Abstract
Design principles and operational modes are explored that underlie the information processing capacity of the human brain. The hypothesis is put forward that in higher organisms, especially in primates, the complexity of the neural circuitry of the cerebral cortex is the neural correlate of the brain’s coherence and predictive power, and, thus, a measure of intelligence. It will be argued that with the evolution of the human brain we have nearly reached the limits of biological intelligence.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Aboitiz, F., Lopez, J., & Mortiel, J. (2003). Long distance communication in the human brain: Timing constraints for inter-hemispheric synchrony and the origin of brain lateralization. Biological Research, 36, 89–99.
Adolphs, R. (2009). The social brain: Neural basis of social knowledge. Annual Review of Psychology, 60, 693–716.
Allen, J. S. (2009). The lives of the brain: Human evolution and the organ of mind. Cambridge, MA: Belknap.
Atkinson, A. P., Thomas, M. S. C., & Cleeremans, A. (2000). Consciousness: Mapping the theoretical landscape. Trends in Cognitive Sciences, 4, 372–382.
Ayala, F. J. (1986). Booknotes. Biology and Philosophy, 1, 249–262.
Azevedo, F. A. C., Carvalho, L. R. B., Grinberg, L. T., Farfel, J. M., Ferretti, R. E. I., Leite, R. E. P., Filho, W. J., Lent, R., & Herculano-Houzel, S. (2009). Equal numbers of neuronal and nonneuronal cells make the human brain an isometrically scaled-up primate brain. The Journal of Comparative Neurology, 513, 532–541.
Baars, B. J. (1997). In the theater of consciousness. New York: Oxford University Press.
Bullmore, E., & Sporns, O. (2012). The economy of brain network organization. Nature Reviews Neuroscience, 13, 336–349.
Buxhoeveden, D. P. (2012). Minicolumn size and human cortex. Progress in Brain Research, 195, 219–235.
Buxhoeveden, D. P., & Casanova, M. F. (2002a). The minicolumn hypothesis in neuroscience. Brain, 125, 935–951.
Buxhoeveden, D. P., & Casanova, M. F. (2002b). The minicolumn and the evolution of the brain. Brain, Behavior and Evolution, 60, 125–151.
Casanova, M. F., El-Baz, A., & Switala, A. (2011). Laws of conservation as related to brain growth, aging, and evolution: Symmetry of the minicolumn. Frontiers in Neuroanatomy, 5, 66. doi:10.3389/fnana.2011.00066.
Changizi, M. A. (2001). Principles underlying mammalian neocortical scaling. Biological Cybernetics, 84, 207–215.
Changizi, M. A. (2007). Scaling the brain and its connections. In J. H. Kaas (Ed.), Evolution of nervous systems (Vol. 3, pp. 167–180). New York: Academic.
Changizi, M. A., & Shimojo, S. (2005). Parcellation and area-area connectivity as a function of neocortex size. Brain, Behavior and Evolution, 66, 88–98.
Cherniak, C. (1995). Neural component placement. Trends in Neurosciences, 18, 522–527.
Cherniak, C. (2012). Neural wiring optimization. Progress in Brain Research, 195, 361–371.
Chklovskii, D. B., Schikorski, T., & Stevens, C. F. (2002). Wiring optimization in cortical circuits. Neuron, 34, 341–347.
Chklovskii, D. B., Mel, B. W., & Svoboda, K. (2004). Cortical rewiring and information storage. Nature, 431, 782–788.
Churchland, P. S., & Churchland, P. M. (2002). Neural worlds and real worlds. Nature Reviews Neuroscience, 3, 903–907.
Clark, D. A., Mitra, P. P., & Wang, S. S.-H. (2001). Scalable architecture in mammalian brains. Nature, 411, 189–192.
Cochrane, P., Winter, C. S., Hardwick, A. (1995). Biological limits to information processing in the human brain. Retrieved from: http://www.cochrane.org.uk/opinion/archive/articles.phd
Crick, F., & Koch, C. (1990). Towards a neurobiological theory of consciousness. Seminars in Neuroscience, 2, 263–275.
Crick, F., & Koch, C. (1995). Are we aware of neural activity in primary visual cortex? Nature, 375, 121–123.
Crick, F., & Koch, C. (1998). Consciousness and neuroscience. Cerebral Cortex, 8, 97–107.
Crick, F., & Koch, C. (2003). A framework of consciousness. Nature Neuroscience, 6, 119–126.
Da Costa, N. M., & Martin, K. A. C. (2010). Whose cortical column would that be? Frontiers in Neuroanatomy, 4, 16. doi:10.3389/fnana.2010.00016.
De Sousa, A., & Cunha, E. (2012). Hominins and the emergence of the modern human brain. Progress in Brain Research, 195, 293–322.
Deacon, T. W. (1990). Rethinking mammalian brain evolution. American Zoologist, 30, 629–705.
Deacon, T. W. (1998). The symbolic species: The co-evolution of language and the brain. New York: Norton and Company.
Desimone, R., & Duncan, J. (1995). Neural mechanisms of selective visual attention. Annual Review of Neuroscience, 18, 193–222.
Edelman, G. M., & Tononi, G. A. (2000). A universe of consciousness. New York: Basic Books.
Falk, D. (1990). Brain evolution in homo: The “radiator” theory. Behavioral and Brain Sciences, 13, 333–381.
Falk, D. (2004). Braindance: New discoveries about human origins and brain evolution. Revised and expanded edition. Gainesville: University Press of Florida.
Falk, D. (2007). Evolution of the primate brain. In W. Henke & I. Tattersall (Eds.), Handbook of palaeoanthropology (Vol. 2, pp. 1133–1162). New York: Springer.
Falk, D. (2012). Hominin paleoneurology: Where are we now? Progress in Brain Research, 195, 253–270.
Felleman, D. J., & Van Essen, D. C. (1991). Distributed hierarchical processing in the primate cerebral cortex. Cerebral Cortex, 1, 1–47.
Finlay, B. L., & Darlington, D. B. (1995). Linked regularities in the development and evolution of mammalian brains. Science, 268, 1578–1584.
Finlay, B. L., Darlington, D. B., & Nicastro, N. (2001). Developmental structure in brain evolution. Behavioral Brain Sciences, 24, 263–278.
Frahm, H. D., Stephan, H., & Stephan, M. (1982). Comparison of brain structure volumes in insectivora and primates. Part I. Neocortex. Journal für Hirnforschung, 23, 375–389.
Gould, S. J. (1976). Grades and clades revisited. In R. B. Masterton, W. Hodos, & H. J. Jerison (Eds.), Evolution, brain and behavior: Persistent problems (pp. 115–122). Hillsdale: Erlbaum.
Greenfield, S. A. (1995). Journey to the centers of the mind. New York: Freeman.
Herculano-Houzel, S. (2009). The human brain in numbers: A linearly scaled-up primate brain. Frontiers in Human Neuroscience, 3, 31. doi:10.3389/neuro.09.031.2009.
Herculano-Houzel, S. (2012). Neuronal scaling rules for primate brains: The primate advantage. Progress in Brain Research, 195, 325–340.
Herculano-Houzel, S., Collins, C.E., Wong, P., Kaas, J.H. & Lent, R. (2008). The basic nonuniformity of the cerebral cortex. Proceedings of the National Academy of Sciences of the United States of America, 105, 12593–12598.
Herculano-Houzel, S., Mota, B., Wong, P., & Kaas, J. H. (2010). Connectivity-driven white matter scaling and folding in primate cerebral cortex. Proceedings of the National Academy of Sciences of the United States of America, 107, 19008–19013.
Herrmann, E., Call, J., Hernandez-Lloreda, M. V., Hare, B., & Tomasello, M. (2007). Humans have evolved specialized skills of social cognition: The cultural intelligence hypothesis. Science, 317, 1360–1366.
Hodos, W., & Campbell, C. B. G. (1990). Evolutionary scales and comparative studies of animal cognition. In R. P. Kesner & D. S. Olton (Eds.), Neurobiology of comparative cognition (pp. 1–20). Hillsdale: Erlbaum.
Hofman, M. A. (1988). Size and shape of the cerebral cortex in mammals. Part II. The cortical volume. Brain, Behavior and Evolution, 32, 17–26.
Hofman, M. A. (1989). On the evolution and geometry of the brain in mammals. Progress in Neurobiology, 32, 137–158.
Hofman, M. A. (1996). Evolution of the human brain: Design without a designer. In N. Elsner & H.-U. Schnizler (Eds.), Brain and evolution (pp. 141–170). Stuttgart: Thieme Verlag.
Hofman, M. A. (2001a). Evolution and complexity of the human brain: Some organizing principles. In G. Roth & M. F. Wullimann (Eds.), Brain evolution and cognition (pp. 501–521). New York: Wiley.
Hofman, M. A. (2001b). Brain evolution in hominids: Are we at the end of the road. In D. Falk & K. R. Gibson (Eds.), Evolutionary anatomy of the primate cerebral cortex (pp. 113–127). Cambridge: Cambridge University Press.
Hofman, M. A. (2003). Of brains and minds: A neurobiological treatise on the nature of intelligence. Evolution and Cognition, 9, 178–188.
Hofman, M. A. (2007). Brain evolution and intelligence in primates. In S. Watanabe & M. A. Hofman (Eds.), Integration of comparative neuroanatomy and cognition (pp. 33–53). Tokyo: Keio University Press.
Hofman, M. A. (2012). Design principles of the human brain: An evolutionary perspective. Progress in Brain Research, 195, 373–390.
Hofman, M. A., & Falk, D. (Eds.). (2012). Evolution of the brain in primates. From neuron to behavior. Amsterdam: Elsevier.
Jerison, H. J. (1985). Animal intelligence as encephalization. Philosophical Transactions of the Royal Society London B, 308, 21–35.
Kaas, J. H. (1993). Evolution of multiple areas and modules within neocortex. Perspectives in Developmental Neurobiology, 1, 101–107.
Kaas, J. H. (2000). Why is brain size so important: Design problems and solutions as neocortex gets bigger or smaller. Brain and Mind, 1, 7–23.
Kaas, J. H. (2008). The evolution of the complex sensory and motor systems of the human brain. Brain Research Bulletin, 75, 384–390.
Kaas, J. H. (2012). The evolution of neocortex in primates. Progress in Brain Research, 195, 91–102.
Klein, R. G. (2009). The human career (3rd ed.). Chicago: Chicago University Press.
Klyachko, V. A., & Stevens, C. F. (2003). Connectivity optimization and the positioning of cortical areas. Proceedings of the National Academy of Sciences of the United States of America, 100, 7937–7941.
Krubitzer, L. (1995). The organization of neocortex in mammals: Are species differences really so different? Trends in Neurosciences, 18, 408–417.
Krubitzer, L. (2007). The magnificent compromise: Cortical field evolution in mammals. Neuron, 56, 201–208.
Laughlin, S. B., & Sejnowski, T. J. (2003). Communication in neural networks. Science, 301, 1870–1874.
Lefebvre, L. (2012). Primate encephalization. Progress in Brain Research, 195, 393–412.
Lefebvre, L., Reader, S. M., & Sol, D. (2004). Brains, innovations and evolution in birds and primates. Brain, Behavior and Evolution, 63, 233–246.
Lent, R., Azevedo, F. A. C., Andrade-Moraes, C. H., & Pinto, A. V. O. (2012). How many neurons do you have? Some dogmas of quantitative neuroscience under revision. European Journal of Neuroscience, 35, 1–9.
Macphail, E. M. (1982). Brain and intelligence in vertebrates. Oxford: Clarendon.
Macphail, E. M. (1993). The neuroscience of animal intelligence: From the seahare to the seahorse. New York: Columbia University Press.
Macphail, E. M., & Bolhuis, J. J. (2001). The evolution of intelligence: Adaptive specializations versus general process. Biological Reviews, 76, 341–364.
Mayr, E. (1982). The growth of biological thought. Diversity, evolution and inheritance. Cambridge, MA: Belknap.
Mountcastle, V. B. (1997). The columnar organization of the brain. Brain, 120, 701–722.
Nieuwenhuys, R. (1994a). The neocortex: An overview of its evolutionary development, structural organization and synaptology. Anatomy and Embryology, 190, 307–337.
Nieuwenhuys, R. (1994b). The human brain: An introductory survey. Medica Mundi, 39, 64–79.
Northcutt, R. G., & Kaas, J. H. (1995). The emergence and evolution of mammalian neocortex. Trends in Neurosciences, 18, 373–379.
Panksepp, J., & Panksepp, J. B. (2000). The seven sins of evolutionary psychology. Evolution and Cognition, 6, 108–131.
Panksepp, J., Moskal, J. R., Panksepp, J. B., & Kroes, R. A. (2002). Comparative approaches in evolutionary psychology: Molecular neuroscience meets the mind. Neuroendocrinology Letters, 23(Special issue, Suppl 4), 105–115.
Pirlot, P. (1987). Contemporary brain morphology in ecological and ethological perspectives. Journal für Hirnforschung, 28, 145–211.
Popper, K. R. (1982). The place of mind in nature. In R. Q. Elvee (Ed.), Mind in nature (pp. 31–59). San Francisco: Harper and Row.
Premack, D. (2007). Human and animal cognition: Continuity and discontinuity. Proceedings of the National Academy of Sciences of the United States of America, 104, 13861–13867.
Prothero, J. W., & Sundsten, J. W. (1984). Folding of the cerebral cortex in mammals: A scaling model. Brain, Behavior and Evolution, 24, 152–167.
Raghanti, M. A., Spocter, M. A., Butti, C., Hof, P. R., & Sherwood, C. C. (2010). A comparative perspective on minicolumns and inhibitory GABAergic interneurons in the neocortex. Frontiers in Neuronanatomy, 4, 3. doi:10.3389/neuro.05.003.2010.
Rakic, P. (2007). The radial edifice of cortical architecture: From neuronal silhouettes to genetic engineering. Brain Research Reviews, 55, 204–219.
Rakic, P. (2009). Evolution of the neocortex: A perspective from developmental biology. Nature Reviews Neuroscience, 10, 724–735.
Reader, S. M., Hager, Y., & Laland, K. N. (2011). The evolution of primate general and cultural intelligence. Philosophical Transactions of the Royal Society London B, 366, 1017–1027.
Ringo, J. L. (1991). Neuronal interconnection as a function of brain size. Brain, Behavior and Evolution, 38, 1–6.
Ringo, J. L., Doty, R. W., Demeter, S., & Simard, P. Y. (1994). Time is of the essence: A conjecture that hemispheric specialization arises from interhemispheric conduction delay. Cerebral Cortex, 4, 331–343.
Robson, S. L., & Wood, B. (2008). Hominin life history: Reconstruction and evolution. Journal of Anatomy, 212, 394–425.
Rockland, K. S. (2010). Five points on columns. Frontiers in Neuroanatomy, 4, 22. doi:10.3389/fnana.2010.00022.
Roth, G., & Dicke, U. (2005). Evolution of the brain and intelligence. Trends in Cognitive Sciences, 9, 250–257.
Roth, G., & Dicke, U. (2012). Evolution of the brain and intelligence in primates. Progress in Brain Research, 195, 413–430.
Roth, G., & Wullimann, M. F. (Eds.). (2001). Brain evolution and cognition. New York: Wiley.
Scannell, J. W., Blakemore, C. J., & Young, M. P. (1995). Analysis of connectivity in the cat cerebral cortex. The Journal of Neuroscience, 15, 1463–1483.
Schmahmann, J. D. (2010). The role of the cerebellum in cognition and emotion: Personal reflections since 1982 on the dysmetria of thought hypothesis, and its historical evolution from theory to therapy. Neuropsychology Reviews, 20, 236–260.
Schoenemann, P. T. (2006). Evolution of the size and functional areas of the human brain. Annual Review of Anthropology, 35, 379–406.
Schoenemann, P. T. (2012). Evolution of brain and intelligence. Progress in Brain Research, 195, 443–459.
Schoenemann, P. T., Sheehan, M. J., & Glotzer, I. D. (2005). Prefrontal white matter volume is disproportionately larger in humans than in other primates. Nature Neuroscience, 8, 242–252.
Semendeferi, K., Lu, A., Schenker, N., & Damasio, H. (2002). Humans and great apes share a large frontal cortex. Nature Neuroscience, 5, 272–276.
Semendeferi, K., Teffer, K., Buxhoeveden, D. P., Park, M. S., Bludau, S., Amunts, K., Travis, K., & Buckwalter, J. (2011). Spatial organization of neurons in the frontal pole sets humans apart from great apes. Cerebral Cortex, 21, 1485–1497.
Shettleworth, S. J. (2012a). Fundamentals of comparative cognition. New York: Oxford University Press.
Shettleworth, S. J. (2012b). Modularity, comparative cognition and human uniqueness. Philosophical Transactions of the Royal Society London B, 367, 2794–2801.
Smaers, J. B., Schleicher, A., Zilles, K., & Vinicius, L. (2010). Frontal white matter volume in anthropoid primates. PLoS One, 5, e9123. doi:10.1371/journal.pone.0009123.
Sporns, O., Chilavo, D. R., Kaiser, M., & Hilgetag, C. C. (2004). Organization, development and function of complex brain networks. Trends in Cognitive Sciences, 8, 418–425.
Sporns, O., Honey, C. J., & Kötter, R. (2007). Identification and classification of hubs in brain networks. PLoS One, 2, e1049. doi:10.1371/journal.pone.0001049.
Striedter, G. F. (2004). Principles of brain evolution. Sunderland: Sinauer Associates.
Teffer, K., & Semendeferi, K. (2012). Human prefrontal cortex: Evolution, development, and pathology. Progress in Brain Research, 195, 191–218.
Van den Heuvel, M. P., & Sporns, O. (2011). Rich-club organization of the human connectome. The Journal of Neuroscience, 31, 15775–15786.
Wang, S. S.-H., Shultz, J. R., Burish, M. J., Harrison, K. H., Hof, P. R., Towns, L. C., Wagers, M. W., & Wyatt, K. D. (2008). Functional trade-offs in white matter axonal scaling. The Journal of Neuroscience, 28, 4047–4056.
Wedeen, V. J., Rosene, D. L., Wang, R., Dai, G., Mortazavi, F., Hagmann, P., Kaas, J. H., & Tseng, W. Y. (2012). The geometric structure of the brain fiber pathway. Science, 335, 1628–1638.
Welker, W. (1990). Why does cerebral cortex fissure and fold? A review of determinants of gyri and sulci. In E. G. Jones & A. Peters (Eds.), Cerebral cortex (Vol. 8B, pp. 23–136). New York: Plenum Press.
Wen, Q., & Chklovskii, D. B. (2005). Segregation of the brain into gray and white matter: A design minimizing conduction delays. PLoS Computational Biology, 1, 617–630.
Young, M. P. (1993). The organization of neural systems in the primate cerebral cortex. Proceedings of the Royal Society of London B, 252, 13–18.
Young, M. P., & Yamane, S. (1992). Sparse population coding of faces in the inferotemporal cortex. Science, 256, 1327–1331.
Zeman, A. Z. J. (2001). Consciousness. Brain, 124, 1263–1289.
Zhang, K., & Sejnowski, T. J. (2000). A universal scaling law between gray matter and white matter of cerebral cortex. Proceedings of the National Academy of Sciences of the United States of America, 97, 5621–5626.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer Science+Business Media New York
About this chapter
Cite this chapter
Hofman, M.A. (2015). Evolution of the Human Brain: From Matter to Mind. In: Goldstein, S., Princiotta, D., Naglieri, J. (eds) Handbook of Intelligence. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-1562-0_5
Download citation
DOI: https://doi.org/10.1007/978-1-4939-1562-0_5
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4939-1561-3
Online ISBN: 978-1-4939-1562-0
eBook Packages: Behavioral ScienceBehavioral Science and Psychology (R0)