed Dynamical Computation in Neural Circuits with Propagating Coherent Activity Patterns

(2009) Pulin Gong et al.   PLoS Computational Biology

Phenomenological models of synaptic plasticity based on spike timing

(2008) Abigail Morrison et al.   BIOLOGICAL CYBERNETICS

Spatio-temporal electrical stimuli shape behavior of an embodied cortical network in a goal-directed learning task

(2008) Douglas J Bakkum et al.   Journal of Neural Engineering

Order-Based Representation in Random Networks of Cortical Neurons

(2008) Goded Shahaf et al.   PLoS Computational Biology