Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing

Self-organizing neural networks for universal learning and multimodal memory encoding

(2019) Ah-Hwee Tan et al.   NEURAL NETWORKS

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

MorphIC: A 65-nm 738k-Synapse/mm$^2$ Quad-Core Binary-Weight Digital Neuromorphic Processor With Stochastic Spike-Driven Online Learning

(2019) Charlotte Frenkel et al.   IEEE Transactions on Biomedical Circuits and Systems

Hand gesture recognition based on motor unit spike trains decoded from high-density electromyography

(2019) Chen Chen et al.   Biomedical Signal Processing and Control

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

A Scalable Multicore Architecture With Heterogeneous Memory Structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs)

(2018) Saber Moradi et al.   IEEE Transactions on Biomedical Circuits and Systems

SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks

(2018) Friedemann Zenke et al.   NEURAL COMPUTATION

Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors

(2018) Angkoon Phinyomark et al.   SENSORS

Feature Representations for Neuromorphic Audio Spike Streams

(2018) Jithendar Anumula et al.   Frontiers in Neuroscience

Classifier Level Fusion of Accelerometer and sEMG Signals for Automatic Fitness Activity Diarization

(2018) Giorgio Biagetti et al.   SENSORS

Braindrop: A Mixed-Signal Neuromorphic Architecture With a Dynamical Systems-Based Programming Model

(2018) Alexander Neckar et al.   PROCEEDINGS OF THE IEEE

Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain

(2018) Chetan Singh Thakur et al.   Frontiers in Neuroscience

Hierarchical Complex Activity Representation and Recognition Using Topic Model and Classifier Level Fusion

(2017) Liangying Peng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Gesture recognition for human-robot collaboration: A review

(2017) Hongyi Liu et al.   INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS

Deep learning-based artificial vision for grasp classification in myoelectric hands

(2017) Ghazal Ghazaei et al.   Journal of Neural Engineering

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

(2017) Bodo Rueckauer et al.   Frontiers in Neuroscience

A review of hand gesture and sign language recognition techniques

(2017) Ming Jin Cheok et al.   International Journal of Machine Learning and Cybernetics

A Neuromorphic Event-Based Neural Recording System for Smart Brain-Machine-Interfaces

(2015) Federico Corradi et al.   IEEE Transactions on Biomedical Circuits and Systems

A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition

(2015) Simone Benatti et al.   IEEE Transactions on Biomedical Circuits and Systems

Sensor fusion and computer vision for context-aware control of a multi degree-of-freedom prosthesis

(2015) Marko Markovic et al.   Journal of Neural Engineering

Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects

(2015) Dana Lahat et al.   PROCEEDINGS OF THE IEEE

Deep unsupervised network for multimodal perception, representation and classification

(2015) Alain Droniou et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades

(2015) Garrick Orchard et al.   Frontiers in Neuroscience

A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses

(2015) Ning Qiao et al.   Frontiers in Neuroscience

A Kinect-Based Gesture Recognition Approach for a Natural Human Robot Interface

(2015) Grazia Cicirelli et al.   International Journal of Advanced Robotic Systems

Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest

(2014) Christian Debes et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Audiovisual Speech Source Separation: An overview of key methodologies

(2014) Bertrand Rivet et al.   IEEE SIGNAL PROCESSING MAGAZINE

Stereovision and augmented reality for closed-loop control of grasping in hand prostheses

(2014) Marko Markovic et al.   Journal of Neural Engineering

Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations

(2014) Ben Varkey Benjamin et al.   PROCEEDINGS OF THE IEEE

The SpiNNaker Project

(2014) Steve B. Furber et al.   PROCEEDINGS OF THE IEEE

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

(2014) P. A. Merolla et al.   SCIENCE

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

(2014) Manfredo Atzori et al.   Scientific Data

Multimodal interaction: A review

(2013) Matthew Turk   PATTERN RECOGNITION LETTERS

A Review of Data Fusion Techniques

(2013) Federico Castanedo   TheScientificWorldJOURNAL

Myoelectric Control of Artificial Limbs—Is There a Need to Change Focus? [In the Spotlight]

(2012) Ning Jiang et al.   IEEE SIGNAL PROCESSING MAGAZINE

Determining the Optimal Window Length for Pattern Recognition-Based Myoelectric Control: Balancing the Competing Effects of Classification Error and Controller Delay

(2011) L H Smith et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Prostate Cancer: Multiparametric MR Imaging for Detection, Localization, and Staging

(2011) Caroline M. A. Hoeks et al.   RADIOLOGY

Cognitive vision system for control of dexterous prosthetic hands: Experimental evaluation

(2010) Strahinja Dosen et al.   Journal of NeuroEngineering and Rehabilitation

Audiovisual Information Fusion in Human–Computer Interfaces and Intelligent Environments: A Survey

(2010) Shankar T. Shivappa et al.   PROCEEDINGS OF THE IEEE