Frontiers in Neuroscience | Neuromorphic Engineering

Original Research

Published on 25 Feb 2025

Toward autonomous event-based sensorimotor control with supervised gait learning and obstacle avoidance for robot navigation

in Neuromorphic Engineering

Shahin Hashemkhani
Vijay Shankaran Vivekanand
Samarth Chopra
Rajkumar Kubendran

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1492436

1,002 views

Methods

Published on 21 Feb 2025

Multiscale fusion enhanced spiking neural network for invasive BCI neural signal decoding

in Neuromorphic Engineering

Yu Song
Liyuan Han
Tielin Zhang
Bo Xu

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1551656

1,341 views

Original Research

Published on 19 Feb 2025

Optimizing event-driven spiking neural network with regularization and cutoff

in Neuromorphic Engineering

Dengyu Wu
Gaojie Jin
Han Yu
Xinping Yi
Xiaowei Huang

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1522788

1,817 views

Original Research

Published on 14 Feb 2025

Evaluation of fluxon synapse device based on superconducting loops for energy efficient neuromorphic computing

in Neuromorphic Engineering

Ashwani Kumar
Uday S. Goteti
Ertugrul Cubukcu
Robert C. Dynes
Duygu Kuzum

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1511371

1,197 views

Original Research

Published on 05 Feb 2025

Scalable network emulation on analog neuromorphic hardware

in Neuromorphic Engineering

Elias Arnold
Philipp Spilger
Jan V. Straub
Eric Müller
Dominik Dold
Gabriele Meoni
Johannes Schemmel

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1523331

1,231 views

Original Research

Published on 04 Feb 2025

Low-latency hierarchical routing of reconfigurable neuromorphic systems

in Neuromorphic Engineering

Samalika Perera
Ying Xu
André van Schaik
Runchun Wang

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1493623

1,377 views

Original Research

Published on 03 Feb 2025

EEG analysis of speaking and quiet states during different emotional music stimuli

in Neuromorphic Engineering

Xianwei Lin
Xinyue Wu
Zefeng Wang
Zhengting Cai
Zihan Zhang
Guangdong Xie
Lianxin Hu
Laurent Peyrodie

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1461654

1,402 views
1 citation

Original Research

Published on 29 Jan 2025

Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification

in Neuromorphic Engineering

Qingyu Wang
Duzhen Zhang
Xinyuan Cai
Tielin Zhang
Bo Xu

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1516868

1,192 views
1 citation

Original Research

Published on 22 Jan 2025

A recurrent YOLOv8-based framework for event-based object detection

in Neuromorphic Engineering

Diego A. Silva
Kamilya Smagulova
Ahmed Elsheikh
Mohammed E. Fouda
Ahmed M. Eltawil

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1477979

2,650 views
1 citation

Original Research

Published on 07 Jan 2025

ClinClip: a Multimodal Language Pre-training model integrating EEG data for enhanced English medical listening assessment

in Neuromorphic Engineering

Guangyu Sun

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1493163

1,058 views

Original Research

Published on 17 Dec 2024

An all integer-based spiking neural network with dynamic threshold adaptation

in Neuromorphic Engineering

Chenglong Zou
Xiaoxin Cui
Shuo Feng
Guang Chen
Yi Zhong
Zhenhui Dai
Yuan Wang

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1449020

1,484 views
1 citation

Review

Published on 16 Dec 2024

Brain-like hardware, do we need it?

in Neuromorphic Engineering

Francesca Borghi
Thierry R. Nieus
Davide E. Galli
Paolo Milani

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1465789

2,095 views
1 citation

Opinion

Published on 04 Dec 2024

Toward brain-inspired foundation model for EEG signal processing: our opinion

in Neuromorphic Engineering

Suhan Cui
Dongwon Lee
Dong Wen

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1507654

3,417 views
1 citation

Original Research

Published on 18 Nov 2024

Memristor-based model of neuronal excitability and synaptic potentiation

in Neuromorphic Engineering

Ivan M. Kipelkin
Svetlana A. Gerasimova
Alexey I. Belov
Davud V. Guseinov
Alexander V. Kruglov
Dmitry A. Serov
Max O. Talanov
Alexey N. Mikhaylov
Victor B. Kazantsev

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1456386

1,971 views
2 citations

Original Research

Published on 14 Nov 2024

A neuromorphic event data interpretation approach with hardware reservoir

in Neuromorphic Engineering

Hanrui Li
Dayanand Kumar
Nazek El-Atab

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1467935

1,144 views

Original Research

Published on 13 Nov 2024

Synchronized stepwise control of firing and learning thresholds in a spiking randomly connected neural network toward hardware implementation

in Neuromorphic Engineering

Kumiko Nomura
Yoshifumi Nishi

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1402646

753 views
1 citation