Beyond what was said: Neural computations underlying pragmatic reasoning in referential communication by Shanshan Zhen, Mario Martinez-Saito, Rongjun Yu

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Distinct neural computations scale the violation of expected reward and emotion in social transgressions by Ting Xu, Lei Zhang, Feng Zhou, Kun Fu, Xianyang Gan, Zhiyi Chen, Ran Zhang, Chunmei Lan, Lan Wang, Keith M. Kendrick, Dezhong Yao, Benjamin Becker

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Rapid learning with phase-change memory-based in-memory computing through learning-to-learn by Thomas Ortner, Horst Petschenig, Athanasios Vasilopoulos, Roland Renner, Špela Brglez, Thomas Limbacher, Enrique Piñero, Alejandro Linares-Barranco, Angeliki Pantazi, Robert Legenstein

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Artificial Visual System for Stereo-Orientation Recognition Based on Hubel-Wiesel Model by Bin Li, Yuki Todo, Zheng Tang

“…Our explanation for the generation of stereo-orientation selectivity offers a reliable, explainable, and robust approach for extracting spatial features and provides a straightforward modeling method for neural computation research.…”
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A Bio-Inspired Visual Neural Model for Robustly and Steadily Detecting Motion Directions of Translating Objects Against Variable Contrast in the Figure-Ground and Noise Interferenc... by Sheng Zhang, Ke Li, Zhonghua Luo, Mengxi Xu, Shengnan Zheng

“…Firstly, the effectiveness of the contrast neural computation and the spatial denoising mechanism is verified by the ablation study. …”
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BCI-Based Rehabilitation on the Stroke in Sequela Stage by Yangyang Miao, Shugeng Chen, Xinru Zhang, Jing Jin, Ren Xu, Ian Daly, Jie Jia, Xingyu Wang, Andrzej Cichocki, Tzyy-Ping Jung

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Backward adaptive biorthogonalization by L. Rebollo-Neira

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Sensorimotor environment but not task rule reconfigures population dynamics in rhesus monkey posterior parietal cortex by Hao Guo, Shenbing Kuang, Alexander Gail

“…A recurrent neural network model demonstrates how output constraints mimicking SE and TR tasks are sufficient to generate the two fundamentally different neural computational dynamics. We conclude that sensorimotor remapping to implement an abstract task rule happens within the existing repertoire of neural dynamics, while compensation of perturbed sensory feedback requires exploration of independent neural dynamics in parietal cortex.…”
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Multidimensional free shape-morphing flexible neuromorphic devices with regulation at arbitrary points by Jiaqi Liu, Chengpeng Jiang, Qianbo Yu, Yao Ni, Cunjiang Yu, Wentao Xu

“…Each individual device component emulates essential synaptic functions for neural computing, while the collective ensemble replicates muscle actuation in response to efferent neuromuscular commands. …”
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Rancang Bangun Purwarupa Pemilah Sampah Pintar Berbasis Deep Learning by Kahlil Muchtar, Nyak Twoman Anshari, Chairuman Chairuman, Khalid Alhabibie, Khairul Munadi

“…Selain itu, peneliti memanfaatkan Raspberry Pi sebagai mikrokontroler, modul kamera Raspberry Pi yang digunakan untuk mengambil gambar, serta Intel Movidius Neural Compute Stick (NCS) yang berfungsi untuk mempercepat proses komputasi sehingga proses pendeteksian lebih mudah. …”
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Leveraging multiplexed metasurfaces for multi-task learning with all-optical diffractive processors by Behroozinia Sahar, Gu Qing

“…Our study could pave the way for the development of ultrathin, high-speed, and high-throughput optical neural computing systems.…”
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Characterization of Neural Interaction During Learning and Adaptation from Spike-Train Data by Liqiang Zhu, Ying-Cheng Lai, Frank C. Hoppensteadt, Jiping He

“…We recently reported in a briefcommunication [Zhu et al., Neural Computations 15 ,2359 (2003)] a general procedure to detect and quantify the causalinteractions among neurons, which is based on the method ofdirected transfer function derived from a class of multivariate,linear stochastic models. …”
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A Dual-Stage Processing Architecture for Unmanned Aerial Vehicle Object Detection and Tracking Using Lightweight Onboard and Ground Server Computations by Odysseas Ntousis, Evangelos Makris, Panayiotis Tsanakas, Christos Pavlatos

“…The UAV is equipped with a Raspberry Pi for onboard data processing, utilizing an Intel Neural Compute Stick 2 (NCS2) for accelerated object detection. …”
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