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Dive into the research topics where Kazuhiro Shishida is active.

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Featured researches published by Kazuhiro Shishida.


PLOS Computational Biology | 2005

Humans Can Adopt Optimal Discounting Strategy under Real-Time Constraints

Nicolas Schweighofer; Kazuhiro Shishida; Cheol E. Han; Yasumasa Okamoto; Saori C. Tanaka; Shigeto Yamawaki; Kenji Doya

Critical to our many daily choices between larger delayed rewards, and smaller more immediate rewards, are the shape and the steepness of the function that discounts rewards with time. Although research in artificial intelligence favors exponential discounting in uncertain environments, studies with humans and animals have consistently shown hyperbolic discounting. We investigated how humans perform in a reward decision task with temporal constraints, in which each choice affects the time remaining for later trials, and in which the delays vary at each trial. We demonstrated that most of our subjects adopted exponential discounting in this experiment. Further, we confirmed analytically that exponential discounting, with a decay rate comparable to that used by our subjects, maximized the total reward gain in our task. Our results suggest that the particular shape and steepness of temporal discounting is determined by the task that the subject is facing, and question the notion of hyperbolic reward discounting as a universal principle.


Neuropsychologia | 2008

Anterior cingulate cortex modulates preparatory activation during certain anticipation of negative picture

Keiichi Onoda; Yasumasa Okamoto; Shigeru Toki; Kazutaka Ueda; Kazuhiro Shishida; Akiko Kinoshita; Shinpei Yoshimura; Hidehisa Yamashita; Shigeto Yamawaki

We studied the neural activation associated with anticipations of emotional pictures using functional magnetic resonance imaging (fMRI) by directly comparing certain with uncertain anticipation conditions. While being scanned with fMRI, healthy participants (n=18) were cued to anticipate and then perceive emotional stimuli having predictable (i.e., certain) emotional valences (i.e., positive and negative), given a preceding cue, as well as cued stimuli of uncertain valence (positive or negative). During anticipation of pictures with certain negative valence, activities of supracallosal anterior cingulate cortex, ventrolateral prefrontal cortex, insula, and amygdala were enhanced relative activity levels that for the uncertain emotional anticipation condition. This result suggests that these brain regions are involved in anticipation of negative images, and that their activity levels may be enhanced by the certainty of anticipation. Furthermore, the supracallosal anterior cingulate cortex showed functional connectivity with the insula, prefrontal cortex, and occipital cortex during the certain negative anticipation. These findings are consistent with an interpretation that top-down modulation, arising from anterior brain regions, is engaged in certain negative anticipation within the occipital cortex. It is thought that the limbic system involving the amygdala, ACC, and insula, engaged emotional processes, and that the input system involving the visual cortex entered an idling state.


Brain Research | 2007

Anticipation of affective images and event-related desynchronization (ERD) of alpha activity : An MEG study

Keiichi Onoda; Yasumasa Okamoto; Kazuhiro Shishida; Akira Hashizume; Kazutaka Ueda; Hidehisa Yamashita; Shigeto Yamawaki

We investigated the event-related power decrease (event-related desynchronization: ERD) of the alpha bands associated with the anticipation of affective images. Participants (n=19) were presented with emotionally positive or negative images under different anticipatory conditions, and their brain responses were recorded using magnetoencephalography (MEG). In the Affective Cue conditions, the cue stimulus indicated the emotional valence (positive or negative) of the image. In the Null Cue condition, the cue stimulus did not include any information about the valence of the image, and in the No Cue condition, the affective image was presented without a preceding cue. The cues in the affective and null conditions were followed by emotional images. During the anticipation period for the affective image, the alpha ERD preceding an anticipated negative image was larger than that preceding an anticipated positive image; this effect had an occipital dominance. Furthermore, during the anticipation period, the lower-2-alpha ERD of the right frontal area showed the same result. These results demonstrate that anticipation of negative stimuli induced alpha ERD in both the visual and the right frontal cortex, indicating that top-down modulation may be provided by the right frontal cortex to the visual cortex.


The Journal of Pain | 2012

Sadness Enhances the Experience of Pain and Affects Pain-Evoked Cortical Activities: An MEG Study

Atsuo Yoshino; Yasumasa Okamoto; Keiichi Onoda; Kazuhiro Shishida; Shinpei Yoshimura; Yoshihiko Kunisato; Yoshihiko Demoto; Go Okada; Shigeru Toki; Hidehisa Yamashita; Shigeto Yamawaki

UNLABELLED Pain is a multidimensional phenomenon. Previous psychological studies have shown that a persons subjective pain threshold can change when certain emotions are recognized. We examined this association with magnetoencephalography. Magnetic field strength was recorded with a 306-channel neuromagnetometer while 19 healthy subjects (7 female, 12 male; age range = 20-30 years) experienced pain stimuli in different emotional contexts induced by the presentation of sad, happy, or neutral facial stimuli. Subjects also rated their subjective pain intensity. We hypothesized that pain stimuli were affected by sadness induced by facial recognition. We found: 1) the intensity of subjective pain ratings increased in the sad emotional context compared to the happy and the neutral contexts, and 2) event-related desynchronization of lower beta bands in the right hemisphere after pain stimuli was larger in the sad emotional condition than in the happy emotional condition. Previous studies have shown that event-related desynchronization in these bands could be consistently observed over the primary somatosensory cortex. These findings suggest that sadness can modulate neural responses to pain stimuli, and that brain processing of pain stimuli had already been affected, at the level of the primary somatosensory cortex, which is critical for sensory processing of pain. PERSPECTIVE We found that subjective pain ratings and cortical beta rhythms after pain stimuli are influenced by the sad emotional context. These results may contribute to understanding the broader relationship between pain and negative emotion.


Experimental Brain Research | 2011

Inter-individual discount factor differences in reward prediction are topographically associated with caudate activation

Keiichi Onoda; Yasumasa Okamoto; Yoshihiko Kunisato; Siori Aoyama; Kazuhiro Shishida; Go Okada; Saori C. Tanaka; Nicolas Schweighofer; Shuhei Yamaguchi; Kenji Doya; Shigeto Yamawaki

In general, humans tend to devalue a delayed reward. Such delay discounting is a theoretical and computational concept in which the discount factor influences the time scale of the trade-off between delay of reward and amount of reward. The discount factor relies on the individual’s ability to evaluate the future reward. Using functional magnetic resonance imaging, we investigated brain mechanisms for reward valuation at different individual discount factors in a delayed reward choice task. In the task, participants were required to select small/immediate or large/delayed rewards to maximize the total reward over time. The discount factor for each participant individually was calculated from the behavioral data based on an exponential discounting model. The estimated value of a future reward increases as the expected delivery approaches, so the time course of these estimated values was computed based on each individual’s discount factor; each was entered into the regression analysis as an explanatory (independent) variable. After the region of interest was narrowed anatomically to the caudate, a peak coordinate was detected in each individual. A correlation analysis revealed that the location of the peak along the dorsal–ventral axis in the right caudate was positively correlated with the discount factor. This implies that individuals who showed a larger discount factor had peak activations in a more dorsal part of the right caudate associated with future reward prediction. This evidence also suggests that a higher ability to delay reward prediction might be related to activation of the more dorsal caudate.


NeuroImage: Clinical | 2013

Distinctive neural responses to pain stimuli during induced sadness in patients with somatoform pain disorder: An fMRI study

Atsuo Yoshino; Yasumasa Okamoto; Shinpei Yoshimura; Kazuhiro Shishida; Shigeru Toki; Mitsuru Doi; Akihiko Machino; Takuji Fukumoto; Hidehisa Yamashita; Shigeto Yamawaki

Pain is a multidimensional phenomenon. Patients with somatoform pain disorder suffer from long-lasting pain, with the pathology being closely associated with cognitive–emotional components. Differences between these patients and controls in cerebral responses to pain stimuli have been reported. However, to our knowledge, no studies of somatoform pain disorder have evaluated altered pain-related brain activation as modulated by emotional dysregulation. We examined the distinct neural mechanism that is engaged in response to two different pain intensities in a sad emotional condition, performing functional magnetic resonance imaging (fMRI) on a group of 11 somatoform pain patients and an age-matched control group. Our results showed that the ratio for low-pain intensity ratings between the sad and neutral conditions in patients was higher than in controls. They also showed significant increased activation in the anterior/posterior insula in the low pain sadness condition. Furthermore, there was specific functional connectivity between the anterior insula and the parahippocampus in patients during presentation of low-pain stimuli in the sad context. These findings suggest that a negative emotional context such as sadness contributes to dysfunctional pain processing in somatoform pain disorder. Greater sensitivity to low levels of pain in an emotional context of sadness might be an important aspect of the psychopathology of somatoform pain disorder.


Journal of Affective Disorders | 2014

Hippocampal activation during associative encoding of word pairs and its relation to symptomatic improvement in depression: A functional and volumetric MRI study

Shigeru Toki; Yasumasa Okamoto; Keiichi Onoda; Tomoya Matsumoto; Shinpei Yoshimura; Yoshihiko Kunisato; Go Okada; Kazuhiro Shishida; Makoto Kobayakawa; Takuji Fukumoto; Akihiko Machino; Masatoshi Inagaki; Shigeto Yamawaki

BACKGROUND Altered emotional memory is one of the core cognitive functions that causes and maintains depression. Although many studies have investigated the relationship between hippocampal volume, depression and treatment response, no studies have investigated the relationship for hippocampal activity. Additionally, few studies have examined the relationship between functional and structural abnormalities in depression. METHODS We conducted a functional and volumetric MRI study investigating associative encoding of positive, negative and neutral word pairs in 13 healthy controls, and 14 untreated depressives. We carried out fMRI during a memory-encoding task at baseline. Treatment response was clinically assessed six weeks after pharmacotherapy began. Then, we explored the relation between brain activation during encoding of each word pair and symptomatic improvement. RESULTS Relative to controls, depressives exhibited decreased activity in the left hippocampus during encoding positive word pairs and, in contrast, increased activity in the right hippocampus during encoding negative or neutral word pairs. Poor response to treatment was associated with smaller activation within the left hippocampus during the memory encoding of positive word pairs. Overall results were not confounded by hippocampal volume. LIMITATIONS We could not appreciate any disease alteration during the retrieving phase. CONCLUSION We found qualitative differences in hippocampus functioning between depressives and healthy controls. In addition, the left hippocampus could have an effect on treatment response in depression by contributing to the dysfunctional encoding of positive information.


Neuropsychobiology | 2013

Automatic and Intentional Brain Responses during Evaluation of Face Approachability: Correlations with Trait Anxiety

Shigeru Toki; Yasumasa Okamoto; Keiichi Onoda; Akiko Kinoshita; Kazuhiro Shishida; Akihiko Machino; Takuji Fukumoto; Hidehisa Yamashita; Hiroshi Yoshida; Shigeto Yamawaki

Background: The judgment of the approachability of others based on their facial appearance often precedes social interaction. Whether we ultimately approach or avoid others may depend on such judgments. Method: We used functional magnetic resonance imaging to determine the neural basis for such approachability judgments and the relationship between these judgments and trait anxiety. Participants viewed ambiguous (i.e. neutral) or relatively unambiguous (i.e. angry, happy) faces, assessing either the approachability or the sex of the person depicted. Results: Neutral faces elicited more inconsistent responses within participants only during approachability judgment, suggesting ambiguous property as signals. The contrast pertaining to the interaction between task and face valence demonstrated activation in several areas, such that the left amygdala and medial, middle and inferior frontal gyri were responsive to angry faces when subjects were asked to recognize the sex (implicit task) and to neutral faces when required to discern the approachability (explicit task). Moreover, the blood oxygenation level-dependent change within the left amygdala in response to neutral faces during the judgment of approachability was positively correlated with participant trait anxiety. Conclusions: These findings extend a proposed model of social cognition by highlighting the functional engagement of the amygdala in approachability judgments, which underlie an individuals sensitivity to ambiguous sources of probable threat.


Neuropsychobiology | 2006

Enhanced Reactivity and Delayed Recovery of Sensorimotor Cortex in the Novelty Seeking Personality

Kazuhiro Shishida; Akira Hashizume; Keiichi Onoda; Yasumasa Okamoto; Shigeto Yamawaki

Background: The novelty seeking (NS) personality trait is hypothesized to be associated with high cortical reactivity, poor inhibitory control and/or varied dopaminergic neurotransmission in the basal ganglia. After somatosensory stimulation, electrical oscillations in alpha and beta bands generated in the sensorimotor cortex show a short duration decrease (event-related desynchronization) and a subsequent increase (event-related synchronization) that is thought to reflect cortical activation and the inhibitory/recovery process, respectively. These oscillatory changes are also believed to be affected by the status of the basal ganglia and by dopaminergic functions. In the present study, we investigated the association between the NS personality trait and somatosensory oscillatory changes after median nerve stimulation assessed by magnetoencephalography. Methods: From 48 healthy subjects, we selected 14 high scorers and 14 age- and sex-matched low scorers on the NS dimension of the Temperament and Character Inventory. Magnetic fields were recorded while subjects received electrical stimulation of either the right or left median nerve with equal probability and with a randomized interstimulus interval. Frequency analysis was performed on the alpha and beta bands. Results: Compared with the low NS group, the high NS group showed larger magnitude of beta event-related desynchronization and larger latencies of the alpha and beta event-related synchronization. Conclusion: These results suggest that individuals with high degrees of the NS trait have greater reactivity and delayed recovery of the sensorimotor cortex in response to simple somatosensory stimulation. This may be significant for the understanding of their exploratory and impulsive behavior.


The Journal of Neuroscience | 2008

Low-Serotonin Levels Increase Delayed Reward Discounting in Humans

Nicolas Schweighofer; Mathieu Bertin; Kazuhiro Shishida; Yasumasa Okamoto; Saori C. Tanaka; Shigeto Yamawaki; Kenji Doya

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Kenji Doya

Okinawa Institute of Science and Technology

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Nicolas Schweighofer

University of Southern California

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