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	Author	Schmidt, M.; Lipson, H.
	Title	Distilling Free-Form Natural Laws from Experimental Data			Type	Journal Article
	Year	2009	Publication	Science	Abbreviated Journal	Science
	Volume	324	Issue	5923	Pages	81-85
	Keywords
	Abstract	For centuries, scientists have attempted to identify and document analytical laws that underlie physical phenomena in nature. Despite the prevalence of computing power, the process of finding natural laws and their corresponding equations has resisted automation. A key challenge to finding analytic relations automatically is defining algorithmically what makes a correlation in observed data important and insightful. We propose a principle for the identification of nontriviality. We demonstrated this approach by automatically searching motion-tracking data captured from various physical systems, ranging from simple harmonic oscillators to chaotic double-pendula. Without any prior knowledge about physics, kinematics, or geometry, the algorithm discovered Hamiltonians, Lagrangians, and other laws of geometric and momentum conservation. The discovery rate accelerated as laws found for simpler systems were used to bootstrap explanations for more complex systems, gradually uncovering the “alphabet” used to describe those systems.
	Address
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language		Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Area		Expedition		Conference
	Notes	10.1126/science.1165893			Approved	no
	Call Number	Equine Behaviour @ team @			Serial	5264
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	Author	Crook, J.H.
	Title	On attributing consciousness to animals			Type	Journal Article
	Year	1983	Publication	Nature	Abbreviated Journal	Nature
	Volume	303	Issue	5912	Pages	11-14
	Keywords	Animals; Behavior, Animal; Cognition; Consciousness; Evolution; Learning
	Abstract
	Address
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	0028-0836	ISBN		Medium
	Area		Expedition		Conference
	Notes	PMID:6843653			Approved	no
	Call Number	Equine Behaviour @ team @			Serial	2795
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	Author	Danchin, E.; Giraldeau, L.-A.; Valone, T.J.; Wagner, R.H.
	Title	Public information: from nosy neighbors to cultural evolution			Type	Journal Article
	Year	2004	Publication	Science (New York, N.Y.)	Abbreviated Journal	Science
	Volume	305	Issue	5683	Pages	487-491
	Keywords	Animals; Behavior, Animal; Cues; Cultural Evolution; *Decision Making; Environment; Evolution; Feeding Behavior; Female; Genes; Humans; Male; Reproduction; Sexual Behavior, Animal
	Abstract	Psychologists, economists, and advertising moguls have long known that human decision-making is strongly influenced by the behavior of others. A rapidly accumulating body of evidence suggests that the same is true in animals. Individuals can use information arising from cues inadvertently produced by the behavior of other individuals with similar requirements. Many of these cues provide public information about the quality of alternatives. The use of public information is taxonomically widespread and can enhance fitness. Public information can lead to cultural evolution, which we suggest may then affect biological evolution.
	Address	U.P.M.C. CNRS-UMR7625, Bat A-7e etage-Case 237, 7 quai Saint Bernard, 75252 Paris Cedex 05, France. edanchin@snv.jussieu.fr
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	1095-9203	ISBN		Medium
	Area		Expedition		Conference
	Notes	PMID:15273386			Approved	no
	Call Number				Serial	2131
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	Author	Subiaul, F.; Cantlon, J.F.; Holloway, R.L.; Terrace, H.S.
	Title	Cognitive imitation in rhesus macaques			Type	Journal Article
	Year	2004	Publication	Science (New York, N.Y.)	Abbreviated Journal	Science
	Volume	305	Issue	5682	Pages	407-410
	Keywords	Animals; Cognition; Imitative Behavior; Learning; Macaca mulatta/physiology/psychology; Male
	Abstract	Experiments on imitation typically evaluate a student's ability to copy some feature of an expert's motor behavior. Here, we describe a type of observational learning in which a student copies a cognitive rule rather than a specific motor action. Two rhesus macaques were trained to respond, in a prescribed order, to different sets of photographs that were displayed on a touch-sensitive monitor. Because the position of the photographs varied randomly from trial to trial, sequences could not be learned by motor imitation. Both monkeys learned new sequences more rapidly after observing an expert execute those sequences than when they had to learn new sequences entirely by trial and error.
	Address	Department of Anthropology, Columbia University, New York, NY 10027, USA. subiaul@aol.com
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	1095-9203	ISBN		Medium
	Area		Expedition		Conference
	Notes	PMID:15256673			Approved	no
	Call Number	Equine Behaviour @ team @			Serial	2839
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	Author	Clutton-Brock, T.H.; Russell, A.F.; Sharpe, L.L.; Brotherton, P.N.; McIlrath, G.M.; White, S.; Cameron, E.Z.
	Title	Effects of helpers on juvenile development and survival in meerkats			Type	Journal Article
	Year	2001	Publication	Science (New York, N.Y.)	Abbreviated Journal	Science
	Volume	293	Issue	5539	Pages	2446-2449
	Keywords	Animals; Breeding; Carnivora/growth & development/physiology; Cooperative Behavior; Feeding Behavior; Female; Male; Survival Rate; *Weight Gain
	Abstract	Although breeding success is known to increase with group size in several cooperative mammals, the mechanisms underlying these relationships are uncertain. We show that in wild groups of cooperative meerkats, Suricata suricatta, reductions in the ratio of helpers to pups depress the daily weight gain and growth of pups and the daily weight gain of helpers. Increases in the daily weight gain of pups are associated with heavier weights at independence and at 1 year of age, as well as with improved foraging success as juveniles and higher survival rates through the first year of life. These results suggest that the effects of helpers on the fitness of pups extend beyond weaning and that helpers may gain direct as well as indirect benefits by feeding pups.
	Address	Department of Zoology, University of Cambridge, Downing Street, Cambridge CB2 3EJ, UK. thcb@hermes.cam.ac.uk
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	0036-8075	ISBN		Medium
	Area		Expedition		Conference
	Notes	PMID:11577235			Approved	no
	Call Number	refbase @ user @			Serial	414
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	Author	Clutton-Brock, T.H.
	Title	Primate social organisation and ecology			Type	Journal Article
	Year	1974	Publication		Abbreviated Journal	Nature
	Volume	250	Issue	5467	Pages	539-542
	Keywords
	Abstract	Attempts to relate interspecific differences in social organisation among primates to gross differences in habitat or diet type have been largely unsuccessful. This is probably partly because distantly related species have adapted to similar ecological situations in different ways and partly because much finer ecological differences are important.
	Address
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language		Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN		ISBN		Medium
	Area		Expedition		Conference
	Notes	10.1038/250539a0			Approved	no
	Call Number	Equine Behaviour @ team @			Serial	4730
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	Author	Brannon, E.M.; Terrace, H.S.
	Title	Ordering of the numerosities 1 to 9 by monkeys			Type	Journal Article
	Year	1998	Publication	Science (New York, N.Y.)	Abbreviated Journal	Science
	Volume	282	Issue	5389	Pages	746-749
	Keywords	Animals; Discrimination (Psychology); Macaca mulatta/psychology; Mathematics; Mental Processes
	Abstract	A fundamental question in cognitive science is whether animals can represent numerosity (a property of a stimulus that is defined by the number of discriminable elements it contains) and use numerical representations computationally. Here, it was shown that rhesus monkeys represent the numerosity of visual stimuli and detect their ordinal disparity. Two monkeys were first trained to respond to exemplars of the numerosities 1 to 4 in an ascending numerical order (1 --> 2 --> 3 --> 4). As a control for non-numerical cues, exemplars were varied with respect to size, shape, and color. The monkeys were later tested, without reward, on their ability to order stimulus pairs composed of the novel numerosities 5 to 9. Both monkeys responded in an ascending order to the novel numerosities. These results show that rhesus monkeys represent the numerosities 1 to 9 on an ordinal scale.
	Address	Department of Psychology, Columbia University, New York, NY 10027, USA. liz@psych.columbia.edu
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	0036-8075	ISBN		Medium
	Area		Expedition		Conference
	Notes	PMID:9784133			Approved	no
	Call Number	refbase @ user @			Serial	606
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	Author	Houpt, K.A.; Perry, P.J.; Hintz, H.F.; Houpt, T.R.
	Title	Effect of meal frequency on fluid balance and behavior of ponies			Type	Journal Article
	Year	1988	Publication	Physiology & behavior	Abbreviated Journal	Physiol. Behav.
	Volume	42	Issue	5	Pages	401-407
	Keywords	Animals; Behavior, Animal/physiology; Blood Proteins/analysis; Eating; Female; Hematocrit; Horses/blood/physiology; Osmolar Concentration; Water-Electrolyte Balance
	Abstract	Twelve ponies were fed their total daily ration either as one large meal or divided into six small meals. Pre- and post-feeding behavior was recorded six times a day. Blood samples were taken for 30 min before and two hr after the meal. Plasma protein increased from 7.0 to a peak of 7.3 g/dl with small meals and from 7.3 to 8.1 g/dl with large meals, and returned to pre-feeding levels by 90 min post-feeding. Hematocrit rose from 33.3 to 34.1% with small meals and from 33.0 to 36.0% with large meals. These rapid and short-lived increases indicate a decrease in plasma volume. Plasma osmolality rose with feeding from 283 to 285 mosmoles/kg with small meals and from 281 to 288 mosmoles/kg with large meals. Water availability had no significant effect on blood changes. Digestibility and rate of passage were measured with chromic oxide, but there were no differences. Vocalizing (neighing) and walking occurred more often before than after feeding, while eating bedding and engaging in other oral behaviors were more frequent after feeding.
	Address	Department of Physiology, New York State College of Veterinary Medicine, Cornell University, Ithaca 14853
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	0031-9384	ISBN		Medium
	Area		Expedition		Conference
	Notes	PMID:3393599			Approved	no
	Call Number	refbase @ user @			Serial	47
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	Author	Houpt, K.A.; Parsons, M.S.; Hintz, H.F.
	Title	Learning ability of orphan foals, of normal foals and of their mothers			Type	Journal Article
	Year	1982	Publication	Journal of animal science	Abbreviated Journal	J. Anim Sci.
	Volume	55	Issue	5	Pages	1027-1032
	Keywords	Age Factors; Animals; Body Weight; Dominance-Subordination; Female; Horses/physiology; Learning; Maternal Deprivation; Mothers/psychology
	Abstract	The maze learning ability of six pony foals that had been weaned at birth was compared to that of six foals reared normally. The foals' learning ability was also compared to their mothers' learning ability at the same task; the correct turn in a single choice point maze. The maze learning test was conducted when the foals were 6 to 8 mo old and after the mothered foals had been weaned. There was no significant difference between the ability of orphaned (weaned at birth) and mothered foals in their ability to learn to turn left (6 +/- .7 and 5.1 +/- .1 trials, respectively) or to learn the reversal, to turn right (6.7 +/- .6 and 6.2 +/- .6 trials, respectively). The orphan foals spent significantly more time in the maze in their first exposure to it than the mothered foals (184 +/- 42 vs 55 +/- 15 s. Mann Whitney U = 7, P less than .05). The mothers of the foals (n = 11) learned to turn left as rapidly as the foals (5.9 +/- .7 trials), but they were slower to learn to turn right (9.8 +/- 1.4 vs 6.4 +/- .4 trials, Mann Whitney U = 33, P less than .05), indicating that the younger horses learned more rapidly. There was no correlation between the trials to criteria of the mare and those of her foal, but there was a significant negative correlation between rank in trials to criteria and age (r = -65, P less than .05) when data from the mare and foal trials were combined. The dominance hierarchy of the mares was determined using a paired feeding test in which two horses competed for one bucket of feed. Although there was no correlation between rank in the hierarchy and maze learning ability, there was a correlation between body weight and rank in the hierarchy (r = .7, P less than .05). This may indicate either that heavier horses are likely to be dominant or that horses high in dominance gain more weight. Maternal deprivation did not appear to seriously retard learning of a simple maze by foals, although the orphans moved more slowly initially. The lack of maternal influence on learning is also reflected in the lack of correlation between the mare's learning ability and that of her foal. Young horses appear to learn more rapidly than older horses.
	Address
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	0021-8812	ISBN		Medium
	Area		Expedition		Conference
	Notes	PMID:7174546			Approved	no
	Call Number	refbase @ user @			Serial	58
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	Author	Harman, F.S.; Nicol, C.J.; Marin, H.E.; Ward, J.M.; Gonzalez, F.J.; Peters, J.M.
	Title	Peroxisome proliferator-activated receptor-delta attenuates colon carcinogenesis			Type	Journal Article
	Year	2004	Publication	Nature medicine	Abbreviated Journal	Nat Med
	Volume	10	Issue	5	Pages	481-483
	Keywords	Animals; Azoxymethane/toxicity; Colonic Neoplasms/etiology/genetics/prevention & control; Colonic Polyps/etiology/genetics/pathology/prevention & control; Disease Models, Animal; Mice; Mice, Knockout; Mice, Mutant Strains; Phenotype; Receptors, Cytoplasmic and Nuclear/deficiency/genetics/physiology; Transcription Factors/deficiency/genetics/*physiology
	Abstract	Peroxisome proliferator-activated receptor-delta (PPAR-delta; also known as PPAR-beta) is expressed at high levels in colon tumors, but its contribution to colon cancer is unclear. We examined the role of PPAR-delta in colon carcinogenesis using PPAR-delta-deficient (Ppard(-/-)) mice. In both the Min mutant and chemically induced mouse models, colon polyp formation was significantly greater in mice nullizygous for PPAR-delta. In contrast to previous reports suggesting that activation of PPAR-delta potentiates colon polyp formation, here we show that PPAR-delta attenuates colon carcinogenesis.
	Address	Department of Veterinary Science and The Center for Molecular Toxicology and Carcinogenesis, The Pennsylvania State University, University Park, Pennsylvania 16802, USA. jmp21@psu.edu
	Corporate Author				Thesis
	Publisher		Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	1078-8956	ISBN		Medium
	Area		Expedition		Conference
	Notes	PMID:15048110			Approved	no
	Call Number	refbase @ user @			Serial	77
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