Event-based sensing and signal processing in the visual, auditory, and olfactory domain: a review
MH Tayarani-Najaran, M Schmuker - Frontiers in Neural Circuits, 2021 - frontiersin.org
The nervous systems converts the physical quantities sensed by its primary receptors into
trains of events that are then processed in the brain. The unmatched efficiency in information …
trains of events that are then processed in the brain. The unmatched efficiency in information …
A novel octopus based Parkinson's disease and gender recognition method using vowels
The Parkinson's disease (PD) is one of the widely seen and most important neurological
disorders worldwide. With the development of the technology, many machine learning …
disorders worldwide. With the development of the technology, many machine learning …
A novel method on the edge detection of infrared image
B Wang, LL Chen, ZY Zhang - Optik, 2019 - Elsevier
Infrared image processing is important for fault identification of high-voltage equipment. This
paper studies the problem on the edge detection of infrared image. First a kind of spiking …
paper studies the problem on the edge detection of infrared image. First a kind of spiking …
Automatic speech recognition of Portuguese phonemes using neural networks ensemble
The automatic speech recognition based on detection of phonemes provides advantages for
online recognition of a speech represented by a sound signal. The development of a system …
online recognition of a speech represented by a sound signal. The development of a system …
An event-based cochlear filter temporal encoding scheme for speech signals
Spiking Neural Network (SNN), the third generation of neural networks, has been shown to
perform well in pattern recognition tasks involving temporal information, such as speech …
perform well in pattern recognition tasks involving temporal information, such as speech …
Modeling pitch perception with an active auditory model extended by octopus cells
T Harczos, FM Klefenz - Frontiers in Neuroscience, 2018 - frontiersin.org
Pitch is an essential category for musical sensations. Models of pitch perception are vividly
discussed up to date. Most of them rely on definitions of mathematical methods in the …
discussed up to date. Most of them rely on definitions of mathematical methods in the …
Precise timing and computationally efficient learning in neuromorphic systems
O Oubari - 2020 - theses.hal.science
From image recognition to automated driving, machine learning nowadays is all around us
and impacts various aspects of our daily lives. This disruptive technology is rapidly evolving …
and impacts various aspects of our daily lives. This disruptive technology is rapidly evolving …
Bioinspired Auditory Model for Vowel Recognition
V Abad Peraza, JM Ferrandez Vicente… - Electronics, 2021 - mdpi.com
In this work, a bioinspired or neuromorphic model to replicate the vowel recognition process
for an auditory system is presented. A bioinspired peripheral and central auditory system …
for an auditory system is presented. A bioinspired peripheral and central auditory system …
ED-Scorbot: A Robotic test-bed Framework for FPGA-based Neuromorphic systems
F Gómez-Rodríguez… - 2016 6th IEEE …, 2016 - ieeexplore.ieee.org
Neuromorphic engineering is a growing and promising discipline nowadays. Neuro-
inspiration and brain understanding applied to solve engineering problems is boosting new …
inspiration and brain understanding applied to solve engineering problems is boosting new …
Conversion-based approach to obtain an SNN construction
Y Shang, Y Li, F You, RL Zhao - International Journal of Software …, 2020 - World Scientific
Spiking Neuron Network (SNN) uses spike sequence for data processing, so it has an
excellent characteristic of low power consumption. However, due to the immaturity of …
excellent characteristic of low power consumption. However, due to the immaturity of …