Invertebrate learning and memory: from behavior to molecules.

Classical ethologists have provided a long and rich tradition of stud ying the learning and memory capabilities of a variety of invertebrate animals (Schneirla 1929, von Frisch 1950, Lindauer 1960). In recent years, however, interest in this field has been renewed because it has become clear that many invertebrate animals can provide powerful model systems in which to explore the cellular and molecular mechanisms of learning and memory. Thus, a variety of disciplines such as neuroethology, psychology, and modern neurobiology have merged in a concerted effort to develop invertebrate preparations in which these combined approaches can be focused on the general theme of the cellular basis of behavioral plasticity. This overall strategy has come to be known as a "simple-systems" approach to the study of learning and memory. A "simple-systems" approach is not the exclusive domain of invertebrate research. The general strategy of such an approach is to try to identify neural circuits involved in a particular form oflearning and then attempt to specify the precise locus and nature of the cellular changes that are involved. This approach has been successfully applied in a number of vertebrate systems. These include eyeblink conditioning in the cat (Kim et al 1983, Woody et a1 1983, Woody 1984), cardiac conditioning in the pigeon (Cohen 1980, 1984), and conditioning of the nictitating membrane response in rabbit (Thompson et a1 1983, 1984, Moore et a1 1982, Harvey et aI 1985), as well as cellular analog systems in cerebellum (Ito 1982), the red nucleus (Tskahara, 1984), and hippocampus (McNaughton et al 1 978, Levy &

[1]  K. Frisch Uber den Geruchsinn der Biene : und seine blutenbiologische Bedeutung , 1919 .

[2]  B. Skinner,et al.  Some quantitative properties of anxiety , 1941 .

[3]  S. Kaplan The Physiology of Thought , 1950 .

[4]  K. Frisch Bees: their vision, chemical senses, and language , 1950 .

[5]  M. Lindauer Time-compensated sun orientation in bees. , 1960, Cold Spring Harbor symposia on quantitative biology.

[6]  George Adrian Horridge,et al.  Learning of leg position by the ventral nerve cord in headless insects , 1962, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[7]  E. Eisenstein,et al.  Learning in an isolated prothoracic insect ganglion , 1965 .

[8]  John Garcia,et al.  Relation of cue to consequence in avoidance learning , 1966 .

[9]  G. Hoyle An isolated insect ganglion-nerve-muscle preparation. , 1966, The Journal of experimental biology.

[10]  M. Dennis Electrophysiology of the visual system in a nudibranch mollusc. , 1967, Journal of Neurophysiology.

[11]  R. Rescorla Probability of shock in the presence and absence of CS in fear conditioning. , 1968, Journal of comparative and physiological psychology.

[12]  P. Rozin Adaptive food sampling patterns in vitamin deficient rats. , 1969, Journal of comparative and physiological psychology.

[13]  Irving Kupfermann,et al.  Neuronal Correlates of Habituation and Dishabituation of the Gill-Withdrawal Reflex in Aplysia , 1970, Science.

[14]  E. Kandel,et al.  Habituation and Dishabituation of the GM-Withdrawal Reflex in Aplysia , 1970, Science.

[15]  M C Nelson,et al.  Classical conditioning in the blowfly (Phormia regina): associative and excitatory factors. , 1971, Journal of comparative and physiological psychology.

[16]  P. Rozin,et al.  Specific hungers and poison avoidance as adaptive specializations of learning. , 1971, Psychological review.

[17]  S. Ratner Habituation and retention of habituation in the leech (Macrobdella decora). , 1972, Journal of comparative and physiological psychology.

[18]  R. Wehner Pattern Modulation and Pattern Detection in the Visual System of Hymenoptera , 1972 .

[19]  Randolf Menzel,et al.  The Influence of the Quantity of Reward On the Learning Performance in Honeybees , 1972 .

[20]  Daniel L. Alkon,et al.  Responses of Photoreceptors in Hermissenda , 1972, The Journal of general physiology.

[21]  R. Rescorla,et al.  Associations in second-order conditioning and sensory preconditioning. , 1972, Journal of comparative and physiological psychology.

[22]  R. Rescorla,et al.  A theory of Pavlovian conditioning : Variations in the effectiveness of reinforcement and nonreinforcement , 1972 .

[23]  P. N. Strong,et al.  Classical conditioning in the leechMacrobdella Ditetra as a function of CS and UCS intensity , 1972, Conditional reflex.

[24]  W. Davis,et al.  Learning: Classical and Avoidance Conditioning in the Mollusk Pleurobranchaea , 1973, Science.

[25]  W. Davis,et al.  Distributed neuronal oscillators and efference copy in the feeding system of Pleurobranchaea. , 1973, Journal of neurophysiology.

[26]  N. Mackintosh The psychology of animal learning , 1974 .

[27]  D. Alkon Associative Training of Hermissenda , 1974, The Journal of general physiology.

[28]  William J. Davis,et al.  Neuronal Substrates of Behavioral Hierarchies and Associative Learning in Pleurobranchaea , 1974 .

[29]  E. Kandel,et al.  A quantal analysis of the synaptic depression underlying habituation of the gill-withdrawal reflex in Aplysia. , 1974, Proceedings of the National Academy of Sciences of the United States of America.

[30]  E. Kandel,et al.  Receptive fields and response properties of mechanoreceptor neurons innervating siphon skin and mantle shelf in Aplysia. , 1974, Journal of neurophysiology.

[31]  A. Gelperin Rapid food-aversion learning by a terrestrial mollusk. , 1975, Science.

[32]  F. Magni,et al.  The neuron of the fast conducting system in hirudo medicinalis: identification and synaptic connections with primary afferent neurons. , 1975, Archives italiennes de biologie.

[33]  E. Kandel,et al.  Presynaptic facilitation as a mechanism for behavioral sensitization in Aplysia. , 1976, Science.

[34]  E R Kandel,et al.  Synaptic facilitation and behavioral sensitization in Aplysia: possible role of serotonin and cyclic AMP. , 1976, Science.

[35]  Y. Jan,et al.  dunce, a mutant of Drosophila deficient in learning. , 1976, Proceedings of the National Academy of Sciences of the United States of America.

[36]  R. Chase,et al.  A long-term memory for food odors in the land snail, Achatina fulica. , 1977, Behavioral biology.

[37]  Siegler Mv Motor neurone coordination and sensory modulation in the feeding system of the mollusc Pleurobranchaea californica. , 1977 .

[38]  G. Hoyle,et al.  Neural events underlying learning in insects: changes in pacemaker , 1977, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[39]  G. Hoyle,et al.  Computer-controlled learning in a simple system , 1977, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[40]  M E Bitterman,et al.  Modification of attention in honey bees. , 1978, Science.

[41]  B. Jahan-Parwar,et al.  Control of pedal and parapodial movements in Aplysia. II. Cerebral ganglion neurons. , 1978, Journal of neurophysiology.

[42]  A. Gelperin,et al.  Feeding motor program in Limax. I. Neuromuscular correlates and control by chemosensory input. , 1978, Journal of neurobiology.

[43]  J. Erber Response characteristics and after effects of multimodal neurons in the mushroom body area of the honey bee , 1978 .

[44]  A. D. McClellan,et al.  Learning: a model system for physiological studies. , 1978, Science.

[45]  E. Kandel,et al.  Presynaptic modulation of voltage-dependent Ca2+ current: mechanism for behavioral sensitization in Aplysia californica. , 1978, Proceedings of the National Academy of Sciences of the United States of America.

[46]  T. Crow,et al.  Retention of an associative behavioral change in Hermissenda. , 1978, Science.

[47]  I Kupfermann,et al.  Motor control of buccal muscles in Aplysia. , 1978, Journal of neurophysiology.

[48]  M. Kovac,et al.  Command neurons in Pleurobranchaea receive synaptic feedback from the motor network they excite. , 1978, Science.

[49]  R. M. Rose,et al.  Central generation of bursting in the feeding system of the snail, Lymnaea stagnalis. , 1979, The Journal of experimental biology.

[50]  D. Alkon Voltage-dependent calcium and potassium ion conductances: a contingency mechanism for an associative learning model. , 1979, Science.

[51]  W. Quinn,et al.  The Drosophila memory mutant amnesiac , 1979, Nature.

[52]  T. Crow,et al.  Reduced behavioral variability in laboratory-reared Hermissenda crassicornis (Eschscholtz, 1831) Opisthobranchia: nudibranchia) , 1979, Brain Research.

[53]  I. Kupfermann,et al.  Response properties and synaptic connections of mechanoafferent neurons in cerebral ganglion of Aplysia. , 1979, Journal of neurophysiology.

[54]  E. Kandel,et al.  Motorneuronal control of locomotion in Aplysia , 1979, Brain Research.

[55]  R. W. Siegel,et al.  Conditioned responses in courtship behavior of normal and mutant Drosophila. , 1979, Proceedings of the National Academy of Sciences of the United States of America.

[56]  Central and peripheral control of siphon-withdrawal reflex in Aplysia californica. , 1979, Journal of neurophysiology.

[57]  Sensitization in Aplysia: restoration of transmission in synapses inactivated by long-term habituation. , 1979, Science.

[58]  R. M. Rose,et al.  The relationship of the central motor pattern to the feeding cycle of Lymnaea stagnalis. , 1979, The Journal of experimental biology.

[59]  R. Menzel,et al.  Localization of short‐term memory in the brain of the bee, Apis mellifera , 1980 .

[60]  A. Gelperin,et al.  Feeding motor programme in Limax. II. Modulation by sensory inputs in intact animals and isolated central nervous systems. , 1980, The Journal of experimental biology.

[61]  G. Hoyle Learning, using natural reinforcements, in insect preparations that permit cellular neuronal analysis. , 1980, Journal of neurobiology.

[62]  D. Alkon CELLULAR ANALYSIS OF A GASTROPOD (HERMISSENDA CRASSICORNIS) MODEL OF ASSOCIATIVE LEARNING , 1980 .

[63]  C. Mccrohan,et al.  Synaptic relationships of the cerebral giant cells with motoneurones in the feeding system of Lymnaea stagnalis. , 1980, The Journal of experimental biology.

[64]  D. Alkon,et al.  Associative Behavioral Modification in Hermissenda: Cellular Correlates , 1980, Science.

[65]  A. Gelperin,et al.  Rapid taste-aversion learning by an isolated molluscan central nervous system. , 1980, Proceedings of the National Academy of Sciences of the United States of America.

[66]  E. Kandel,et al.  Mechanism of calcium current modulation underlying presynaptic facilitation and behavioral sensitization in Aplysia. , 1980, Proceedings of the National Academy of Sciences of the United States of America.

[67]  M. E. Bitterman,et al.  Some phenomena of associative learning in honeybees. , 1980 .

[68]  W. Davis,et al.  Action-potential broadening and endogenously sustained bursting are substrates of command ability in a feeding neuron of Pleurobranchaea. , 1980, Journal of neurophysiology.

[69]  R. M. Rose,et al.  Interneuronal circuitry underlying cyclical feeding in gastropod molluscs , 1980, Trends in Neurosciences.

[70]  E. Kandel,et al.  Classical conditioning in a simple withdrawal reflex in Aplysia californica , 1981, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[71]  E. Kandel,et al.  Associative Learning in Aplysia: evidence for conditioned fear in an invertebrate. , 1981, Science.

[72]  J. Erber,et al.  Neural correlates of learning in the honeybee , 1981, Trends in Neurosciences.

[73]  D. Alkon,et al.  Change in a specific phosphoprotein band following associative learning in Hermissenda , 1981, Nature.

[74]  R. M. Rose,et al.  Interneuronal Control of Feeding in the Pond Snail Lymnaea Stagnalis: II. The Interneuronal Mechanism Generating Feeding Cycles , 1981 .

[75]  E R Kandel,et al.  Interneurons involved in mediation and modulation of gill-withdrawal reflex in Aplysia. I. Identification and characterization. , 1981, Journal of neurophysiology.

[76]  E. Kandel,et al.  Interneurons involved in mediation and modulation of gill-withdrawal reflex in Aplysia. II. Identified neurons produce heterosynaptic facilitation contributing to behavioral sensitization. , 1981, Journal of neurophysiology.

[77]  E. Kandel,et al.  Interneurons involved in mediation and modulation of gill-withdrawal reflex in Aplysia. IV. Morphological basis of presynaptic facilitation. , 1981, Journal of neurophysiology.

[78]  W. Quinn,et al.  Conditioning of leg position in normal and mutant Drosophila. , 1981, Proceedings of the National Academy of Sciences of the United States of America.

[79]  R. M. Rose,et al.  INTERNEURONAL CONTROL OF FEEDING IN THE POND SNAIL LYMNAEA STAGNALIS I. INITIATION OF FEEDING CYCLES BY A SINGLE BUCCAL INTERNEURONE , 1981 .

[80]  Ronald L. Davis,et al.  Defect in cyclic AMP phosphodiesterase due to the dunce mutation of learning in Drosophila melanogaster , 1981, Nature.

[81]  D L Alkon,et al.  Calcium-mediated decrease of a voltage-dependent potassium current. , 1982, Biophysical journal.

[82]  L. Kauvar Defective cyclic adenosine 3':5'-monophosphate phosphodiesterase in the Drosophila memory mutant dunce , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[83]  Functional and structural correlates of cell size in paracerebral neurons of Pleurobranchaea californica. , 1982, Journal of neurophysiology.

[84]  M. Bitterman,et al.  Compound conditioning in honeybees. , 1982 .

[85]  E. Kandel,et al.  Facilitatory transmitter causes a selective and prolonged increase in adenosine 3':5'-monophosphate in sensory neurons mediating the gill and siphon withdrawal reflex in Aplysia , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[86]  G. Audesirk,et al.  Rapid, nonaversive conditioning in a freshwater gastropod. II. Effects of temporal relationships on learning. , 1982, Behavioral and neural biology.

[87]  E. Kandel,et al.  Inhibitor of adenosine 3':5'-monophosphate-dependent protein kinase blocks presynaptic facilitation in Aplysia , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[88]  W. Quinn,et al.  Three Drosophila mutations that block associative learning also affect habituation and sensitization. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[89]  E R Kandel,et al.  Serotonin modulates a specific potassium current in the sensory neurons that show presynaptic facilitation in Aplysia. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[90]  W. Davis,et al.  Substrates of command ability in a buccal neuron of Pleurobranchaea - I. Mechanisms of action potential broadening , 1982 .

[91]  Elisabeth Folkers,et al.  Visual learning and memory of Drosophila melanogaster wild type CS and the mutants dunce1, amnesiac, turnip and rutabaga , 1982 .

[92]  E. Kandel,et al.  Serotonin and cyclic AMP close single K+ channels in Aplysia sensory neurones , 1982, Nature.

[93]  B. A. Cartwright,et al.  How honey bees use landmarks to guide their return to a food source , 1982, Nature.

[94]  G. Hoyle Cellular Basis of Operant-Conditioning of Leg Position , 1982 .

[95]  F. Belardetti,et al.  Role of serotonin and cyclic AMP on facilitation of the fast conducting system activity in the leechHirudo Medicinalis , 1982, Brain Research.

[96]  A. Gelperin,et al.  Dopamine elicits feeding motor program in Limax maximus , 1983, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[97]  A. Gelperin,et al.  Feeding and a serotonergic interneuron activate an identified autoactive salivary neuron in Limax maximus , 1983 .

[98]  A. Gelperin,et al.  One-trial associative learning by an isolated molluscan CNS: Use of different chemoreceptors for training and testing , 1983, Brain Research.

[99]  C D Woody,et al.  Rapid acquisition of conditioned eye blink responses in cats following pairing of an auditory CS with glabella tap US and hypothalamic stimulation. , 1983, Journal of neurophysiology.

[100]  E. Kandel,et al.  A cellular mechanism of classical conditioning in Aplysia: activity-dependent amplification of presynaptic facilitation. , 1983, Science.

[101]  T. Crow,et al.  Modification of the initiation of locomotion inHermissenda: Behavioral analysis , 1983, Brain Research.

[102]  J. Byrne,et al.  Associative conditioning of single sensory neurons suggests a cellular mechanism for learning. , 1983, Science.

[103]  W. Quinn,et al.  Reward learning in normal and mutant Drosophila. , 1983, Proceedings of the National Academy of Sciences of the United States of America.

[104]  M. Bitterman,et al.  Learning by Honeybees in an Unnatural Situation , 1983 .

[105]  D. Alkon,et al.  Protein phosphorylation/dephosphorylation and the transient, voltage-dependent potassium conductance in Hermissenda crassicornis. , 1983, The Journal of biological chemistry.

[106]  C. Woody,et al.  Effects of hypothalamic stimulation on unit responses recorded from neurons of sensorimotor cortex of awake cats during conditioning. , 1983, Journal of neurophysiology.

[107]  E. Kandel,et al.  Mechanoafferent neurons innervating tail of Aplysia. I. Response properties and synaptic connections. , 1983, Journal of neurophysiology.

[108]  D. L. Alkon,et al.  Membrane changes in a single photoreceptor cause associative learning in Hermissenda. , 1983, Science.

[109]  S. Shotwell Cyclic adenosine 3':5'-monophosphate phosphodiesterase and its role in learning in Drosophila , 1983, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[110]  M. Bitterman,et al.  Classical conditioning of proboscis extension in honeybees (Apis mellifera). , 1983, Journal of comparative psychology.

[111]  Abraham J Susswein,et al.  A learned change of response to inedible food in Aplysia. , 1983, Behavioral and neural biology.

[112]  M. Kovac,et al.  Organization of synaptic inputs to paracerebral feeding command interneurons of Pleurobranchaea californica. III. Modifications induced by experience. , 1983, Journal of neurophysiology.

[113]  John H. Byrne,et al.  Slow depolarization produced by associative conditioning of Aplysia sensory neurons may enhance Ca2+ entry , 1983, Brain Research.

[114]  M S Livingstone,et al.  Learning and memory in Drosophila, studied with mutants. , 1983, Cold Spring Harbor symposia on quantitative biology.

[115]  Y. Dudai,et al.  Abnormal activity of adenylate cyclase in the Drosophila memory mutant rutabaga , 1983, Neuroscience Letters.

[116]  E. Kandel,et al.  Classical conditioning and sensitization share aspects of the same molecular cascade in Aplysia. , 1983, Cold Spring Harbor symposia on quantitative biology.

[117]  D. Alkon Learning in a marine snail. , 1983, Scientific American.

[118]  Elicitation and abrupt termination of behaviorally significant catchlike tension in a primitive insect. , 1983, Journal of neurobiology.

[119]  J. Byrne,et al.  Forskolin mimics and blocks a serotonin-sensitive decreased K+ conductance in tail sensory neurons of Aplysia , 1984, Neuroscience Letters.

[120]  W. Quinn,et al.  Work in Invertebrates on the Mechanisms Underlying Learning , 1984 .

[121]  J. Ono,et al.  Imunocytochemical localization and direct assays of serotonin-containing neurons in Aplysia , 1984, Neuroscience.

[122]  E. Kandel,et al.  Two endogenous neuropeptides modulate the gill and siphon withdrawal reflex in Aplysia by presynaptic facilitation involving cAMP-dependent closure of a serotonin-sensitive potassium channel. , 1984, Proceedings of the National Academy of Sciences of the United States of America.

[123]  S. Zill,et al.  Leg position learning by an insect: II. Motor strategies underlying learned leg extension. , 1984, Journal of neurobiology.

[124]  E. Kandel,et al.  A test of Hebb's postulate at identified synapses which mediate classical conditioning in Aplysia , 1984, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[125]  Abraham J Susswein,et al.  A neural pathway for learning that food is inedible in Aplysia , 1984, Brain Research.

[126]  R. Hawkins,et al.  Evidence that activity dependent facilitation underlying classical conditioning in aplysia involves modulation of the same ionic current as normal presynaptic facilitation , 1984 .

[127]  M. Livingstone,et al.  Loss of calcium/calmodulin responsiveness in adenylate cyclase of rutabaga, a Drosophila learning mutant , 1984, Cell.

[128]  Timothy Tully Drosophila Learning: Behavior and biochemistry , 1984, Behavior genetics.

[129]  R. Forman Leg position learning by an insect. I. A heat avoidance learning paradigm. , 1984, Journal of neurobiology.

[130]  J. Byrne,et al.  Long-term enhancement produced by activity-dependent modulation of Aplysia sensory neurons , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[131]  J. Byrne,et al.  Associative conditioning analog selectively increases cAMP levels of tail sensory neurons in Aplysia. , 1985, Proceedings of the National Academy of Sciences of the United States of America.

[132]  J. L. Gould How Bees Remember Flower Shapes , 1985, Science.

[133]  J. Rawlins,et al.  Habituation of the shortening reflex in the medicinal leech. , 1985, Behavioral neuroscience.

[134]  T. Crow,et al.  Conditioned modification of phototactic behavior in Hermissenda. II. Differential adaptation of B-photoreceptors , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[135]  T. Crow Conditioned modification of phototactic behavior in Hermissenda. I. Analysis of light intensity , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[136]  E. R. Kandel,et al.  Cyclic AMP-dependent protein kinase closes the serotonin-sensitive K+channels of Aplysia sensory neurones in cell-free membrane patches , 1985, Nature.

[137]  Yadin Dudai,et al.  Genes, enzymes and learning in Drosophila , 1985, Trends in Neurosciences.

[138]  D. Alkon,et al.  Input and output changes of an identified neural pathway are correlated with associative learning in Hermissenda , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[139]  T. Carew,et al.  Operant conditioning of head waving in Aplysia. , 1986, Proceedings of the National Academy of Sciences of the United States of America.

[140]  E. Kandel,et al.  Effects of interstimulus interval and contingency on classical conditioning of the Aplysia siphon withdrawal reflex , 1986, The Journal of neuroscience : the official journal of the Society for Neuroscience.