Embodied neuromorphic intelligence

C Bartolozzi, G Indiveri, E Donati - Nature communications, 2022 - nature.com
The design of robots that interact autonomously with the environment and exhibit complex
behaviours is an open challenge that can benefit from understanding what makes living …

Neuromorphic applications in medicine

K Aboumerhi, A Güemes, H Liu, F Tenore… - Journal of Neural …, 2023 - iopscience.iop.org
In recent years, there has been a growing demand for miniaturization, low power
consumption, quick treatments, and non-invasive clinical strategies in the healthcare …

A survey of spiking neural network accelerator on FPGA

M Isik - arXiv preprint arXiv:2307.03910, 2023 - arxiv.org
Due to the ability to implement customized topology, FPGA is increasingly used to deploy
SNNs in both embedded and high-performance applications. In this paper, we survey state …

A binaural neuromorphic auditory sensor for FPGA: a spike signal processing approach

A Jiménez-Fernández… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper presents a new architecture, design flow, and field-programmable gate array
(FPGA) implementation analysis of a neuromorphic binaural auditory sensor, designed …

A survey on FPGA-based sensor systems: towards intelligent and reconfigurable low-power sensors for computer vision, control and signal processing

GJ García, CA Jara, J Pomares, A Alabdo, LM Poggi… - Sensors, 2014 - mdpi.com
The current trend in the evolution of sensor systems seeks ways to provide more accuracy
and resolution, while at the same time decreasing the size and power consumption. The use …

A survey of fuzzy algorithms used in multi-motor systems control

V Jerković Štil, T Varga, T Benšić, M Barukčić - Electronics, 2020 - mdpi.com
Multi-motor systems are strong coupled multiple-input–multiple-output systems. The main
objective in multi-motor drive control is to achieve synchronized operation of all motors in the …

NeuroPod: a real-time neuromorphic spiking CPG applied to robotics

D Gutierrez-Galan, JP Dominguez-Morales… - Neurocomputing, 2020 - Elsevier
Initially, robots were developed with the aim of making our life easier, carrying out repetitive
or dangerous tasks for humans. Although they were able to perform these tasks, the latest …

Bio-inspired stereo vision calibration for dynamic vision sensors

MJ Dominguez-Morales, A Jimenez-Fernandez… - IEEE …, 2019 - ieeexplore.ieee.org
Many advances have been made in the field of computer vision. Several recent research
trends have focused on mimicking human vision by using a stereo vision system. In multi …

Towards neuromorphic FPGA-based infrastructures for a robotic arm

S Canas-Moreno, E Piñero-Fuentes, A Rios-Navarro… - Autonomous …, 2023 - Springer
Muscles are stretched with bursts of spikes that come from motor neurons connected to the
cerebellum through the spinal cord. Then, alpha motor neurons directly innervate the …

Neuro-inspired spike-based motion: From dynamic vision sensor to robot motor open-loop control through spike-VITE

F Perez-Peña, A Morgado-Estevez, A Linares-Barranco… - Sensors, 2013 - mdpi.com
In this paper we present a complete spike-based architecture: from a Dynamic Vision Sensor
(retina) to a stereo head robotic platform. The aim of this research is to reproduce intended …