开发安装脉冲型硬件神经元模型集成电路的四足机器人系统,用于生成步态

Pub Date : 2024-01-10 DOI:10.1007/s10015-023-00930-7
Akihisa Ishida, Isuke Okuma, Katsuyuki Morishita, Ken Saito
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引用次数: 0

摘要

作者一直在研究配备脉冲型硬件神经元模型(P-HNMs)的机器人,该模型可模仿生物神经元。在之前的一项研究中,我们开发了一个安装 P-HNM 的四足机器人系统。作者证实,该系统可产生类似动物的步态,根据运动速度转换步态。然而,由于分立元件是手工焊接到电路板上的,因此 P-HNM 的电路板之间存在明显的电路差异。因此,每次实验都必须使用可变电阻来调整电路特性。在本文中,作者开发了 P-HNM 集成电路,以减少电路变化。此外,我们还将 P-HNM 集成电路安装在四足机器人系统上。结果,我们证实 P-HNM 集成电路无需任何调整即可驱动机器人系统。此外,作者还通过行走实验证实,所提议的四足机器人系统能产生类似四足动物 "Walk "和 "Trot "的步态。生成的步态比以前的机器人系统长三到七倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Development of quadruped robot system mounting integrated circuits of pulse-type hardware neuron models for gait generation

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Development of quadruped robot system mounting integrated circuits of pulse-type hardware neuron models for gait generation

The authors have been studying robots equipped with pulse-type hardware neuron models (P-HNMs) that mimic biological neurons. In a previous study, we developed a quadruped robot system mounting P-HNMs. The authors confirmed the generation of animal-like gait that transitions gait in response to the speed of movement. However, significant circuit variations occurred between the circuit boards of the P-HNMs because the discrete elements had been soldered to the circuit board by hand. Therefore, the circuit characteristics have to adjust using variable resistance for each experiment. In this paper, the authors developed an integrated circuit of P-HNMs to reduce the circuit variation. Also, we mounted the integrated circuits of P-HNMs on a quadruped robot system. As a result, we confirmed that an integrated circuit of P-HNMs does not require any adjustments to actuate the robot system. Also, the author established that the proposed quadruped robot system generates a gait like the “Walk” and the “Trot” of quadruped animals through the walking experiments. The generated gaits are three to seven times longer than the previous robot system.

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