Adab HZ, Vogels R (2011) Practicing coarse orientation discrimination improves orientation signals in macaque cortical area V4. Curr Biol 21:1661–1666

Article  Google Scholar 

Adab HZ, Popivanov ID, Vanduffel W, Vogels R (2014) Perceptual learning of simple stimuli modifies stimulus representations in posterior inferior temporal cortex. J Cognitive Neurosci 26:2187–2200

Article  Google Scholar 

Braunlich K, Gomez-Lavin J, Seger CA (2015) Frontoparietal networks involved in categorization and item working memory. Neuroimage 107:146–162

Article  Google Scholar 

Carroll JD, Chang JJ (1970) Analysis of individual differences in multidimensional scaling via an N-Way generalization of eckart-young decomposition. Psychometrika 35:283

Article  Google Scholar 

Chen M, Yan Y, Gong X, Gilbert CD, Liang H, Li W (2014) Incremental integration of global contours through interplay between visual cortical areas. Neuron 82, 682–694

Churchland MM, Cunningham JP, Kaufman MT, Ryu SI, Shenoy KV (2010) Cortical Preparatory activity: representation of movement or first cog in a dynamical machine. Neuron 68:387–400

Article  CAS  Google Scholar 

Churchland MM, Cunningham JP, Kaufman MT, Foster JD, Nuyujukian P, Ryu SI, Shenoy KV (2012) Neural population dynamics during reaching. Nature 487:51

Article  CAS  Google Scholar 

Dosher BA, Jeter P, Liu JJ, Lu ZL (2013) An integrated reweighting theory of perceptual learning. P Natl Acad Sci USA 110:13678–13683

Article  CAS  Google Scholar 

Felleman DJ, Van Essen DC (1991) Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex 1:1–47

Article  CAS  Google Scholar 

Ferrera VP, Yanike M, Cassanello C (2009) Frontal eye field neurons signal changes in decision criteria. Nat Neurosci 12:1458–1462

Article  CAS  Google Scholar 

Freedman DJ, Assad JA (2006) Experience-dependent representation of visual categories in parietal cortex. Nature 443:85–88

Article  CAS  Google Scholar 

Freedman DJ, Riesenhuber M, Poggio T, Miller EK (2001) Categorical representation of visual stimuli in the primate prefrontal cortex. Science 291:312–316

Article  CAS  Google Scholar 

Golub MD, Sadtler PT, Oby ER, Quick KM, Ryu SI, Tyler-Kabara EC, Batista AP, Chase SM, Yu BM (2018) Learning by neural reassociation. Nat Neurosci 21:607

Article  CAS  Google Scholar 

Graf ABA, Kohn A, Jazayeri M, Movshon JA (2011) Decoding the activity of neuronal populations in macaque primary visual cortex. Nat Neurosci 14:239-U332

Article  CAS  Google Scholar 

Hua TM, Bao PL, Huang CB, Wang ZH, Xu JW, Zhou YF, Lu ZL (2010) Perceptual learning improves contrast sensitivity of V1 neurons in cats. Curr Biol 20:887–894

Article  CAS  Google Scholar 

Hubel DH, Wiese TN, (1962) Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. Journal of Physiology 160(1): 106–154

Jasper AI, Tanabe S, Kohn A (2019) Predicting perceptual decisions using visual cortical population responses and choice history. J Neurosci 39:6714–6727

Article  CAS  Google Scholar 

Jing R, Yang C, Huang X, Li W (2021) Perceptual learning as a result of concerted changes in prefrontal and visual cortex. Curr Biol 31:4521

Article  CAS  Google Scholar 

Kim J, Park H (2011) Fast nonnegative matrix factorization: an active-set-like method and comparisons. Siam J Sci Comput 33:3261–3281

Article  Google Scholar 

Law CT, Gold JI (2008) Neural correlates of perceptual learning in a sensory-motor, but not a sensory, cortical area. Nat Neurosci 11:505–513

Law CT, Gold, JI (2009) Reinforcement learning can account for associative and perceptual learning on a visualdecision task. Nat Neurosci 12, 655–663

Li W (2016) Perceptual learning: use-dependent cortical plasticity. Annu Rev vis Sci 2:109–130

Article  Google Scholar 

Li W, Gilbert CD (2002) Global contour saliency and local colinear interactions. J Neurophysiol 88:2846–2856

Article  Google Scholar 

Li S, Mayhew SD, Kourtzi Z (2009) Learning shapes the representation of behavioral choice in the human brain. Neuron 62:441–452

Article  CAS  Google Scholar 

Li Y, Hu X, Yu Y, Zhao K, Saalmann Y, Wang L (2018) Feedback from human posterior parietal cortex enables visuospatial category representations as early as primary visual cortex. Brain Behavior 8:e00886

Article  Google Scholar 

Markov NT, Ercsey-Ravasz M, Van Essen DC, Knoblauch K, Toroczkai Z,Kennedy H (2013) Cortical high-density counterstream architectures. Science 342, 1238406

Markov NT, Ercsey-Ravasz MM, Gomes ARR, Lamy C, Magrou L, Vezoli J, Misery P, Falchier A, Quilodran R, Gariel MA, Sallet J, Gamanut R, Huissoud C, Clavagnier S, Giroud P, Sappey-Marinier D, Barone P, Dehay C, Toroczkai Z, Knoblauch K, Van Essen DC, Kennedy H (2014a) A weighted and directed interareal connectivity matrix for macaque cerebral cortex. Cereb Cortex 24:17–36

Article  CAS  Google Scholar 

Markov NT, Vezoli J, Chameau P, Falchier A, Quilodran R, Huissoud C, Lamy C, Misery P, Giroud P, Ullman S, Barone P, Dehay C, Knoblauch K, Kennedy H (2014b) Anatomy of hierarchy: feedforward and feedback pathways in macaque visual cortex. J Comp Neurol 522:225–259

Article  Google Scholar 

Nienborg H, Cohen MR, Cumming BG (2012) Decision-related activity in sensory neurons: correlations among neurons and with behavior. Annu Rev Neurosci 35:463–483

Article  CAS  Google Scholar 

Raiguel S, Vogels R, Mysore SG, Orban G (2006) Learning to see the difference specifically alters the most informative V4 neurons. J Neurosci 26:6589–6602

Article  CAS  Google Scholar 

Sarma A, Masse NY, Wang XJ, Freedman DJ (2016) Task-specific versus generalized mnemonic representations in parietal and prefrontal cortices. Nat Neurosci 19:143–149

Article  CAS  Google Scholar 

Schoups A, Vogels R, Qian N, Orban G (2001) Practising orientation identification improves orientation coding in V1 neurons. Nature 412:549–553

Article  CAS  Google Scholar 

Shadlen MN, Newsome WT (2001) Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey. J Neurophysiol 86:1916–1936

Article  CAS  Google Scholar 

Swaminathan SK, Freedman DJ (2012) Preferential encoding of visual categories in parietal cortex compared with prefrontal cortex. Nat Neurosci 15:315–320

Article  CAS  Google Scholar 

Watanabe T, Sasaki Y (2015) perceptual learning: toward a comprehensive theory. Annu Rev Psychol 66:197–221

Article  Google Scholar 

Wei ZQ, Inagaki H, Li N, Svoboda K, Druckmann S (2019) An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability. Nat Commun 10(1):216

Article  Google Scholar 

Williams AH, Kim TH, Wang F, Vyas S, Ryu SI, Shenoy KV, Schnitzer M, Kolda TG, Ganguli S (2018) Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor component analysis. Neuron 98:1099

Article  CAS  Google Scholar 

Yan Y, Rasch MJ, Chen MG, Xiang XP, Huang M, Wu S, Li W (2014) Perceptual training continuously refines neuronal population codes in primary visual cortex. Nat Neurosci 17:1380–1387

Article  CAS  Google Scholar 

Yang TM, Maunsell JHR (2004) The effect of perceptual learning on neuronal responses in monkey visual area V4. J Neurosci 24:1617–1626

Article  Google Scholar