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

Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks

(2019) Emre O. Neftci et al.   IEEE SIGNAL PROCESSING MAGAZINE

Surface EMG based continuous estimation of human lower limb joint angles by using deep belief networks

(2018) Jiangcheng Chen et al.   Biomedical Signal Processing and Control

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

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

Automatic detection of oral and pharyngeal phases in swallowing using classification algorithms and multichannel EMG

(2018) Sebastian Roldan-Vasco et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

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

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

Coupling Resistive Switching Devices with Neurons: State of the Art and Perspectives

(2017) Alessandro Chiolerio et al.   Frontiers in Neuroscience

Spiking Neurons as Universal Building Blocks for Hybrid Systems

(2016) Sergey Lobov et al.  

Network response synchronization enhanced by synaptic plasticity

(2016) S. Lobov et al.   European Physical Journal-Special Topics

Real-time encoding and compression of neuronal spikes by metal-oxide memristors

(2016) Isha Gupta et al.   Nature Communications

A Spiking Neural Network in sEMG Feature Extraction

(2015) Sergey Lobov et al.   SENSORS

Linear and Nonlinear Regression Techniques for Simultaneous and Proportional Myoelectric Control

(2014) J. M. Hahne et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Continuous and simultaneous estimation of finger kinematics using inputs from an EMG-to-muscle activation model

(2014) Jimson G Ngeo et al.   Journal of NeuroEngineering and Rehabilitation

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

(2010) Claudia Clopath et al.   NATURE NEUROSCIENCE

Competitive STDP-Based Spike Pattern Learning

(2009) Timothée Masquelier et al.   NEURAL COMPUTATION

Phenomenological models of synaptic plasticity based on spike timing

(2008) Abigail Morrison et al.   BIOLOGICAL CYBERNETICS

Spike Timing Dependent Plasticity Finds the Start of Repeating Patterns in Continuous Spike Trains

(2008) Timothée Masquelier et al.   PLoS One