Rick Adams | University College London (original) (raw)

Papers by Rick Adams

Research paper thumbnail of Bayesian inference, predictive coding and delusions

Research paper thumbnail of Impaired prefrontal synaptic gain in people with psychosis and their relatives during the mismatch negativity

Human Brain Mapping, 2015

Research paper thumbnail of Proactive and Reactive Response Inhibition across the Lifespan

PLOS ONE, 2015

One expression of executive control involves proactive preparation for future events, and this co... more One expression of executive control involves proactive preparation for future events, and this contrasts with stimulus driven reactive control exerted in response to events. Here we describe findings from a response inhibition task, delivered using a smartphone-based platform, that allowed us to index proactive and reactive inhibitory self-control in a large community sample (n = 12,496). Change in stop-signal reaction time (SSRT) when participants are provided with advance information about an upcoming trial, compared to when they are not, provides a measure of proactive control while SSRT in the absence of advance information provides a measure of reactive control. Both forms of control rely on overlapping frontostriatal pathways known to deteriorate in healthy aging, an age-related decline that occurs at an accelerated rate in men compared to women. Here we ask whether these patterns of age-related decline are reflected in similar changes in proactive and reactive inhibitory control across the lifespan. As predicted, we observed a decline in reactive control with natural aging, with a greater rate of decline in men compared to women (~10 ms versus ~8 ms per decade of adult life). Surprisingly, the benefit of preparation, i.e. proactive control, did not change over the lifespan and women showed superior proactive control at all ages compared to men. Our results suggest that reactive and proactive inhibitory control partially rely on distinct neural substrates that are differentially sensitive to age-related change.

Research paper thumbnail of Delusions

The leading theme is contemporary, interdisciplinary research on delusions.

Research paper thumbnail of Poster #S180 DYNAMIC CAUSAL MODELLING OF ABNORMAL FRONTAL EVOKED GAMMA BAND ACTIVITY IN PATIENTS WITH SCHIZOPHRENIA

Schizophrenia Research, 2014

Research paper thumbnail of Predictions not commands: active inference in the motor system

Brain Structure and Function, 2013

Research paper thumbnail of Smooth Pursuit and Visual Occlusion: Active Inference and Oculomotor Control in Schizophrenia

Research paper thumbnail of Reflections on agranular architecture: predictive coding in the motor cortex

Trends in Neurosciences, 2013

Research paper thumbnail of Poster #M80 SCHIZOTYPY IS ASSOCIATED WITH A “REVERSAL INFERENCE” DEFICIT BUT NO “JUMPING TO CONCLUSIONS”

Schizophrenia Research, 2014

Research paper thumbnail of Active inference, sensory attenuation and illusions

Cognitive Processing, 2013

Research paper thumbnail of Dopamine, Affordance and Active Inference

PLoS Computational Biology, 2012

Research paper thumbnail of Age-related changes in working memory and the ability to ignore distraction

Proceedings of the National Academy of Sciences, 2015

A weakened ability to effectively resist distraction is a potential basis for reduced working mem... more A weakened ability to effectively resist distraction is a potential basis for reduced working memory capacity (WMC) associated with healthy aging. Exploiting data from 29,631 users of a smartphone game, we show that, as age increases, working memory (WM) performance is compromised more by distractors presented during WM maintenance than distractors presented during encoding. However, with increasing age, the ability to exclude distraction at encoding is a better predictor of WMC in the absence of distraction. A significantly greater contribution of distractor filtering at encoding represents a potential compensation for reduced WMC in older age.

Research paper thumbnail of Loss of sensory attenuation in patients with functional (psychogenic) movement disorders

Brain : a journal of neurology, 2014

Functional movement disorders require attention to manifest yet patients report the abnormal move... more Functional movement disorders require attention to manifest yet patients report the abnormal movement to be out of their control. In this study we explore the phenomenon of sensory attenuation, a measure of the sense of agency for movement, in this group of patients by using a force matching task. Fourteen patients and 14 healthy control subjects were presented with forces varying from 1 to 3 N on the index finger of their left hand. Participants were required to match these forces; either by pressing directly on their own finger or by operating a robot that pressed on their finger. As expected, we found that healthy control subjects consistently overestimated the force required when pressing directly on their own finger than when operating a robot. However, patients did not, indicating a significant loss of sensory attenuation in this group of patients. These data are important because they demonstrate that a fundamental component of normal voluntary movement is impaired in patient...

Research paper thumbnail of What is value-accumulated reward or evidence?

Frontiers in neurorobotics, 2012

Why are you reading this abstract? In some sense, your answer will cast the exercise as valuable-... more Why are you reading this abstract? In some sense, your answer will cast the exercise as valuable-but what is value? In what follows, we suggest that value is evidence or, more exactly, log Bayesian evidence. This implies that a sufficient explanation for valuable behavior is the accumulation of evidence for internal models of our world. This contrasts with normative models of optimal control and reinforcement learning, which assume the existence of a value function that explains behavior, where (somewhat tautologically) behavior maximizes value. In this paper, we consider an alternative formulation-active inference-that replaces policies in normative models with prior beliefs about the (future) states agents should occupy. This enables optimal behavior to be cast purely in terms of inference: where agents sample their sensorium to maximize the evidence for their generative model of hidden states in the world, and minimize their uncertainty about those states. Crucially, this formula...

Research paper thumbnail of Active inference and oculomotor pursuit: The dynamic causal modelling of eye movements

Journal of Neuroscience Methods, 2015

Research paper thumbnail of Cholinergic stimulation enhances bayesian belief updating in the deployment of spatial attention

Research paper thumbnail of The Computational Anatomy of Psychosis

Frontiers in Psychiatry, 2013

Research paper thumbnail of Crowdsourcing for Cognitive Science – The Utility of Smartphones

Research paper thumbnail of Poster #T190 EFFECTIVE CONNECTIVITY IN SCHIZOPHRENIA – DYNAMIC CAUSAL MODELLING OF THE MISMATCH NEGATIVITY

Schizophrenia Research, 2014

Research paper thumbnail of Patterns of anterior cingulate activation in schizophrenia: a selective review

Neuropsychiatric Disease and Treatment, 2007

Anterior cingulate cortex (ACC) dysfunction is implicated in schizophrenia by numerous strands of... more Anterior cingulate cortex (ACC) dysfunction is implicated in schizophrenia by numerous strands of scientific investigation. Functional neuroimaging studies of the ACC in schizophrenia have shown task-related hypo-activation, hyper-activation, and normal activation relative to comparison subjects. Interpreting these results and explaining their inconsistencies has been hindered by our ignorance of the healthy ACC's function. This review aims to clarify the site and magnitude of ACC activations in schizophrenia, and sources of their variation. 48 studies of mnemonic and executive task-related activations in schizophrenia using both positron emission tomography (PET) and functional magnetic resonance imaging (fMRI) were analyzed. Abnormal activations in schizophrenia were not restricted to the "cognitive" part of the ACC. Hypoactivations were most common, and were found in all types of tasks. Hyperac-tivations when found, were largely in n-back tasks. Hypoactivations cannot be explained by poor performance, more demanding control conditions or chronicity of illness alone. Patients on anti-psychotic medication tended to show both greater ACC activation and better performance, although whether this is directly due to their medication or the resultant reduction in symptoms is unclear. The relationship between ACC rCBF and task performance is not straightforward. Future research should better control confounding factors and incorporate different levels of difficulty.

Research paper thumbnail of Bayesian inference, predictive coding and delusions

Research paper thumbnail of Impaired prefrontal synaptic gain in people with psychosis and their relatives during the mismatch negativity

Human Brain Mapping, 2015

Research paper thumbnail of Proactive and Reactive Response Inhibition across the Lifespan

PLOS ONE, 2015

One expression of executive control involves proactive preparation for future events, and this co... more One expression of executive control involves proactive preparation for future events, and this contrasts with stimulus driven reactive control exerted in response to events. Here we describe findings from a response inhibition task, delivered using a smartphone-based platform, that allowed us to index proactive and reactive inhibitory self-control in a large community sample (n = 12,496). Change in stop-signal reaction time (SSRT) when participants are provided with advance information about an upcoming trial, compared to when they are not, provides a measure of proactive control while SSRT in the absence of advance information provides a measure of reactive control. Both forms of control rely on overlapping frontostriatal pathways known to deteriorate in healthy aging, an age-related decline that occurs at an accelerated rate in men compared to women. Here we ask whether these patterns of age-related decline are reflected in similar changes in proactive and reactive inhibitory control across the lifespan. As predicted, we observed a decline in reactive control with natural aging, with a greater rate of decline in men compared to women (~10 ms versus ~8 ms per decade of adult life). Surprisingly, the benefit of preparation, i.e. proactive control, did not change over the lifespan and women showed superior proactive control at all ages compared to men. Our results suggest that reactive and proactive inhibitory control partially rely on distinct neural substrates that are differentially sensitive to age-related change.

Research paper thumbnail of Delusions

The leading theme is contemporary, interdisciplinary research on delusions.

Research paper thumbnail of Poster #S180 DYNAMIC CAUSAL MODELLING OF ABNORMAL FRONTAL EVOKED GAMMA BAND ACTIVITY IN PATIENTS WITH SCHIZOPHRENIA

Schizophrenia Research, 2014

Research paper thumbnail of Predictions not commands: active inference in the motor system

Brain Structure and Function, 2013

Research paper thumbnail of Smooth Pursuit and Visual Occlusion: Active Inference and Oculomotor Control in Schizophrenia

Research paper thumbnail of Reflections on agranular architecture: predictive coding in the motor cortex

Trends in Neurosciences, 2013

Research paper thumbnail of Poster #M80 SCHIZOTYPY IS ASSOCIATED WITH A “REVERSAL INFERENCE” DEFICIT BUT NO “JUMPING TO CONCLUSIONS”

Schizophrenia Research, 2014

Research paper thumbnail of Active inference, sensory attenuation and illusions

Cognitive Processing, 2013

Research paper thumbnail of Dopamine, Affordance and Active Inference

PLoS Computational Biology, 2012

Research paper thumbnail of Age-related changes in working memory and the ability to ignore distraction

Proceedings of the National Academy of Sciences, 2015

A weakened ability to effectively resist distraction is a potential basis for reduced working mem... more A weakened ability to effectively resist distraction is a potential basis for reduced working memory capacity (WMC) associated with healthy aging. Exploiting data from 29,631 users of a smartphone game, we show that, as age increases, working memory (WM) performance is compromised more by distractors presented during WM maintenance than distractors presented during encoding. However, with increasing age, the ability to exclude distraction at encoding is a better predictor of WMC in the absence of distraction. A significantly greater contribution of distractor filtering at encoding represents a potential compensation for reduced WMC in older age.

Research paper thumbnail of Loss of sensory attenuation in patients with functional (psychogenic) movement disorders

Brain : a journal of neurology, 2014

Functional movement disorders require attention to manifest yet patients report the abnormal move... more Functional movement disorders require attention to manifest yet patients report the abnormal movement to be out of their control. In this study we explore the phenomenon of sensory attenuation, a measure of the sense of agency for movement, in this group of patients by using a force matching task. Fourteen patients and 14 healthy control subjects were presented with forces varying from 1 to 3 N on the index finger of their left hand. Participants were required to match these forces; either by pressing directly on their own finger or by operating a robot that pressed on their finger. As expected, we found that healthy control subjects consistently overestimated the force required when pressing directly on their own finger than when operating a robot. However, patients did not, indicating a significant loss of sensory attenuation in this group of patients. These data are important because they demonstrate that a fundamental component of normal voluntary movement is impaired in patient...

Research paper thumbnail of What is value-accumulated reward or evidence?

Frontiers in neurorobotics, 2012

Why are you reading this abstract? In some sense, your answer will cast the exercise as valuable-... more Why are you reading this abstract? In some sense, your answer will cast the exercise as valuable-but what is value? In what follows, we suggest that value is evidence or, more exactly, log Bayesian evidence. This implies that a sufficient explanation for valuable behavior is the accumulation of evidence for internal models of our world. This contrasts with normative models of optimal control and reinforcement learning, which assume the existence of a value function that explains behavior, where (somewhat tautologically) behavior maximizes value. In this paper, we consider an alternative formulation-active inference-that replaces policies in normative models with prior beliefs about the (future) states agents should occupy. This enables optimal behavior to be cast purely in terms of inference: where agents sample their sensorium to maximize the evidence for their generative model of hidden states in the world, and minimize their uncertainty about those states. Crucially, this formula...

Research paper thumbnail of Active inference and oculomotor pursuit: The dynamic causal modelling of eye movements

Journal of Neuroscience Methods, 2015

Research paper thumbnail of Cholinergic stimulation enhances bayesian belief updating in the deployment of spatial attention

Research paper thumbnail of The Computational Anatomy of Psychosis

Frontiers in Psychiatry, 2013

Research paper thumbnail of Crowdsourcing for Cognitive Science – The Utility of Smartphones

Research paper thumbnail of Poster #T190 EFFECTIVE CONNECTIVITY IN SCHIZOPHRENIA – DYNAMIC CAUSAL MODELLING OF THE MISMATCH NEGATIVITY

Schizophrenia Research, 2014

Research paper thumbnail of Patterns of anterior cingulate activation in schizophrenia: a selective review

Neuropsychiatric Disease and Treatment, 2007

Anterior cingulate cortex (ACC) dysfunction is implicated in schizophrenia by numerous strands of... more Anterior cingulate cortex (ACC) dysfunction is implicated in schizophrenia by numerous strands of scientific investigation. Functional neuroimaging studies of the ACC in schizophrenia have shown task-related hypo-activation, hyper-activation, and normal activation relative to comparison subjects. Interpreting these results and explaining their inconsistencies has been hindered by our ignorance of the healthy ACC's function. This review aims to clarify the site and magnitude of ACC activations in schizophrenia, and sources of their variation. 48 studies of mnemonic and executive task-related activations in schizophrenia using both positron emission tomography (PET) and functional magnetic resonance imaging (fMRI) were analyzed. Abnormal activations in schizophrenia were not restricted to the "cognitive" part of the ACC. Hypoactivations were most common, and were found in all types of tasks. Hyperac-tivations when found, were largely in n-back tasks. Hypoactivations cannot be explained by poor performance, more demanding control conditions or chronicity of illness alone. Patients on anti-psychotic medication tended to show both greater ACC activation and better performance, although whether this is directly due to their medication or the resultant reduction in symptoms is unclear. The relationship between ACC rCBF and task performance is not straightforward. Future research should better control confounding factors and incorporate different levels of difficulty.