Results 191 to 200 of about 46,112 (290)

STAID: A Self‐Refining Deep Learning Framework for Spatial Cell‐Type Deconvolution with Biologically Informed Modeling

Advanced Science, EarlyView.
STAID is a unified deep learning framework that couples iterative pseudo‐spot refinement with neural network training through a feedback loop and exploits gene co‐expression information to model higher‐order interactions, achieving accurate and robust cell‐type deconvolution in spatial transcriptomics.
Jixin Liu, Shuli Sun, Zhengliang Lv, Xinyu Liu, Yihua Wang, Bingqiang Liu   +5 more
wiley   +1 more source

Field‐Free Spin‐Splitting‐Torque Driven Stochastic Neuron Mimicking the Neuromorphic Imagination for High‐Performance Recognition

Advanced Science, EarlyView.
The human brain's imagination, which enables autonomous driving hazard avoidance by completing missing visual information, relies on Gaussian‐stochastic neuron. We report the altermagnetic RuO2 spintronic neurons integrating field‐free switching and intrinsic Gaussian stochasticity, building an all‐spin ANN for high‐quality image repairing and high ...
Junwei Zeng, Baoshan Cui, Xi Guo, Jiahao Liu, Xiaoyu Feng, Liang Fang, Li Xi, Xiaolong Fan, Xiaoxi Liu, Yang Guo   +9 more
wiley   +1 more source

Progress, challenges and future of linguistic neural decoding with deep learning. [PDF]

Commun Biol
Wang Y, Liu H, Wang Y, Xuan C, Hou Y, Feng S, Liu H, Liao Y, Wang Y.   +8 more
europepmc   +1 more source

Closed-loop enhancement and neural decoding of cognitive control in humans. [PDF]

Nat Biomed Eng, 2023
Basu I, Yousefi A, Crocker B, Zelmann R, Paulk AC, Peled N, Peled N, Ellard KK, Weisholtz DS, Cosgrove GR, Deckersbach T, Eden UT, Eskandar EN, Dougherty DD, Cash SS, Widge AS.   +15 more
europepmc   +1 more source

Automatic Spike Sorting for Neural Decoding

, 2004
While various automated spike sorting techniques have been developed, their impact on neural decoding has not been investigated. In this paper we extend previous Gaussian mixture models and Expectation Maximization (EM) techniques for automatic spike ...
M. Fellows, F. Wood, J. P. Donoghue, M. J. Black   +3 more
core  

Dielectric‐Confinement‐Induced in‐Plane Photoelectric Anisotropy in Isotropic Quasi‐1D γ‐GaS Nanoribbon

Advanced Science, EarlyView.
We investigate the geometry‐governed optoelectronic anisotropy arising from dielectric confinement in quasi‐1D γ‐GaS nanoribbons with intrinsically isotropic atomic structures. Dielectric mismatch between the nanoribbon and its surroundings leads to a general polarization‐dependent photoresponse during near‐field scattering.
Jiawei Jing, Jiamei Chen, Xing Xin, Peisong Peng, Zhihao Wu, Weiheng Zhong, Hanyu Zhang, Wanfu Shen, Jihua Zhang, Yuwei Shan, Yuanzheng Li, Xingang Zhao, Wei Xin, Fang Wang, Weida Hu, Haiyang Xu, Yichun Liu   +16 more
wiley   +1 more source

Invasive neurophysiology and whole brain connectomics for neural decoding in patients with brain implants. [PDF]

Nat Biomed Eng
Merk T, Köhler RM, Brotons TM, Vossberg SR, Peterson V, Lyra LF, Vanhoecke J, Chikermane M, Binns TS, Li N, Walton A, Neudorfer C, Bush A, Sisterson N, Busch J, Lofredi R, Habets J, Huebl J, Zhu G, Yin Z, Zhao B, Merkl A, Bajbouj M, Krause P, Faust K, Schneider GH, Horn A, Zhang J, Kühn AA, Mark Richardson R, Neumann WJ.   +30 more
europepmc   +1 more source

Neural Decoding of Movements: From Linear to Nonlinear Trajectory Models

, 2008
. To date, the neural decoding of time-evolving physical state – for example, the path of a foraging rat or arm movements – has been largely carried out using linear trajectory models, primarily due to their computational efficiency.
John P. Cunningham, Byron M. Yu, Krishna V. Shenoy, Maneesh Sahani   +3 more
core  

PlantGFM: A Genomic Foundation Model for Discovery and Creation of Plant Genes

Advanced Science, EarlyView.
A plant genomic foundation model pre‐trained on 12 species enables both accurate gene prediction and de novo gene design. Through AI‐human knowledge screening, seven designed sequences showed transcriptional activity in plants, with two expressing stable proteins—demonstrating the first DNA‐RNA‐protein expression of LLM‐generated genes in plants and ...
Changhao Li, Qizhe Zhang, Hanchen Chen, Kepeng Lin, Chengfang Luo, Mengying Yang, Wei Xu, Fan Yao, Jianbing Yan, Qing‐Yong Yang, Xuehai Hu   +10 more
wiley   +1 more source

Minimally invasive implantation of scalable high-density cortical microelectrode arrays for multimodal neural decoding and stimulation. [PDF]

Nat Biomed Eng
Hettick M, Ho E, Poole AJ, Monge M, Papageorgiou D, Takahashi K, LaMarca M, Trietsch D, Reed K, Murphy M, Rider S, Gelman KR, Byun YW, Miller JS, Hanson T, Tolosa V, Lee SH, Bhatia S, Konrad PE, Mager M, Mermel CH, Rapoport BI.   +21 more
europepmc   +1 more source