Precise length control for large language models by Bradley Butcher, Michael O’Keefe, James Titchener

“…Our approach incorporates a secondary length-difference positional encoding (LDPE) into the input embeddings, which counts down to a user-set response termination length. …”
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The Flexibility of Working Memory in Drawing on Episodic Long-Term Memory Representations in Serial Recall by Ana Rodriguez, Philipp Musfeld, Lea M. Bartsch

“…Specifically, we tested whether WM can make use of pre-learnt item-item associations in a serial recall task, which typically requires the formation of item-positional bindings. We examined whether any benefits arise from accessing full episodic representations or from item activation, and assess whether the observed benefits are best explained by compression accounts during encoding (e.g., chunking, offloading) or by redintegration at test. …”
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Graphormer Boosted: Molecular Property Prediction With Enhanced Graph Spatial and Edge Encodings by Sarah A. Fadlallah, Francesc Serratosa, Carme Julia

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Point Cloud Completion of Occluded Corn with a 3D Positional Gated Multilayer Perceptron and Prior Shape Encoder by Yuliang Gao, Zhen Li, Tao Liu, Bin Li, Lifeng Zhang

“…In this work, the 3D corn models derived from segmentation are employed to systematically output the fragmented point cloud data in batches. …”
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InfraredStereo3D: Breaking Night Vision Limits with Perspective Projection Positional Encoding and Groundbreaking Infrared Dataset by Yuandong Niu, Limin Liu, Fuyu Huang, Juntao Ma, Chaowen Zheng, Yunfeng Jiang, Ting An, Zhongchen Zhao, Shuangyou Chen

“…In this paper, a stereo matching network combined with transformer and cost volume is constructed. The existing work in the positional encoding of the transformer usually uses a parallel projection model to simplify the calculation. …”
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The effect of positive and negative mood induction on working, autobiographical, and semantic memory in people with maladaptive perfectionism by Fatemeh Ghaedi, Azam Davoodi, Ghasem Naziri, Siamak Samani

“…Results: The results of data analysis showed that positive mood induction can improve working memory scores in people with maladaptive perfectionism. …”
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A VHDL Code for Offset Pulse Position Modulation Working with Reed Solomon System by Using ModelSim by Ahmed H. Albatoosh, Mohamed Ibrahim Shuja'a, Basman M. Al-Nedawe

“…The results of a simulation of a linear block reed Solomon, for example, with offset pulse position modulation have been presented in this study. …”
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Gene sco1417 encodes a positive regulator of the de novo biosynthesis of pyridoxal 5ʹ-phosphate (vitamin B6) in Streptomyces coelicolor M145 by Olga Tsypik, Roman Makitrynskyy, Elisabeth Gauger, Agnieszka Mitulski, Andreas Bechthold, Klas Flärdh, Wolfgang Wohlleben, Bohdan Ostash

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Gate construction of block-encoding for Hamiltonians needed for simulating partial differential equations by Nikita Guseynov, Xiajie Huang, Nana Liu

“…In particular, these Hamiltonians consist of discretizations of polynomial products and sums of position and momentum operators. This paper addresses an important gap by efficiently loading these Hamiltonians into the quantum computer through block-encoding. …”
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Exploration of organ morphogenesis Ⅰ: Bioelectricity and morphogenesis by Zhao Haiping, Liu Zhen, Chen Guangxin, Li Chunyi

“…Bioelectricity is the essence of organ morphogenetic information, which is a landmark advance in this field that the bioelectricity encodes organ morphogenesis.It is an inspiration that electric is used as a signal code in communication for understanding work mechanism of bioelectric code. …”
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Learning Condition-Invariant Scene Representations for Place Recognition across the Seasons Using Auto-Encoder and ICA by Tariqul Islam, Sheikh Rabiul Islam, Mahbubur Rahman

“…The encoder takes our work’s next steps by discovering possible routes. …”
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Multi-scale encoding of amino acid sequences for predicting protein interactions using gradient boosting decision tree. by Chang Zhou, Hua Yu, Yijie Ding, Fei Guo, Xiu-Jun Gong

“…Five kinds of protein descriptors, frequency, composition, transformation, distribution and auto covariance, are extracted from these encodings for representing each protein sequence. The new formed feature representation consisted of 347 dimensions is able to capture not only the compositional and positional information but also their statistical significance of amino acids in the sequence. …”
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Face Anti-spoofing Detection Based on Novel Encoder Convolutional Neural Network and Texture’s Grayscale Structural Information by Marwa Radad, Amira E. Enab, Salah S. Elagooz, Nawal A. El-Fishawy, Mohamed A. El-Rashidy

“…The texture descriptors of LBP and LTP are utilized to extract the texture's grayscale structural information to overcome different environmental situations. This work combined the human face's intensity RGB color and grey texture categorization parameters to increase the detection accuracy of face spoofing and produce positive experimental outcomes. …”
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The default mode network and the working memory network are not anti-correlated during all phases of a working memory task. by Tommaso Piccoli, Giancarlo Valente, David E J Linden, Marta Re, Fabrizio Esposito, Alexander T Sack, Francesco Di Salle

“…Conversely, during the encoding and retrieval phases, when the external stimulation is present, the default mode network is positively coupled with the working memory network, suggesting the existence of a dynamically switching of functional connectivity between "task-positive" and "task-negative" brain networks.…”
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The Influence of Music on Prefrontal Cortex during Episodic Encoding and Retrieval of Verbal Information: A Multichannel fNIRS Study by Laura Ferreri, Emmanuel Bigand, Patrick Bard, Aurélia Bugaiska

“…Based on fNIRS studies on music, episodic encoding, and the dorsolateral prefrontal cortex (PFC), this work aims to extend previous findings by monitoring the entire lateral PFC during both encoding and retrieval of verbal material. …”
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CAMP-negative Streptococcus agalactiae strains exhibited complete or partial chromosomal deletions of the CAMP-factor encoding gene cfb by Xixi Lai, Meihong Chen, Jianwei Wang, Junjun Wang, Hui Lv, Haihua Xie, Wenjuan He, Dongjie Chen, Yi Huang, Pengwei Cai, Lilan Zheng

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Connecting scalar amplitudes using the positive tropical Grassmannian by Freddy Cachazo, Bruno Giménez Umbert

“…The first result in this work is an extension to all partial amplitudes m n (α, β) using a limiting procedure on kinematic invariants that produces indicator functions in the integrand. …”
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Evolutionary and functional divergence of Sfx, a plasmid-encoded H-NS homolog, underlies the regulation of IncX plasmid conjugation by Avril Wang, Martha Cordova, William Wiley Navarre

“…Notably, we find evidence of positive selection acting on the ancestral Sfx lineage. …”
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Image Transmission Utilizing Amplitude Modulation in Rydberg Atomic Antenna by Peng Zhang, Shaoxin Yuan, Mingyong Jing, Jinpeng Yuan, Hao Zhang, Linjie Zhang

“…In this work, leveraging the Rydberg atomic antenna, we achieve simultaneous multi-frequency reception in the C-band (7.91 GHz, 5.106 GHz) and S-band (3.78 GHz) through amplitude-shift keying modulation. …”
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High-gamma and beta bursts in the left supramarginal gyrus can differentiate verbal memory states and performance by Shennan Aibel Weiss, Nicolás Sawczuk, Daniel Y. Rubinstein, Michael R. Sperling, Katrina Wendel-Mitoraj, Päivi Österman, René Dumay-Roscher, Charles B. Mikell, Sima Mofakham, Kelly Coulehan, Petar M. Djuric, Diego Fernandez Slezak, Juan Esteban Kamienkowski

“…We also found that a CNN utilizing 2D tensors of HG and beta bursts could distinguish encoding from scrambled recall epochs.DiscussionThis work indicates LSMG is a memory hotspot and that HG and beta bursts may serve as temporal memory information packets or signify attention related to memory.…”
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