Li, W., Piëch, V. & Gilbert, C. D. Perceptual learning and top-down influences in primary visual cortex. Nat. Neurosci. 7, 651–657 (2004).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Li, W., Piech, V. & Gilbert, C. D. Learning to link visual contours. Neuron 57, 442–451 (2008).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Kaminski, J. et al. Persistently active neurons in human medial frontal and medial temporal lobe support working memory. Nat. Neurosci. 20, 590–601 (2017).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Boran, E. et al. Persistent hippocampal neural firing and hippocampal–cortical coupling predict verbal working memory load. Sci. Adv. 5, eaav3687 (2019). This paper shows elevated neuronal firing in the human hippocampus during working memory (WM); this activity tracks increasing WM load while coupling to simultaneous scalp electroencephalography signals, suggesting integration of hippocampal functioning with distributed WM systems.

Article  PubMed  PubMed Central  Google Scholar 

Ranganath, C. & D’Esposito, M. Medial temporal lobe activity associated with active maintenance of novel information. Neuron 31, 865–873 (2001).

Article  CAS  PubMed  Google Scholar 

Goodrich, R. I., Baer, T. L., Quent, J. A. & Yonelinas, A. P. Visual working memory impairments for single items following medial temporal lobe damage. Neuropsychologia 134, 107227 (2019). Contrary to classical neuropsychology findings, this paper details how hippocampal/medial temporal lobe damage in human patients leads to working memory deficits on tasks using even a single visual item, with sensory-based judgements particularly affected.

Article  PubMed  PubMed Central  Google Scholar 

Jeneson, A. & Squire, L. R. Working memory, long-term memory, and medial temporal lobe function. Learn. Mem. 19, 15–25 (2012).

Article  PubMed  PubMed Central  Google Scholar 

Yonelinas, A., Hawkins, C., Abovian, A. & Aly, M. The role of recollection, familiarity, and the hippocampus in episodic and working memory. Neuropsychologia 193, 108777 (2023).

Article  PubMed  PubMed Central  Google Scholar 

Noudoost, B., Clark, K. L. & Moore, T. Working memory gates visual input to primate prefrontal neurons. eLife 10, e64814 (2021).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Bahmani, Z. et al. Prefrontal contributions to attention and working memory. Curr. Top. Behav. Neurosci. 41, 129–153 (2019).

Article  PubMed  Google Scholar 

Bahmani, Z., Daliri, M. R., Merrikhi, Y., Clark, K. & Noudoost, B. Working memory enhances cortical representations via spatially specific coordination of spike times. Neuron 97, 967–979.e6 (2018).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Rezayat, E. et al. Frontotemporal coordination predicts working memory performance and its local neural signatures. Nat. Commun. 12, 1103 (2021).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Sreenivasan, K. K. & D’Esposito, M. The what, where and how of delay activity. Nat. Rev. Neurosci. 20, 466–481 (2019).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Christophel, T. B., Klink, P. C., Spitzer, B., Roelfsema, P. R. & Haynes, J. D. The distributed nature of working memory. Trends Cogn. Sci. 21, 111–124 (2017).

Article  PubMed  Google Scholar 

Lara, A. H. & Wallis, J. D. The role of prefrontal cortex in working memory: a mini review. Front. Syst. Neurosci. 9, 173 (2015).

Article  PubMed  PubMed Central  Google Scholar 

Nairne, J. S. & Tulving, E. in The Foundations of Remembering: Essays in Honor of Henry L. Roediger, III (ed. Nairne, J. S.) 39–52 (Psychology Press, 2007).

Roediger, I. I. I., Henry L. & Uner, O. Critical concepts in the study of learning and memory. Preprint at PsyArXiv https://doi.org/10.31234/osf.io/4r5pj (2022).

Zhang, H. et al. Working memory for spatial sequences: developmental and evolutionary factors in encoding ordinal and relational structures. J. Neurosci. 42, 850–864 (2022).

Article  PubMed  Google Scholar 

Read, D. W., Manrique, H. M. & Walker, M. J. On the working memory of humans and great apes: strikingly similar or remarkably different? Neurosci. Biobehav. Rev. 134, 104496 (2022).

Article  PubMed  Google Scholar 

Völter, C. J., Mundry, R., Call, J. & Seed, A. M. Chimpanzees flexibly update working memory contents and show susceptibility to distraction in the self-ordered search task. Proc. Biol. Sci. 286, 20190715 (2019).

PubMed  PubMed Central  Google Scholar 

Fuster, J. & Alexander, G. Neuron activity related to short-term memory. Science 173, 652–654 (1971).

Article  CAS  PubMed  Google Scholar 

Constantinidis, C. et al. Persistent spiking activity underlies working memory. J. Neurosci. 38, 7020–7028 (2018).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Funahashi, S. & Kubota, K. Working memory and prefrontal cortex. Neurosci. Res. 21, 1–11 (1994).

Article  CAS  PubMed  Google Scholar 

Miller, E. K., Lundqvist, M. & Bastos, A. M. Working memory 2.0. Neuron 100, 463–475 (2018).

Article  CAS  PubMed  PubMed Central  Google Scholar 

D’Esposito, M. & Postle, B. R. The cognitive neuroscience of working memory. Annu. Rev. Psychol. 66, 115–142 (2015).

Article  PubMed  Google Scholar 

Wang, X. Synaptic reverberation underlying mnemonic persistent activity. Trends Neurosci. 24, 455–463 (2001).

Article  CAS  PubMed  Google Scholar 

Hazy, T. E., Frank, M. J. & O’Reilly R, C. Towards an executive without a homunculus: computational models of the prefrontal cortex/basal ganglia system. Philos. Trans. R. Soc. Lond. B Biol. Sci. 362, 1601–1613 (2007).

Article  PubMed  PubMed Central  Google Scholar 

Hazy, T. E., Frank, M. J. & O’Reilly, R. C. in The Cambridge Handbook of Computational Cognitive Sciences 611–663 (Cambridge Univ. Press, 2023).

Meyer, T., Qi, X.-L., Stanford, T. R. & Constantinidis, C. Stimulus selectivity in dorsal and ventral prefrontal cortex after training in working memory tasks. J. Neurosci. 31, 6266–6276 (2011).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Constantinidis, C. & Klingberg, T. The neuroscience of working memory capacity and training. Nat. Rev. Neurosci. 17, 438–449 (2016).

Article  CAS  PubMed  Google Scholar 

Brady, T. F. & Störmer, V. S. The role of meaning in visual working memory: real-world objects, but not simple features, benefit from deeper processing. J. Exp. Psychol. Learn. Mem. Cogn. 48, 942–958 (2022).

Article  PubMed  Google Scholar 

Fukuda, K. & Woodman, G. F. Visual working memory buffers information retrieved from visual long-term memory. Proc. Natl Acad. Sci. USA 114, 5306–5311 (2017).

Article  CAS  PubMed  PubMed Central  Google Scholar 

Murray, J. D. et al. Stable population coding for working memory coexists with heterogeneous neural dynamics in prefrontal cortex. Proc. Natl Acad. Sci. USA 114, 394–399 (2017).

Article  CAS  PubMed