Second-order information bottleneck based spiking neural networks for sEMG recognition

High-Density Surface EMG Denoising Using Independent Vector Analysis

(2020) Kun Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Fast and robust learning in Spiking Feed-forward Neural Networks based on Intrinsic Plasticity mechanism

(2019) Anguo Zhang et al.   NEUROCOMPUTING

Discrimination of EMG Signals Using a Neuromorphic Implementation of a Spiking Neural Network

(2019) Elisa Donati et al.   IEEE Transactions on Biomedical Circuits and Systems

Surface-Electromyography-Based Gesture Recognition by Multi-View Deep Learning

(2019) Wentao Wei et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Low-Cost End-to-End sEMG-Based Gait Sub-Phase Recognition System

(2019) Ruiming Luo et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor

(2019) Marcello Zanghieri et al.   IEEE Transactions on Biomedical Circuits and Systems

A Fully Embedded Adaptive Real-Time Hand Gesture Classifier Leveraging HD-sEMG and Deep Learning

(2019) Simon Tam et al.   IEEE Transactions on Biomedical Circuits and Systems

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

Information Dropout: Learning Optimal Representations Through Noisy Computation

(2018) Alessandro Achille et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A real-time spike-timing classifier of spatio-temporal patterns

(2018) Banafsheh Rekabdar et al.   NEUROCOMPUTING

First-Spike-Based Visual Categorization Using Reward-Modulated STDP

(2018) Milad Mozafari et al.   IEEE Transactions on Neural Networks and Learning Systems

Recognizing the Gradual Changes in sEMG Characteristics Based on Incremental Learning of Wavelet Neural Network Ensemble

(2017) Feng Duan et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

The Deterministic Information Bottleneck

(2017) DJ Strouse et al.   NEURAL COMPUTATION

Conversion of Continuous-Valued Deep Networks to Efficient Event-Driven Networks for Image Classification

(2017) Bodo Rueckauer et al.   Frontiers in Neuroscience

Training Deep Spiking Neural Networks Using Backpropagation

(2016) Jun Haeng Lee et al.   Frontiers in Neuroscience

NeuCube: A spiking neural network architecture for mapping, learning and understanding of spatio-temporal brain data

(2014) Nikola K. Kasabov   NEURAL NETWORKS

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

A compound memristive synapse model for statistical learning through STDP in spiking neural networks

(2014) Johannes Bill et al.   Frontiers in Neuroscience

Electromyography data for non-invasive naturally-controlled robotic hand prostheses

(2014) Manfredo Atzori et al.   Scientific Data

Surface EMG Based Hand Manipulation Identification Via Nonlinear Feature Extraction and Classification

(2013) Zhaojie Ju et al.   IEEE SENSORS JOURNAL

Effective Model Representation by Information Bottleneck Principle

(2013) R. M. Hecht et al.   IEEE Transactions on Audio Speech and Language Processing

Supervised Hierarchical Bayesian Model-Based Electomyographic Control and Analysis

(2013) Hyonyoung Han et al.   IEEE Journal of Biomedical and Health Informatics

A remark on the error-backpropagation learning algorithm for spiking neural networks

(2012) Jie Yang et al.   APPLIED MATHEMATICS LETTERS

A Neuro–Fuzzy Inference System for sEMG-Based Identification of Hand Motion Commands

(2010) Mahdi Khezri et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Twin SVM for Gesture Classification Using the Surface Electromyogram

(2009) G.R. Naik et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

A Hidden Markov, Multivariate Autoregressive (HMM-mAR) Network Framework for Analysis of Surface EMG (sEMG) Data

(2008) J. Chiang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING