Gold JI, Law C-T, Connolly P, Bennur S. The relative influences of priors and sensory evidence on an oculomotor decision variable during perceptual learning. J Neurophysiol 100: 2653-2668. First published August 27, 2008 doi:10.1152/jn.90629.2008. Choice behavior on simple sensory-motor tasks can exhibit trial-to-trial dependencies. For perceptual tasks, these dependencies reflect the influence of prior trials on choices that are also guided by sensory evidence, which is often independent across trials. Here we show that the relative influences of prior trials and sensory evidence on choice behavior can be shaped by training, such that prior influences are strongest when perceptual sensitivity to the relevant sensory evidence is weakest and then decline steadily as sensitivity improves. We trained monkeys to decide the direction of random-dot motion and indicate their decision with an eye movement. We characterized sequential dependencies by relating current choices to weighted averages of prior choices. We then modeled behavior as a drift-diffusion process, in which the weighted average of prior choices provided an additive offset to a decision variable that integrated incoming motion evidence to govern choice. The average magnitude of offset within individual training sessions declined steadily as the quality of the integrated motion evidence increased over many months of training. The trial-by-trial magnitude of offset was correlated with signals related to developing commands that generate the oculomotor response but not with neural activity in either the middle temporal area, which represents information about the motion stimulus, or the lateral intraparietal area, which represents the sensory-motor conversion. The results suggest that training can shape the relative contributions of expectations based on prior trends and incoming sensory evidence to select and prepare visually guided actions. I N T R O D U C T I O NPerformance on trial-based sensory-motor tasks can exhibit numerous forms of sequential dependence. For example, both response times and choice are sensitive to effects of the previous trial, including repeated actions, task switching, and errors (Botvinick et al. 2001;Cho et al. 2002;Laming 1979Laming 1968Luce 1986). For tasks in which reward probability depends on sequential patterns of choices, these dependencies can reflect rational strategies for choosing future outcomes based on prior history Behrens et al. 2007;Corrado et al. 2005;Davidson and McCarthy 1988;Herrnstein 1961;Kennerley et al. 2006;Lau and Glimcher 2005;Sugrue et al. 2004;Williams 1988). In contrast, for perceptual tasks in which the present stimulus is the exclusive factor determining the rewarded choice, these dependencies can only hinder performance. The goal of this study was to better understand how these dependencies evolve as perceptual sensitivity to sensory cues that instruct the rewarded choice improves with training.We trained monkeys on a one-interval, two-alternative direction-discrimination task in which they d...

People with schizophrenia exhibit impaired ability to modify electroencephalographic event-related potential (ERP) responses to novel stimuli. These deficits serve as a window into the abnormalities of neuronal organization and function and are thought to reflect a component of genetic vulnerability for schizophrenia. We describe differences among inbred mouse strains for ERPs following a novelty detection paradigm, as a model for genetic contributions to disease vulnerability. Auditory-evoked potentials were recorded during an auditory oddball task in nonanesthetized C57BL/6J, C3H/HeJ, and DBA/2J mice prior to and following ketamine (10 mg/kg). Stimuli consisted of 80 sets of 24 standard tones followed by one novel tone. Principal component analysis yielded four temporal components that contribute to the auditory ERP responses to standard and novel stimuli. Two principal components that varied between standard and novel stimuli also differed among inbred mouse strains. Post hoc analyses indicate that strain effects on novelty detection are due to a significant difference between the response to novel and standard tones in C3H/HeJ mice that is absent in the other two strains. Inbred strains of mice vary in their ability to perform neuronal detection of change in the auditory environment. The ability to model novelty detection deficits in mice will aid in identifying genetic contributions to abnormal neuronal organization in people with schizophrenia.

N-methyl-D-aspartate (NMDA) antagonists produce behavioral and electrophysiological effects similar to schizophrenia. The mouse P20, N40, and P80 event related potential (ERP) components were analyzed for genetic variance among inbred strains and ketamine-induced differences to model abnormalities in the P50, N100, and P200 in schizophrenia. Ketamine increased P20/N40 amplitude and decreased P80 amplitude. Therefore, the effects of ketamine in mice are inconsistent with alterations in the corresponding P50 and N100 in schizophrenia, suggesting that NMDA receptor dysfunction may not underlie abnormalities of these components in schizophrenia. However, the effects of ketamine on the mouse P80 were consistent with P200 ERP changes in schizophrenia and support the hypothesis that NMDA dysfunction may contribute to some neuronal abnormalities in schizophrenia. The current study lays the groundwork for defining the role of NMDA-mediated transmission for specific aspects of neuronal processing that vary with genetic background. Future studies could use transcription profiling to clarify such interactions between genetic background, specific neuronal circuits, and transmitter systems.

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