Mind the Gap: Olfactory Trace Conditioning in Honeybees
Open accessAbstract
Trace conditioning is a form of classical conditioning, where a neutral stimulus (conditioned stimulus, CS) is associated with a following appetitive or aversive stimulus (unconditioned stimulus, US). Unlike classical delay conditioning, in trace conditioning there is a stimulus-free gap between CS and US, and thus a poststimulus neural representation (trace) of the CS is required to bridge the gap until its association with the US. The properties of such stimulus traces are not well understood, nor are their underlying physiological mechanisms. Using behavioral and physiological approaches, we studied appetitive olfactory trace conditioning in honeybees. We found that single-odor presentation created a trace containing information about odor identity. This trace conveyed odor information about the initial stimulus and was robust against interference by other odors. Memory acquisition decreased with increasing CS–US gap length. The maximum learnable CS–US gap length could be extended by previous trace-conditioning experience. Furthermore, acquisition improved when an additional odor was presented during the CS–US gap. Using calcium imaging, we tested whether projection neurons in the primary olfactory brain area, the antennal lobe, contain a CS trace. We found odor-specific persistent responses after stimulus offset. These post-odor responses, however, did not encode the CS trace, and perceived odor quality could be predicted by the initial but not by the post-odor response. Our data suggest that olfactory trace conditioning is a less reflexive form of learning than classical delay conditioning, indicating that odor traces might involve higher-level cognitive processes.
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There is evidence of a simple form of trace conditioning on olfactory stimuli in honey bees and fruit flies, though it is hard to be sure that the conditioned stimulus has really gone by the time the unconditioned stimulus has arrived.
“There is also evidence of a simple form of trace conditioning on olfactory stimuli, though it is hard to be sure, with olfactory stimuli, that the conditioned stimulus has really gone by the time the unconditioned stimulus has arrived (Shuai et al. 2011; Szyszka et al. 2011; Dylla et al. 2013, 2017).”
From Unlimited Associative Learning and the origins of consciousness: a primer and some predictions (2020) · cites this paper as Szyszka et al. 2011
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Cites
A neural substrate of prediction and reward
Schultz, W., Dayan, P., & Montague, P. R. (1997) · Science · doi:10.1126/science.275.5306.1593 · Cited by 9,388 · see citing works
Baddeley, A. (1992) · Science · doi:10.1126/science.1736359 · Cited by 5,258 · see citing works
Conditioned Reflexes: An Investigation of the Physiological Activity of the Cerebral Cortex.
Pavlov, P. I. (1930) · Archives of Neurology And Psychiatry · doi:10.1001/archneurpsyc.1930.02220110256018 · Cited by 2,681 · see citing works
Conditioned reflexes: An investigation of the physiological activity of the cerebral cortex
Pavlov, I. P. (2010) · Annals of Neurosciences · doi:10.5214/ans.0972-7531.1017309 · Cited by 1,466 · see citing works
Mushroom body memoir: from maps to models
Heisenberg, M. (2003) · Nature Reviews Neuroscience · doi:10.1038/nrn1074 · Cited by 1,286 · see citing works
Classical conditioning and brain systems: the role of awareness
Clark, R. E., & Squire, L. R. (1998) · Science · doi:10.1126/science.280.5360.77 · Cited by 1,138 · see citing works
Classical conditioning of proboscis extension in honeybees (Apis mellifera).
Bitterman, M. E., Menzel, R., Fietz, A., & Sch?fer, S. (1983) · Journal of comparative psychology · doi:10.1037/0735-7036.97.2.107 · Cited by 1,077 · see citing works
MECHANISMS OF OLFACTORY DISCRIMINATION: Converging Evidence for Common Principles Across Phyla
Hildebrand, J. G., & Shepherd, G. M. (1997) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.20.1.595 · Cited by 1,066 · see citing works
The Olfactory Bulb: Coding and Processing of Odor Molecule Information
Mori, K., Nagao, H., & Yoshihara, Y. (1999) · Science · doi:10.1126/science.286.5440.711 · Cited by 937 · see citing works
Oscillations and Sparsening of Odor Representations in the Mushroom Body
Pérez-Orive, J., Mazor, O., Turner, G. C., Cassenaer, S., Wilson, R. I., & Laurent, G. (2002) · Science · doi:10.1126/science.1070502 · Cited by 792 · see citing works
The role of awareness in Pavlovian conditioning: empirical evidence and theoretical implications.
Lovibond, P., & Shanks, D. (2002) · Journal of experimental psychology. Animal behavior processes · doi:10.1037/0097-7403.28.1.3 · Cited by 748 · see citing works
The concepts of ‘sameness’ and ‘difference’ in an insect
Giurfa, M., Zhang, S., Jenett, A., Menzel, R., & Srinivasan, M. V. (2001) · Nature · doi:10.1038/35073582 · Cited by 733 · see citing works
Solomon, P. R., Schaaf, E. R. V., Thompson, R. F., & Weisz, D. J. (1986) · Behavioral Neuroscience · doi:10.1037//0735-7044.100.5.729 · Cited by 724 · see citing works
Solomon, P. R., Vander Schaaf, E. R., Thompson, R. F., & Weisz, D. J. (1986) · Behavioral Neuroscience · doi:10.1037/0735-7044.100.5.729 · Cited by 724 · see citing works
Hammer, M. (1993) · Nature · doi:10.1038/366059a0 · Cited by 692 · see citing works
Neural Substrates of Eyeblink Conditioning: Acquisition and RetentionPreprint
Christian, K. M., & Thompson, R. F. (2003) · Learning & Memory · doi:10.1101/lm.59603 · Cited by 609 · see citing works
USING ANALYSIS OF VARIANCE WITH A DICHOTOMOUS DEPENDENT VARIABLE: AN EMPIRICAL STUDY1
Lunney, G. H. (1970) · Journal of Educational Measurement · doi:10.1111/j.1745-3984.1970.tb00727.x · Cited by 536 · see citing works
Searching for the Memory Trace in a Mini-Brain, the HoneybeePreprint
Menzel, R. (2001) · Learning & Memory · doi:10.1101/lm.38801 · Cited by 518 · see citing works
Behavioral and neural analysis of associative learning in the honeybee: a taste from the magic well
Giurfa, M. (2007) · Journal of Comparative Physiology A · doi:10.1007/s00359-007-0235-9 · Cited by 481 · see citing works
Sachse, S., & Galizia, C. G. (2002) · Journal of Neurophysiology · doi:10.1152/jn.00325.2001 · Cited by 438 · see citing works
Self-citationOlfactory Representations by Drosophila Mushroom Body Neurons
Turner, G. C., Bazhenov, M., & Laurent, G. (2007) · Journal of Neurophysiology · doi:10.1152/jn.01283.2007 · Cited by 416 · see citing works
Perceptual and Neural Olfactory Similarity in Honeybees
Guerrieri, F. J., Schubert, M., Sandoz, J., & Giurfa, M. (2005) · PLoS Biology · doi:10.1371/journal.pbio.0030060 · Cited by 337 · see citing works
The glomerular code for odor representation is species specific in the honeybee Apis mellifera
Galizia, C. G., Sachse, S., Rappert, A., & Menzel, R. (1999) · Nature Neuroscience · doi:10.1038/8144 · Cited by 336 · see citing works
Self-citationBerger, T. W., & Orr, W. B. (1983) · Behavioural Brain Research · doi:10.1016/0166-4328(83)90171-7 · Cited by 333 · see citing works
Sachse, S., Rappert, A., & Galizia, C. G. (1999) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.1999.00826.x · Cited by 281 · see citing works
Self-citationGalizia, C. G., McIlwrath, S. L., & Menzel, R. (1999) · Cell and Tissue Research · doi:10.1007/s004410051245 · Cited by 256 · see citing works
Self-citationMcEchron, M. D., & Disterhoft, J. F. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.78.2.1030 · Cited by 247 · see citing works
The Role of the Hippocampus in Trace Conditioning: Temporal Discontinuity or Task Difficulty?
Beylin, A. V., Gandhi, C. C., Wood, G. E., Talk, A. C., Matzel, L. D., & Shors, T. J. (2001) · Neurobiology of Learning and Memory · doi:10.1006/nlme.2001.4039 · Cited by 245 · see citing works
Sachse, S., & Galizia, C. G. (2003) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.2003.02931.x · Cited by 220 · see citing works
Self-citationTomchik, S. M., & Davis, R. L. (2009) · Neuron · doi:10.1016/j.neuron.2009.09.029 · Cited by 217 · see citing works
Neural substrates underlying human delay and trace eyeblink conditioning
Cheng, D. T., Disterhoft, J. F., Power, J., Ellis, D., & Desmond, J. E. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0800374105 · Cited by 215 · see citing works
Sparsening and Temporal Sharpening of Olfactory Representations in the Honeybee Mushroom Bodies
Szyszka, P., Ditzen, M., Galkin, A., Galizia, C. G., & Menzel, R. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00397.2005 · Cited by 208 · see citing works
Self-citationWhere is the trace in trace conditioning?
Woodruff‐Pak, D. S., & Disterhoft, J. F. (2008) · Trends in Neurosciences · doi:10.1016/j.tins.2007.11.006 · Cited by 188 · see citing works
Trace Conditioning and the Hippocampus: The Importance of Contiguity
Bangasser, D. A., Waxler, D. E., Santollo, J., & Shors, T. J. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.1742-06.2006 · Cited by 185 · see citing works
Visual working memory in decision making by honey bees
Zhang, S., Bock, F., Si, A., Tautz, J., & Srinivasan, M. V. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0501440102 · Cited by 180 · see citing works
Pelz, C., Gerber, B., & Menzel, R. (1997) · Journal of Experimental Biology · doi:10.1242/jeb.200.4.837 · Cited by 143 · see citing works
Sparse odor representation and olfactory learning
Ito, I., Ong, R. C.-Y., Raman, B., & Stopfer, M. (2008) · Nature Neuroscience · doi:10.1038/nn.2192 · Cited by 133 · see citing works
Associative and non-associative plasticity in Kenyon cells of the honeybee mushroom body
Szyszka, P. (2008) · Frontiers in Systems Neuroscience · doi:10.3389/neuro.06.003.2008 · Cited by 121 · see citing works
Self-citationLinster, C., Sachse, S., & Galizia, C. G. (2005) · Journal of Neurophysiology · doi:10.1152/jn.01285.2004 · Cited by 113 · see citing works
Self-citationSmelling, Tasting, Learning: Drosophila as a Study Case
Gerber, B., Stocker, R. F., Tanimura, T., & Thum, A. S. (2009) · Results and problems in cell differentiation · doi:10.1007/400_2008_9 · Cited by 112 · see citing works
Galán, R. F., Sachse, S., Galizia, C. G., & Herz, A. V. M. (2004) · Neural Computation · doi:10.1162/089976604773135078 · Cited by 108 · see citing works
Self-citationClassical eyelid conditioning as a function of sustained and shifted interstimulus intervals.
Ebel, H. C., & Prokasy, W. F. (1963) · Journal of Experimental Psychology · doi:10.1037/h0048115 · Cited by 98 · see citing works
Sensory Memory for Odors Is Encoded in Spontaneous Correlated Activity Between Olfactory Glomeruli
Galán, R. F., Weidert, M., Menzel, R., Herz, A. V. M., & Galizia, C. G. (2005) · Neural Computation · doi:10.1162/089976606774841558 · Cited by 79 · see citing works
Self-citationDevaud, J., Blunk, A. D., Podufall, J., Giurfa, M., & Grünewald, B. (2007) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2007.05904.x · Cited by 77 · see citing works
Linster, C., & Hasselmo, M. E. (1999) · Physiology & Behavior · doi:10.1016/s0031-9384(98)00324-2 · Cited by 75 · see citing works
Learning by Honeybees in an Unnatural Situation
Menzel, R., & Bitterman, M. E. (1983) · Springer eBooks · doi:10.1007/978-3-642-69271-0_15 · Cited by 72 · see citing works
Learning in honeybees: from molecules to behaviour
Müller, U. (2002) · Zoology · doi:10.1078/0944-2006-00075 · Cited by 68 · see citing works
Wright, G. A., Carlton, M. M., & Smith, B. H. (2009) · Behavioral Neuroscience · doi:10.1037/a0014040 · Cited by 61 · see citing works
Peele, P., Ditzen, M., Menzel, R., & Galizia, C. G. (2006) · Journal of Comparative Physiology A · doi:10.1007/s00359-006-0152-3 · Cited by 59 · see citing works
Self-citationFlecke, C., & Stengl, M. (2009) · Journal of Comparative Physiology A · doi:10.1007/s00359-009-0429-4 · Cited by 54 · see citing works
Olfactory coding in the insect brain: molecular receptive ranges, spatial and temporal coding
Galizia, C. G., & Szyszka, P. (2008) · Entomologia Experimentalis et Applicata · doi:10.1111/j.1570-7458.2007.00661.x · Cited by 50 · see citing works
Self-citationOlfactory Trace Conditioning inDrosophila
Galili, D. S., Lüdke, A., Galizia, C. G., Szyszka, P., & Tanimoto, H. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.6667-10.2011 · Cited by 48 · see citing works
Self-citationResponse shaping at long interstimulus intervals in classical eyelid conditioning.
Prokasy, W. F., Ebel, H. C., & Thompson, D. D. (1963) · Journal of Experimental Psychology · doi:10.1037/h0049246 · Cited by 45 · see citing works
Quantification of the honeybee's proboscis reflex by electromyographic recordings
Rehder, V. (1987) · Journal of Insect Physiology · doi:10.1016/0022-1910(87)90115-6 · Cited by 45 · see citing works
TRACE AUTOSHAPING: ACQUISITION, MAINTENANCE, AND PATH DEPENDENCE AT LONG TRACE INTERVALS
Lucas, G. A., Deich, J. D., & Wasserman, E. A. (1981) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1981.36-61 · Cited by 45 · see citing works
Vetter, R. S., Sage, A. E., Justus, K. A., Cardé, R. T., & Galizia, C. G. (2006) · Chemical Senses · doi:10.1093/chemse/bjj040 · Cited by 43 · see citing works
Self-citationProtection from premature habituation requires functional mushroom bodies in DrosophilaPreprint
Acevedo, S. F., Froudarakis, E. I., Κανελλόπουλος, Α., & Skoulakis, E. M. C. (2007) · Learning & Memory · doi:10.1101/lm.566007 · Cited by 40 · see citing works
Eyeblink conditioning and systems consolidation: An ironic yet powerful pairing
Clark, R. E. (2010) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2010.12.003 · Cited by 30 · see citing works
Weisz, D. J., & Walts, C. (1990) · Behavioral Neuroscience · doi:10.1037//0735-7044.104.1.11 · Cited by 26 · see citing works
Weisz, D. J., & Walts, C. (1990) · Behavioral Neuroscience · doi:10.1037/0735-7044.104.1.11 · Cited by 18 · see citing works
Kehoe, E. J., Ludvig, E. A., & Sutton, R. S. (2009) · Behavioral Neuroscience · doi:10.1037/a0017112 · Cited by 17 · see citing works
Odor Coding in Projection Neurons of the Honeybee Brain
Menzel, R. (2005) · Chemical Senses · doi:10.1093/chemse/bjh234 · Cited by 12 · see citing works
Working Memory in Bees: Also in Flies?
Menzel, R. (2009) · Journal of Neurogenetics · doi:10.1080/01677060802610612 · Cited by 11 · see citing works
Bridging temporal gaps between CS and US in autoshaping: A test of a local context hypothesis
Kaplan, P. S. (1984) · Animal Learning & Behavior · doi:10.3758/bf03213133 · Cited by 9 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Kamin LJ (1965) Temporal and intensity characteristics of the conditioned stimulus. In: Classical conditioning: a symposium (Prokasy WF, ed), pp 118 -147. New York: Appleton-Century-Crofts.
Cited by
Sorted by citations
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The search for invertebrate consciousness
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Unlimited Associative Learning and the origins of consciousness: a primer and some predictions
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Self-citationOdor memories regulate olfactory receptor expression in the sensory periphery
Claudianos, C., Lim, J., Young, M., Yan, S., Cristino, A. S., Newcomb, R. D., Gunasekaran, N., & Reinhard, J. (2014) · European Journal of Neuroscience · doi:10.1111/ejn.12539 · Cited by 89 · see citing works
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Rath, L., Galizia, C. G., & Szyszka, P. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07753.x · Cited by 87 · see citing works
Self-citationIdiosyncratic neural coding and neuromodulation of olfactory individuality in Drosophila
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Self-citationLocal 5-HT signaling bi-directionally regulates the coincidence time window for associative learning
Zeng, J., Li, X., Zhang, R., Lv, M., Wang, Y., Tan, K., Xia, X., Wan, J., Jing, M., Zhang, X., et al. (2023) · Neuron · doi:10.1016/j.neuron.2022.12.034 · Cited by 78 · see citing works
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Biergans, S. D., Jones, J. C., Treiber, N., Galizia, C. G., & Szyszka, P. (2012) · PLoS ONE · doi:10.1371/journal.pone.0039349 · Cited by 67 · see citing works
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Self-citationEisenhardt, D. (2014) · Learning & Memory · doi:10.1101/lm.033118.113 · Cited by 56 · see citing works
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Self-citationOkle, O., Rath, L., Galizia, C. G., & Dietrich, D. R. (2013) · Toxicology and Applied Pharmacology · doi:10.1016/j.taap.2013.04.003 · Cited by 34 · see citing works
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Self-citationDynamics of sensory processing in the dual olfactory pathway of the honeybee
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Menzel, R. (2013) · Handbook of behavioral neuroscience · doi:10.1016/b978-0-12-415823-8.00029-0 · Cited by 15 · see citing works
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Ikarashi, M., & Tanimoto, H. (2021) · Journal of Experimental Biology · doi:10.1242/jeb.242443 · Cited by 4 · see citing works
Capurro, A., Baroni, F., Kuebler, L. S., Kárpáti, Z., Dekker, T., Lei, H., Hansson, B. S., Pearce, T., & Olsson, S. B. (2014) · PLoS ONE · doi:10.1371/journal.pone.0084037 · Cited by 5 · see citing works
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Strelevitz, H., Tiraboschi, E., & Haase, A. (2024) · Insects · doi:10.3390/insects15020094 · Cited by 3 · see citing works
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Strauch, M., Broeg, M. P., Müthing, C., Szyszka, P., Deußen, O., Galizia, C. G., & Merhof, D. (2012) · IEEE Symposium on Biological Data Visualization (BioVis) · doi:10.1109/biovis.2012.6378588 · Cited by 2 · see citing works
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Forest, D. (2024) · Revue de Métaphysique et de Morale · doi:10.3917/rmm.241.0067
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Galili, D. S. (2014) · Elektronische Hochschulschriften der LMU München (Ludwig-Maximilians-Universität München) · doi:10.5282/edoc.17542 · Cited by 3 · see citing works
Brain-behavioural olfactory asymmetries in Apoidea
Rigosi, E. (2013) · Unitn-eprints PhD (University of Trento) · doi:10.15168/11572_368826
Rapp, H., & Nawrot, M. P. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.04.05.026203
Chıttka, L. (2013) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.717989053.793472819
Smell and Aftersmell: Fast Calcium Imaging Dynamics of Honey Bee Olfactory CodingPreprint
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Smell and Aftersmell: Fast Calcium Imaging Dynamics of Honey Bee Olfactory CodingPreprint
Paoli, M., Wystrach, A., Ronsin, B., & Giurfa, M. (2024) · eLife · doi:10.7554/elife.93789.1
Author Response: Smell and Aftersmell: Fast Calcium Imaging Dynamics of Honey Bee Olfactory Coding
Paoli, M., Wystrach, A., Ronsin, B., & Giurfa, M. (2024) · eLife · doi:10.7554/elife.93789.1.sa3
Author response: Smell and Aftersmell: Fast Calcium Imaging Dynamics of Honey Bee Olfactory Coding
Paoli, M., Wystrach, A., Ronsin, B., & Giurfa, M. (2024) · eLife · doi:10.7554/elife.93789.2.sa0
Paoli, M., Andrione, M., & Haase, A. (2024) · Neuromethods · doi:10.1007/978-1-0716-4240-5_17
In Vivo Two-Photon Imaging of the Olfactory System in Insects
Paoli, M., & Haase, A. (2025) · Methods in molecular biology · doi:10.1007/978-1-0716-4466-9_1
Jeschke, M., Stahlsmeier, M., Bertrand, O. J. N., & Egelhaaf, M. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.08.27.672532
Neupert, S., McCulloch, G. A., Foster, B. J., Waters, J. M., & Szyszka, P. (2022) · Figshare · doi:10.6084/m9.figshare.19608163
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Rivi, V., Ponkshe, A., Lukowiak, K. D., & Batabyal, A. (2026) · Biology Letters · doi:10.1098/rsbl.2026.0022
Macri, C., Suissa, S., Haspel-Soares, T., Isabel, G., & Giurfa, M. (2026) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2025.2891
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Rondoni, G., Napoli, F., Chierici, E., & Conti, E. (2026) · Frontiers in Insect Science · doi:10.3389/finsc.2026.1785989
- Authors
- Szyszka, P., Demmler, C., Oemisch, M., Sommer, L., Biergans, S., Birnbach, B., Silbering, A. F., & Galizia, C. G.
- Affiliations
- University of Konstanz (DE)
- Corresponding author
- Szyszka, Paul
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2011-05-18
- Volume
- 31
- Issue
- 20
- Pages
- 7229-7239
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6622586
- OpenAlex
- W2171206703
- Cited by
- 79
- References
- 62
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 11 · 2023: 5 · 2022: 4 · 2021: 4 · 2020: 5 · 2019: 2 · 2018: 4 · 2017: 4 · 2016: 3 · 2015: 2 · 2014: 9 · 2013: 9 · 2012: 5
- FWCI
- 3.57
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- KOPS (University of Konstanz) (submittedVersion)
- Funders
- Deutsche Forschungsgemeinschaft
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurobiology and Insect Physiology Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Sensory Systems › Olfactory and Sensory Function Studies
- Keywords
- Apis mellifera, classical conditioning, antennal lobe, projection neurons, odor identity, odor quality, memory acquisition, delay conditioning, olfactory learning
- MeSH terms
- Animals, Bees, Conditioning, Classical, Learning, Odorants, Reaction Time, Smell, Olfactory Receptor Neurons
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