Frontiers in Neuroscience | Neuromorphic Engineering

Original Research

Published on 26 Jun 2024

A lightweight data-driven spiking neuronal network model of Drosophila olfactory nervous system with dedicated hardware support

in Neuromorphic Engineering

Takuya Nanami
Daichi Yamada
Makoto Someya
Toshihide Hige
Hokto Kazama
Takashi Kohno

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1384336

2,297 views

Original Research

Published on 20 Jun 2024

Composing recurrent spiking neural networks using locally-recurrent motifs and risk-mitigating architectural optimization

in Neuromorphic Engineering

Wenrui Zhang
Hejia Geng
Peng Li

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1412559

1,751 views
2 citations

Original Research

Published on 20 Jun 2024

NoC simulation steered by NEST: McAERsim and a Noxim patch

in Neuromorphic Engineering

Markus Robens
Robert Kleijnen
Michael Schiek
Stefan van Waasen

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1371103

1,965 views

Mini Review

Published on 11 Jun 2024

Advancements in brain-machine interfaces for application in the metaverse

in Neuromorphic Engineering

Yang Liu
Ruibin Liu
Jinnian Ge
Yue Wang

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1383319

3,908 views
5 citations

Original Research

Published on 15 May 2024

Bi-sigmoid spike-timing dependent plasticity learning rule for magnetic tunnel junction-based SNN

in Neuromorphic Engineering

Salah Daddinounou
Elena-Ioana Vatajelu

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1387339

1,775 views
1 citation

Original Research

Published on 25 Apr 2024

Artificial cerebellum on FPGA: realistic real-time cerebellar spiking neural network model capable of real-world adaptive motor control

in Neuromorphic Engineering

Yusuke Shinji
Hirotsugu Okuno
Yutaka Hirata

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1220908

3,379 views
3 citations

Editorial

Published on 22 Apr 2024

Editorial: Theoretical advances and practical applications of spiking neural networks

in Neuromorphic Engineering

Gaetano Di Caterina
Malu Zhang
Jundong Liu

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1406502

2,036 views
1 citation

Perspective

Published on 17 Apr 2024

Perspective: an optoelectronic future for heterogeneous, dendritic computing

in Neuromorphic Engineering

Luis El Srouji
Mahmoud Abdelghany
Hari Rakul Ambethkar
Yun-Jhu Lee
Mehmet Berkay On
S. J. Ben Yoo

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1394271

1,658 views
1 citation

Original Research

Published on 16 Apr 2024

Brain topology improved spiking neural network for efficient reinforcement learning of continuous control

in Neuromorphic Engineering

Yongjian Wang
Yansong Wang
Xinhe Zhang
Jiulin Du
Tielin Zhang
Bo Xu

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1325062

2,754 views
2 citations

Original Research

Published on 12 Apr 2024

Co-learning synaptic delays, weights and adaptation in spiking neural networks

in Neuromorphic Engineering

Lucas Deckers
Laurens Van Damme
Werner Van Leekwijck
Ing Jyh Tsang
Steven Latré

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1360300

2,637 views
8 citations

Review

Published on 10 Apr 2024

A comprehensive review of advanced trends: from artificial synapses to neuromorphic systems with consideration of non-ideal effects

in Neuromorphic Engineering

Kyuree Kim
Min Suk Song
Hwiho Hwang
Sungmin Hwang
Hyungjin Kim

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1279708

7,027 views
20 citations

Original Research

Published on 28 Mar 2024

Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration

in Neuromorphic Engineering

Yingfu Xu
Kevin Shidqi
Gert-Jan van Schaik
Refik Bilgic
Alexandra Dobrita
Shenqi Wang
Roy Meijer
Prithvish Nembhani
Cina Arjmand
Pietro Martinello

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1335422

7,029 views
5 citations

Original Research

Published on 26 Mar 2024

Closing the loop: High-speed robotics with accelerated neuromorphic hardware

in Neuromorphic Engineering

Yannik Stradmann
Johannes Schemmel

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1360122

2,543 views

Perspective

Published on 13 Mar 2024

Complex chemical reaction networks for future information processing

in Neuromorphic Engineering

Katja-Sophia Csizi
Emanuel Lörtscher

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1379205

3,380 views
5 citations

Original Research

Published on 12 Mar 2024

SGLFormer: Spiking Global-Local-Fusion Transformer with high performance

in Neuromorphic Engineering

Han Zhang
Chenlin Zhou
Liutao Yu
Liwei Huang
Zhengyu Ma
Xiaopeng Fan
Huihui Zhou
Yonghong Tian

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1371290

4,457 views
8 citations

Original Research

Published on 05 Mar 2024

DCENet-based low-light image enhancement improved by spiking encoding and convLSTM

in Neuromorphic Engineering

Xinghao Wang
Qiang Wang
Lei Zhang
Yi Qu
Fan Yi
Jiayang Yu
Qiuhan Liu
Ruicong Xia
Ziling Xu
Sirong Tong

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1297671

1,989 views