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PECAN Predicts Patterns of Cancer Cell Cytostatic Activity of Natural Products Using Deep Learning. J Nat Prod. 2024 03 22; 87(3):567-575.
Gahl M, Kim HW, Glukhov E, Gerwick WH, Cottrell GW. PMID: 38349959; PMCID: PMC10960629.
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HumansAnimals
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DeepSAT: Learning Molecular Structures from Nuclear Magnetic Resonance Data. J Cheminform. 2023 Aug 07; 15(1):71.
Kim HW, Zhang C, Reher R, Wang M, Alexander KL, Nothias LF, Han YK, Shin H, Lee KY, Lee KH, Kim MJ, Dorrestein PC, Gerwick WH, Cottrell GW. PMID: 37550756; PMCID: PMC10406729.
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3
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Adversarial Joint-Learning Recurrent Neural Network for Incomplete Time Series Classification. IEEE Trans Pattern Anal Mach Intell. 2022 04; 44(4):1765-1776.
Ma Q, Li S, Cottrell GW. PMID: 32997624.
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2 Fields:
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SMART-Miner: A convolutional neural network-based metabolite identification from 1 H-13 C HSQC spectra. Magn Reson Chem. 2022 11; 60(11):1070-1075.
Kim HW, Zhang C, Cottrell GW, Gerwick WH. PMID: 34928526.
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8 Fields:
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NPClassifier: A Deep Neural Network-Based Structural Classification Tool for Natural Products. J Nat Prod. 2021 11 26; 84(11):2795-2807.
Kim HW, Wang M, Leber CA, Nothias LF, Reher R, Kang KB, van der Hooft JJJ, Dorrestein PC, Gerwick WH, Cottrell GW. PMID: 34662515; PMCID: PMC8631337.
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87 Fields:
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Cells
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End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables. IEEE Trans Cybern. 2020 Dec; 50(12):4908-4920.
Ma Q, Li S, Shen L, Wang J, Wei J, Yu Z, Cottrell GW. PMID: 30990205.
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2 Fields:
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The ventral striatum dissociates information expectation, reward anticipation, and reward receipt. Proc Natl Acad Sci U S A. 2020 06 30; 117(26):15200-15208.
Filimon F, Nelson JD, Sejnowski TJ, Sereno MI, Cottrell GW. PMID: 32527855; PMCID: PMC7334472.
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11 Fields:
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Humans
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Author Correction: Small Molecule Accurate Recognition Technology (SMART) to Enhance Natural Products Research. Sci Rep. 2020 Mar 10; 10(1):4724.
Zhang C, Idelbayev Y, Roberts N, Tao Y, Nannapaneni Y, Duggan BM, Min J, Lin EC, Gerwick EC, Cottrell GW, Gerwick WH. PMID: 32152329; PMCID: PMC7062778.
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A Convolutional Neural Network-Based Approach for the Rapid Annotation of Molecularly Diverse Natural Products. J Am Chem Soc. 2020 03 04; 142(9):4114-4120.
Reher R, Kim HW, Zhang C, Mao HH, Wang M, Nothias LF, Caraballo-Rodriguez AM, Glukhov E, Teke B, Leao T, Alexander KL, Duggan BM, Van Everbroeck EL, Dorrestein PC, Cottrell GW, Gerwick WH. PMID: 32045230; PMCID: PMC7210566.
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52 Fields:
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HumansCells
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Pagoamide A, a Cyclic Depsipeptide Isolated from a Cultured Marine Chlorophyte, Derbesia sp., Using MS/MS-Based Molecular Networking. J Nat Prod. 2020 03 27; 83(3):617-625.
Li Y, Yu HB, Zhang Y, Leao T, Glukhov E, Pierce ML, Zhang C, Kim H, Mao HH, Fang F, Cottrell GW, Murray TF, Gerwick L, Guan H, Gerwick WH. PMID: 31916778; PMCID: PMC7210564.
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PubMed Mentions:
10 Fields:
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AnimalsCells
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Time series classification with Echo Memory Networks. Neural Netw. 2019 Sep; 117:225-239.
Ma Q, Zhuang W, Shen L, Cottrell GW. PMID: 31176962.
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PubMed Mentions:
3 Fields:
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Humans
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Small Molecule Accurate Recognition Technology (SMART) to Enhance Natural Products Research. Sci Rep. 2017 10 27; 7(1):14243.
Zhang C, Idelbayev Y, Roberts N, Tao Y, Nannapaneni Y, Duggan BM, Min J, Lin EC, Gerwick EC, Cottrell GW, Gerwick WH. PMID: 29079836; PMCID: PMC5660213.
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38 Fields:
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Cells
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Central and peripheral vision for scene recognition: A neurocomputational modeling exploration. J Vis. 2017 04 01; 17(4):9.
Wang P, Cottrell GW. PMID: 28437797.
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PubMed Mentions:
7 Fields:
Translation:
Humans
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Are Face and Object Recognition Independent? A Neurocomputational Modeling Exploration. J Cogn Neurosci. 2016 Apr; 28(4):558-74.
Wang P, Gauthier I, Cottrell G. PMID: 26741802.
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PubMed Mentions:
6 Fields:
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Humans
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Humans have idiosyncratic and task-specific scanpaths for judging faces. Vision Res. 2015 Mar; 108:67-76.
Kanan C, Bseiso DN, Ray NA, Hsiao JH, Cottrell GW. PMID: 25641371.
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PubMed Mentions:
30 Fields:
Translation:
Humans
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Observed, Executed, and Imagined Action Representations can be Decoded From Ventral and Dorsal Areas. Cereb Cortex. 2015 Sep; 25(9):3144-58.
Filimon F, Rieth CA, Sereno MI, Cottrell GW. PMID: 24862848.
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PubMed Mentions:
33 Fields:
Translation:
Humans
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What evidence supports special processing for faces? A cautionary tale for fMRI interpretation. J Cogn Neurosci. 2013 Nov; 25(11):1777-93.
Cowell RA, Cottrell GW. PMID: 23859648.
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PubMed Mentions:
4 Fields:
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Humans
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Hemispheric asymmetry in perception: a differential encoding account. J Cogn Neurosci. 2013 Jul; 25(7):998-1007.
Hsiao JH, Cipollini B, Cottrell GW. PMID: 23448523.
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PubMed Mentions:
3 Fields:
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Humans
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Color-to-grayscale: does the method matter in image recognition? PLoS One. 2012; 7(1):e29740.
Kanan C, Cottrell GW. PMID: 22253768; PMCID: PMC3254613.
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PubMed Mentions:
31 Fields:
Translation:
HumansAnimals
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Evidence and a computational explanation of cultural differences in facial expression recognition. Emotion. 2010 Dec; 10(6):874-93.
Dailey MN, Joyce C, Lyons MJ, Kamachi M, Ishi H, Gyoba J, Cottrell GW. PMID: 21171759; PMCID: PMC7360061.
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PubMed Mentions:
21 Fields:
Translation:
Humans
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Experience matters: information acquisition optimizes probability gain. Psychol Sci. 2010 Jul; 21(7):960-9.
Nelson JD, McKenzie CR, Cottrell GW, Sejnowski TJ. PMID: 20525915; PMCID: PMC2926803.
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PubMed Mentions:
15 Fields:
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Humans
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SUN: Top-down saliency using natural statistics. Vis cogn. 2009 Aug 01; 17(6-7):979-1003.
Kanan C, Tong MH, Zhang L, Cottrell GW. PMID: 21052485; PMCID: PMC2967792.
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PubMed Mentions:
33 Fields:
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Not all visual expertise is holistic, but it may be leftist: the case of Chinese character recognition. Psychol Sci. 2009 Apr; 20(4):455-63.
Hsiao JH, Cottrell GW. PMID: 19399974.
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30 Fields:
Translation:
Humans
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SUN: A Bayesian framework for saliency using natural statistics. J Vis. 2008 Dec 16; 8(7):32.1-20.
Zhang L, Tong MH, Marks TK, Shan H, Cottrell GW. PMID: 19146264; PMCID: PMC7360059.
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PubMed Mentions:
70 Fields:
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Humans
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Convergence of the visual field split: hemispheric modeling of face and object recognition. J Cogn Neurosci. 2008 Dec; 20(12):2298-307.
Hsiao JH, Shieh DX, Cottrell GW. PMID: 18457514; PMCID: PMC7360338.
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PubMed Mentions:
4 Fields:
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Humans
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NIMBLE: a kernel density model of saccade-based visual memory. J Vis. 2008 Nov 12; 8(14):17.1-14.
Barrington L, Marks TK, Hsiao JH, Cottrell GW. PMID: 19146318; PMCID: PMC7360058.
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PubMed Mentions:
3 Fields:
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Humans
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Two fixations suffice in face recognition. Psychol Sci. 2008 Oct; 19(10):998-1006.
Hsiao JH, Cottrell G. PMID: 19000210; PMCID: PMC7360057.
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PubMed Mentions:
111 Fields:
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Humans
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The roles of visual expertise and visual input in the face inversion effect: behavioral and neurocomputational evidence. Vision Res. 2008 Feb; 48(5):703-15.
McCleery JP, Zhang L, Ge L, Wang Z, Christiansen EM, Lee K, Cottrell GW. PMID: 18226826; PMCID: PMC2267768.
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PubMed Mentions:
5 Fields:
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Humans
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Why is the fusiform face area recruited for novel categories of expertise? A neurocomputational investigation. Brain Res. 2008 Apr 02; 1202:14-24.
Tong MH, Joyce CA, Cottrell GW. PMID: 17959155; PMCID: PMC2443406.
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PubMed Mentions:
5 Fields:
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Humans
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Learning grammatical structure with Echo State Networks. Neural Netw. 2007 Apr; 20(3):424-32.
Tong MH, Bickett AD, Christiansen EM, Cottrell GW. PMID: 17556116.
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PubMed Mentions:
14 Fields:
Translation:
Humans
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A probabilistic model of eye movements in concept formation. Neurocomputing (Amst). 2007 Aug 01; 70(13-15):2256-2272.
Nelson JD, Cottrell GW. PMID: 22787288; PMCID: PMC3392133.
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PubMed Mentions:
9
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Computer science. New life for neural networks. Science. 2006 Jul 28; 313(5786):454-5.
Cottrell GW. PMID: 16873635.
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2 Fields:
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Early selection of diagnostic facial information in the human visual cortex. Vision Res. 2006 Mar; 46(6-7):800-13.
Joyce CA, Schyns PG, Gosselin F, Cottrell GW, Rossion B. PMID: 16266735.
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PubMed Mentions:
5 Fields:
Translation:
Humans
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Transmitting and decoding facial expressions. Psychol Sci. 2005 Mar; 16(3):184-9.
Smith ML, Cottrell GW, Gosselin F, Schyns PG. PMID: 15733197.
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PubMed Mentions:
195 Fields:
Translation:
Humans
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Imaging reveals synaptic targets of a swim-terminating neuron in the leech CNS. J Neurosci. 2003 Dec 10; 23(36):11402-10.
Taylor AL, Cottrell GW, Kleinfeld D, Kristan WB. PMID: 14673004; PMCID: PMC6740517.
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PubMed Mentions:
22 Fields:
Translation:
AnimalsCells
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Early lateralization and orientation tuning for face, word, and object processing in the visual cortex. Neuroimage. 2003 Nov; 20(3):1609-24.
Rossion B, Joyce CA, Cottrell GW, Tarr MJ. PMID: 14642472.
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PubMed Mentions:
230 Fields:
Translation:
HumansCTClinical Trials
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EMPATH: a neural network that categorizes facial expressions. J Cogn Neurosci. 2002 Nov 15; 14(8):1158-73.
Dailey MN, Cottrell GW, Padgett C, Adolphs R. PMID: 12495523.
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PubMed Mentions:
31 Fields:
Translation:
Humans
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Analysis of oscillations in a reciprocally inhibitory network with synaptic depression. Neural Comput. 2002 Mar; 14(3):561-81.
Taylor AL, Cottrell GW, Kristan WB. PMID: 11860683.
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PubMed Mentions:
12 Fields:
Translation:
AnimalsCells
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Organization of face and object recognition in modular neural network models. Neural Netw. 1999 Oct; 12(7-8):1053-1074.
Dailey MN, Cottrell GW. PMID: 12662645.
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PubMed Mentions:
21 Fields:
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Prosopagnosia in modular neural network models. Prog Brain Res. 1999; 121:165-84.
Dailey MN, Cottrell GW. PMID: 10551026.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Kainic acid-induced generalized seizures alter the regional hippocampal expression of the rat m1 and m3 muscarinic acetylcholine receptor genes. Epilepsy Res. 1997 Dec; 29(1):71-9.
Mingo NS, Cottrell G, Zhang L, Wallace MC, Burnham WM, Eubanks JH. PMID: 9416461.
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PubMed Mentions:
2 Fields:
Translation:
AnimalsCells
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Time-delay neural networks: representation and induction of finite-state machines. IEEE Trans Neural Netw. 1997; 8(5):1065-70.
Clouse DS, Giles CL, Horne BG, Cottrell GW. PMID: 18255709.
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2 Fields:
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Learning in recurrent finite difference networks. Int J Neural Syst. 1995 Sep; 6(3):249-56.
Tsung FS, Cottrell GW. PMID: 8589862.
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Cognitive Binding: A Computational-Modeling Analysis of a Distinction between Implicit and Explicit Memory. J Cogn Neurosci. 1992; 4(3):289-98.
Metcalfe J, Cottrell GW, Mencl WE. PMID: 23964885.
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PubMed Mentions:
4 Fields:
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Function of identified interneurons in the leech elucidated using neural networks trained by back-propagation. Nature. 1989 Aug 10; 340(6233):468-71.
Lockery SR, Wittenberg G, Kristan WB, Cottrell GW. PMID: 2755509.
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PubMed Mentions:
7 Fields:
Translation:
AnimalsCells