Application of a Brain-Inspired Spiking Neural Network Architecture to Odor Data Classification

Neuromorphic engineering — A paradigm shift for future IM technologies

(2019) Anup Vanarse et al.   IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE

Real-Time Classification of Multivariate Olfaction Data Using Spiking Neural Networks

(2019) Anup Vanarse et al.   SENSORS

A Hardware-Deployable Neuromorphic Solution for Encoding and Classification of Electronic Nose Data

(2019) Anup Vanarse et al.   SENSORS

Selection and Optimization of Temporal Spike Encoding Methods for Spiking Neural Networks

(2019) Balint Petro et al.   IEEE Transactions on Neural Networks and Learning Systems

Classification and regression of spatio-temporal signals using NeuCube and its realization on SpiNNaker neuromorphic hardware

(2018) Jan Behrenbeck et al.   Journal of Neural Engineering

Deep Learning With Spiking Neurons: Opportunities and Challenges

(2018) Michael Pfeiffer et al.   Frontiers in Neuroscience

Closed-Form Design of Variable Fractional-Delay FIR Filters With Low or Middle Cutoff Frequencies

(2017) Xiangdong Huang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

An Investigation into Spike-Based Neuromorphic Approaches for Artificial Olfactory Systems

(2017) Anup Vanarse et al.   SENSORS

Mapping Temporal Variables Into the NeuCube for Improved Pattern Recognition, Predictive Modeling, and Understanding of Stream Data

(2017) Enmei Tu et al.   IEEE Transactions on Neural Networks and Learning Systems

Signal processing inspired from the olfactory bulb for electronic noses

(2016) Ya-Qi Jing et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications

(2016) Nikola Kasabov et al.   NEURAL NETWORKS

A Review of Current Neuromorphic Approaches for Vision, Auditory, and Olfactory Sensors

(2016) Anup Vanarse et al.   Frontiers in Neuroscience

Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms

(2016) Alan Diamond 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

The SpiNNaker Project

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

A biomimetic approach to machine olfaction, featuring a very large-scale chemical sensor array and embedded neuro-bio-inspired computation

(2013) S. Marco et al.   MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS

Optimal feature selection for classifying a large set of chemicals using metal oxide sensors

(2013) Thomas Nowotny et al.   SENSORS AND ACTUATORS B-CHEMICAL

Rapid processing of chemosensor transients in a neuromorphic implementation of the insect macroglomerular complex

(2013) Timothy C. Pearce et al.   Frontiers in Neuroscience

Dynamic evolving spiking neural networks for on-line spatio- and spectro-temporal pattern recognition

(2012) Nikola Kasabov et al.   NEURAL NETWORKS

VLSI Implementation of a Bio-Inspired Olfactory Spiking Neural Network

(2012) Hung-Yi Hsieh et al.   IEEE Transactions on Neural Networks and Learning Systems

Mimicking Biological Design and Computing Principles in Artificial Olfaction

(2011) Baranidharan Raman et al.   ACS Chemical Neuroscience

Olfactory networks: from sensation to perception

(2011) Sarah G Leinwand et al.   CURRENT OPINION IN GENETICS & DEVELOPMENT

Neuromorphic sensory systems

(2010) Shih-Chii Liu et al.   CURRENT OPINION IN NEUROBIOLOGY

Discrimination Effects in Zeolite Modified Metal Oxide Semiconductor Gas Sensors

(2010) Russell Binions et al.   IEEE SENSORS JOURNAL

Zeolite-Modified Discriminating Gas Sensors

(2009) Russell Binions et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Acceleration of chemo-sensory information processing using transient features☆

(2008) Mehmet K. Muezzinoglu et al.   SENSORS AND ACTUATORS B-CHEMICAL