[PDF][PDF] 类脑智能研究的回顾与展望
曾毅, 刘成林, 谭铁牛 - 计算机学报, 2016 - cjc.ict.ac.cn
摘要人工智能学科诞生以来, 实现人类水平的智能系统便是本学科探索的长期目标.
然而经历了近60 年的发展, 目前还没有任何一个通用智能系统能够接近人类水平 …
然而经历了近60 年的发展, 目前还没有任何一个通用智能系统能够接近人类水平 …
Brain-inspired Artificial Intelligence: A Comprehensive Review
J Ren, F Xia - arXiv preprint arXiv:2408.14811, 2024 - arxiv.org
Current artificial intelligence (AI) models often focus on enhancing performance through
meticulous parameter tuning and optimization techniques. However, the fundamental design …
meticulous parameter tuning and optimization techniques. However, the fundamental design …
[HTML][HTML] 脑科学与类脑研究概述
蒲慕明, 徐波, 谭铁牛 - 中国科学院院刊, 2016 - old2022.bulletin.cas.cn
脑科学和类脑智能技术是两个重要的前沿科技领域; 二者相互借鉴, 相互融合的发展是近年来
国际科学界涌现的新趋势. 脑科学研究对大脑认知神经原理的认识, 提升了人类对自身的理解和 …
国际科学界涌现的新趋势. 脑科学研究对大脑认知神经原理的认识, 提升了人类对自身的理解和 …
A reinforcement learning algorithm for rescheduling preempted tasks in fog nodes
The fog server in a fog computing paradigm extends cloud services to latency-sensitive
tasks by employing fog nodes (FNs) near user devices. The resource-constrained FNs face …
tasks by employing fog nodes (FNs) near user devices. The resource-constrained FNs face …
Functional brain network dynamics based on the Hindmarsh–Rose model
G Lv, N Zhang, K Ma, J Weng, P Zhu, F Chen, G He - Nonlinear Dynamics, 2021 - Springer
In order to reveal the dynamics of brain network, we proposed a new research method
based on the Hindmarsh–Rose model. In the method, a neural network model was …
based on the Hindmarsh–Rose model. In the method, a neural network model was …
Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants
The success of brain–machine interfaces (BMI) is enabled by the remarkable ability of the
brain to incorporate the artificial neuroprosthetic 'tool'into its own cognitive space and use it …
brain to incorporate the artificial neuroprosthetic 'tool'into its own cognitive space and use it …
Brain-inspired fast saliency-based filtering algorithm for ship detection in high-resolution SAR images
P Zhang, H Luo, M Ju, M He… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we aim to improve the performance of synthetic aperture radar (SAR) ship
detection under complex conditions. The complex backgrounds are commonly encountered …
detection under complex conditions. The complex backgrounds are commonly encountered …
Policy gradient coagent networks
PS Thomas - Advances in Neural Information Processing …, 2011 - proceedings.neurips.cc
We present a novel class of actor-critic algorithms for actors consisting of sets of interacting
modules. We present, analyze theoretically, and empirically evaluate an update rule for …
modules. We present, analyze theoretically, and empirically evaluate an update rule for …
Retinal spike train decoder using vector quantization for visual scene reconstruction
K Ma, ANJ Raj, V Rajangam, T Tjahjadi, M Liu… - Complex & Intelligent …, 2024 - Springer
The retinal impulse signal is the basic carrier of visual information. It records the distribution
of light on the retina. However, its direct conversion to a scene image is difficult due to the …
of light on the retina. However, its direct conversion to a scene image is difficult due to the …
Alternative time representation in dopamine models
Dopaminergic neuron activity has been modeled during learning and appetitive behavior,
most commonly using the temporal-difference (TD) algorithm. However, a proper …
most commonly using the temporal-difference (TD) algorithm. However, a proper …