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Research Intern 2021 - Architecture, Interns/Students, Cambridge, UK, Research


 

Research Internships 2021 – Architecture

Arm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life.  Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world’s population?   Our internship programme is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute.

About Arm and Arm Research

Arm plays a key role in our increasingly connected world. Every year, more than 20 billion products featuring Arm technology are shipped.  Our engineers design and develop CPUs, graphics processors, complex system technologies, supporting software development tools, and physical libraries.

At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programmes, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem.  Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating.

About the architecture group and our work

As a research group focussed on architecture, we work at the boundary of software and hardware; we analyse novel applications and use-cases to invent ways of improving their performance, security, efficiency, or ease of use. This can be through instruction set enhancements, memory system optimisation, or even ground-breaking alterations to the underlying micro-architecture of fundamental compute elements while also considering power efficiency, area, compiler targetability, and related objectives.

Are you passionate about dreaming up innovations that have the potential to change the future of compute? We are offering internships across the computer architecture stack, such as:

  • Analysis and categorisation of new / novel applications through to the design of efficient instruction set and micro-architecture for handling these applications.
  • Implications of upcoming byte-addressable, non-volatile memories, and other data storage technologies.
  • Security, encryption, and integrity protection in the core, system, or memory hierarchy.
  • Micro-architecture innovations enabling new generations of cores, caches, predictive structures, accelerators, and more.
  • Compute-near-data abstractions, and data-movement-optimised memory hierarchies.
  • Improving our formal verification methods, to be more efficient and more effective at finding bugs earlier in the design cycle.

 




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Part Time Undergraduate - Education and Research Enablement Development Engineer, Part-time Undergraduate, Cambridge, UK, Research

Part Time Undergraduate (with first year as full-time placement) - Arm Education and Research Enablement Development Engineer

Arm has fuelled the smartphone revolution by creating clever compute power that fits in your pocket. Would you like to be part of the next revolution? Our programme is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute.

About Arm and Arm Education

As the industry's leading supplier of microprocessor technology, Arm provides efficient, low-power chip intelligence making affordable, easy-to-use electronic innovations come to life. Our engineers design and develop CPUs, graphics processors, complex system IP, supporting software development tools, and physical libraries.

The Arm Education and Research Enablement offers high quality teaching and training materials to universities worldwide, and we are now seeking a Part Time Undergraduate to work with us in developing our offer. Your work will involve creating courseware to aid teaching based on Arm and partner technologies, as well as supporting technical customer inquiries. You will also develop software tools for automation, and work with internal and external partners to guarantee accurate legal and quality standards.




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ML Hardware Engineering Internship, Interns/Students, Lund, Sweden, Lund, Sweden, Machine Learning

An internship with Arm gives you exposure to real work and insight into the Arm innovations that shape extraordinary. Students who thrive at Arm take their love of learning beyond their experience of formal education and develop new ideas. This is the energy that interests us.

Internships at Arm will give you the opportunity to put theory into practice through exciting, intellectually challenging, real-world projects that enrich your personal and technical development while enhancing your future career opportunities.

This internship position is within Machine Learning Group in Arm which works on key technologies for the future of computing. Working on the cutting edge of Arm IP, this Group creates technology that powers the next generation of mobile apps, portable devices, home automation, smart cities, self-driving cars, and much more.

When applying, please make sure to include your most up to date academic transcript.

For a sneak peek what it’s like to work in Arm Lund, please have a look at the following video: http://bit.ly/2kxWMXp

The Role

You will work alongside experienced engineers within one of the IP development teams in Arm and be given real project tasks and will be supported by experienced engineers. Examples of previous project tasks are:

  • Developing and trialing new processes for use by the design/verification teams.
  • Investigating alternative options for existing design or verification implementations.
  • Help to develop a hardware platform that can guide out customers to the best solution.
  • Implement complex logic using Verilog to bridge a gap in a system.
  • Develop bare metal software to exercise design functionality.
  • Verify a complex design, from unit to full SoC level.
  • Help to take a platform to silicon.

 




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Machine Learning, Graduates, Cambridge, UK, Software Engineering

Arm's Machine Learning Group is seeking for a highly motivated and creative Graduate Software Engineer to join the Cambridge-based applied ML team.

From research, to proof-of-concept development, to deployment on ARM IPs, joining this team, would be a phenomenal opportunity to contribute to the full life-cycle of machine learning projects and understand how state-of-the-art machine learning is used to solve real word problems.

Working closely with field experts in a truly multi-discipline environment, you will have the chance to explore existing or build new machine learning techniques, while helping unpick the complex world of use-cases that are applied on high end mobile phones, TVs, and laptops.

About the role

Your role would be to understand, develope and implement these use case, collaborating with Arm's system architects, and working with our marketing groups to ensure multiple Arm products are molded to work well for machine learning. Also, experience deploying inference in a mobile or embedded environment would be ideal. Knowledge of the theory and concepts involved in ML is also needed, so fair comparisons of different approaches can be made.

As an in depth technical role, you will need to understand the complex applications you analyse in detail and communicate them in their simplest form to help include them in product designs, where you will be able to influence both IP and system architecture.




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Lead GPU Architect, Experienced Professionals, Austin (TX), USA, Austin (TX), USA, Hardware Engineering

About the role

The Central Technology Team within Arm develops key technologies which will form the foundation of future products.
You will join a multinational, dynamic, collaborative and highly motivated Graphics team in Central Technology to help craft the direction of our world leading Mali™ Graphics products. The Mali™ Graphics Processor is the #1 shipping GPU.

You will need to have architecture and hardware/software development skills, in addition to being able to think creatively. In this role you can expect to be a technical lead where your ideas will make a difference and enable you to make your mark delivering industry leading GPU IP.

Your job responsibilities will be diverse and may include architecture, technology research, hands-on prototyping and experimental investigations, participating in key industry consortium's, engaging with product groups, working closely together with the engineering team, and taking part in partner and customer engagements.

Together with our world-leading architects you will:

  • Design and develop the Mali™ graphics architecture for the latest graphics APIs, providing new technologies for products in new and existing markets.
  • Perform high level performance modelling and analysis of graphics hardware features, applications, benchmarks and games.
  • Develop and improve tools for architectural exploration and performance analysis.
  • Understand and analyse system level architectural trade-offs (including hardware, memory systems and system s/w).
  • Collaborate with the Arm engineering team to see your ideas delivered into products.




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Intern, Research - Software Architecture, Interns/Students, Austin (TX), USA, Research

Arm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life.  Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world’s population?   Our internship program is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute. 

About Arm and Arm Research 

Arm plays a key role in our increasingly connected world. Every year, more than 20 billion products featuring Arm technology are shipped.  Our engineers design and develop CPUs, graphics processors, complex system technologies, supporting software development tools, and physical libraries. 

At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programs, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem.  Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating. 

About our software architecture research 

Our software architecture research focuses on distributed systems, edge computing, compute-in-memory, and computer-in-network among other subjects. We also research computational engineering and high-performance data analytics 

Through our work we try to address three main questions: How do we balance hardware diversity with the software ecosystem? How do we evolve Arm technology to be relevant at large-scale (scale-up as well as scale-out)? What is the necessary infrastructure for evaluating large scale systems (in the absence of hardware)? 

Our research is currently focussed on two threads. One is developing IoT Gateway Reference Design and Proof of concept deployments around various edge use cases (Cities, Agriculture, RuralTelco). The second one is exploring edge computing, networking, and data centre scale cluster solutions 

 




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Intern, Research - Security, Interns/Students, Austin (TX), USA, Research

Arm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life.  Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world’s population?   Our internship program is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute.  

About Arm and Arm Research 

Arm plays a key role in our increasingly connected world. Every year, more than 20 billion products featuring Arm technology are shipped.  Our engineers design and develop CPUs, graphics processors, complex system technologies, supporting software development tools, and physical libraries. 

At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programs, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem.  Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating. 

About our group and our work 

The Arm Research Security Group works to "develop technology worthy of the trust that we place in it." We are not a "red team" identifying and publishing vulnerabilities in systems or suggesting point-fixes, but rather we seek to develop techniques and tools that eliminate large classes of vulnerabilities outright. To do this, we have projects broadly focussed on three research areas: 

Security. How can we implement systems that remain secure even in the face of well-organised and extraordinarily imaginative adversaries? In this area we are looking at, for example, designing "responsive hardware" that can spot and react to early signs of security threats. We are also looking into how an emerging set of post-quantum ciphers can be efficiently implemented on power-constrained Arm microcontrollers.  

Correctness. Can hardware and software systems be designed so that they are correct by construction? And what does "correct" even mean? We are currently trying to establish provable security properties for future extensions of the Arm architecture, and we recently started a collaboration with academics who are applying mathematical techniques to spot Spectre-like bugs in hardware designs.  

Privacy. How can emerging technologies increase the privacy of computations and data? We are investigating how trusted hardware and remote attestation protocols can be used to implement efficient secure-multiparty computations. We are collaborating with academic partners around the design and implementation of hardware acceleration for homomorphic encryption. Other ongoing projects look at using the high assurance seL4 Operating System to ensure security and privacy on untrustworthy Edge devices.  

 




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Intern, Research - Machine Learning, Interns/Students, Austin (TX), USA, Research

Arm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life.  Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world’s population?   Our internship program is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute. 

About Arm and Arm Research 

Arm plays a key role in our increasingly connected world. Every year, more than 10 billion products featuring Arm technology are shipped.  Our engineers design and develop CPUs, graphics processors, neural net accelerators, complex system technologies, supporting software development tools, and physical libraries. 

At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programs, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem.  Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating.  

About our Machine Learning group and our work 

Arm’s Machine Learning Research Lab delivers underlying ML technology that enables current and emerging applications across the full ML landscape, from data centers to IoT. Our research provides the building blocks to deliver industry-leading hardware and software solutions to Arm’s partners.  

Our ML teams in Austin and Boston focus on algorithmic and hardware/software co-design to provide top model accuracy while optimizing for constrained environments. This includes defining the architecture and training of our own DNN and non-DNN custom machine learning models, optimizing and creating tools to improve existing state-of-the-art models, exploring techniques for compressing models, transforming data for efficient computation, and enabling new inference capabilities at the edge. Our deliverables include: models, algorithms for compression, library optimizations based on computational analysis, network architecture search (NAS) tools, benchmarking and performance analysis, and ideas for instruction set architecture (ISA) and accelerator architectures. 

We are looking for interns to work with us in key application areas like applied machine learning for semi-conductor design and verification, autonomous driving (ADAS), computer vision (CV), object detection and tracking, motion planning, and simultaneous localization and mapping (SLAM). As a team we are very interested in researching and developing ML techniques that translate into real products and applications; our interns will help us determine which aspects of fundamental ML technology will be meaningful to next generation applications.  

It would be an advantage if you have experience or knowledge in any or some of the following areas:  

  • Foundational Machine Learning technology including algorithms, models, training, and optimisation 

  • Concepts like CNN, RNN, Self-supervised Learning, Federated Learning, Bayesian inference, etc. 

  • ML frameworks (TensorFlow, PyTorch, GPflow, PyroScikit-learn, etc.) and strong programming skills  

  • CPU, GPU, and NN accelerator micro-architecture 

 




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Intern, Research - Hardware Architecture, Interns/Students, Austin (TX), USA, Research

Arm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life.  Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world’s population?   Our internship program is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute. 

 

About Arm and Arm Research 

Arm plays a key role in our increasingly connected world. Every year, more than 10 billion products featuring Arm technology are shipped.  Our engineers design and develop CPUs, graphics processors, complex system technologies, supporting software development tools, and physical libraries. 

At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programs, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem.  Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating.  

 

About our hardware architecture research 

We are seeking highly motivated interns to join the Arm Research group to work on a variety of cutting-edge research for spring, summer, or fall-term placements. This is an opportunity to work alongside friendly and welcoming researchers defining the next stages of the Arm architecture and systems, and meaningfully contribute to ideas that will be at the heart of an ecosystem of more than one thousand partners that ship over 20 billion leading-edge Arm-powered processors each year. 

 

Our architecture and systems research activities cover a wide range of disciplines including mobile and personal computing and applications; server, cloud, and HPC computing; emerging memory technologies; interconnects; throughput and vector computing; exploiting parallelism with vector, SIMD, throughput, and multicore architecture.  We are looking for interns that are passionate about dreaming up innovations with the potential to change the future of compute. 

 




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Intern, Research - Devices, Circuits, and Systems, Interns/Students, Austin (TX), USA, Research

rm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life.  Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world’s population?   Our internship program is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute.  

About Arm and Arm Research 

Arm plays a key role in our increasingly connected world. Every year, more than 20 billion products featuring Arm technology are shipped.  Our engineers design and develop CPUs, graphics processors, complex system technologies, supporting software development tools, and physical libraries. 

At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programs, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem.  Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating. 

About the devices, circuits and systems group and our work 

We are looking for interns to join our Devices, Circuits and Systems Research team; we want to hear from candidates interested in delivering post-Moore scaling and pushing compute past the limits of power, cost, and performance. Our research activities cover a wide range of chip design challenges such as: 

  • Delivering power to multi-GHz processors 

  • Crafting performant and energy-efficient systems with emerging post-Moore memory and switching devices 

  • 3D stacking 

  • Designing microwatt sub-threshold microcontrollers 

  • Realising 1 cent disposable printed electronics 

  • Prototyping battery-less sensor nodes  




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Graduate Image Processing R & D Engineer, Graduates, Manchester, UK, Research

About the Role
As an Imaging R&D Graduate, you will be joining the ISP team within Arm, which develops and designs image processing technology that is used in a range of applications including automobiles, security cameras, and drones. The algorithm development team is tasked with solving a variety of image processing problems, from denoise to demosaic, auto-exposure to motion compensation. Our algorithms must satisfy the competing demands of high image quality, and efficient, low-power hardware implementation.

This is an opportunity to contribute towards the next generation of imaging systems, for both human viewing and autonomous driving applications.

Why should you apply?

  • You want to work in leading digital imaging technology.
  • You have a keen interest in imaging or image processing, which you would like to develop into a career.
  • You want to see tangible results from your work.
  • You want to have the opportunity to learn from the best engineers and start a career in a leading imaging and vision technology group.

What will I be accountable for?

  • Working with image quality experts to determine requirements for processing.
  • Developing new image processing algorithms, often from early concept phase and typically in a mathematical modelling environment.
  • Implementing novel algorithms, starting from a floating-point model
  • Testing and benchmarking of the results, working closely with our image quality experts.
  • Collaborating with the wider engineering team to arrive at an architecture and fixed-point model of your algorithm, optimized for hardware or software implementation
















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Dusen Dusen + Jen Stark’s Psychedelic Collab Of Summer-Ready Accessories

Designed for Waves Wine, the new terry-cloth beach towel + tote bag is a fusion of Ellen Van Dusen, of Dusen Dusen, and Jen Stark’s signature creative styles.








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Evidence-based group therapy for eating disorders.

Group Dynamics: Theory, Research, and Practice, Vol 28(3), Sep 2024, 163-177; doi:10.1037/gdn0000221 Objective: The goal was to identify evidence-based group psychotherapy for adults with anorexia nervosa (AN), bulimia nervosa (BN), and binge-eating disorder (BED). Method: We reviewed randomized controlled trials of group psychotherapy for clinical samples of adults diagnosed with AN, BN, and BED published […]

The post Evidence-based group therapy for eating disorders. was curated by information for practice.



  • Journal Article Abstracts

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Estimating Test-Retest Reliability in the Presence of Self-Selection Bias and Learning/Practice Effects

Applied Psychological Measurement, Ahead of Print. Test-retest reliability is often estimated using naturally occurring data from test repeaters. In settings such as admissions testing, test takers choose if and when to retake an assessment. This self-selection can bias estimates of test-retest reliability because individuals who choose to retest are typically unrepresentative of the broader testing […]

The post Estimating Test-Retest Reliability in the Presence of Self-Selection Bias and Learning/Practice Effects was curated by information for practice.



  • Journal Article Abstracts

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“I Don’t Just Take Whatever They Hand to Me”: How Women Recently Released from Incarceration Access Internet Health Information

Volume 34, Issue 5, September-October 2024, Page 306-322. Read the full article ›

The post “I Don’t Just Take Whatever They Hand to Me”: How Women Recently Released from Incarceration Access Internet Health Information was curated by information for practice.



  • Journal Article Abstracts



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Ethical leaders’ search for meaning: Ancient Confucian wisdom in Modern East Asia

Culture &Psychology, Ahead of Print. In secular Western societies, individuals often embark on an autonomous quest for meaning in life, which, however, can lead to frustration. In contrast, many East Asian ethical leaders draw on age-old teachings to find fulfillment—an underexplored topic that merits further investigation. By analyzing ancient Confucian tenets and the discourses of […]

The post Ethical leaders’ search for meaning: Ancient Confucian wisdom in Modern East Asia was curated by information for practice.



  • Journal Article Abstracts

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“The Soul Recognizes Itself in Somebody Else”: The Healing Value of Forgiveness among Formerly Incarcerated People in the Profession Practice of Peer-Support

The Prison Journal, Ahead of Print. The present study focuses on perceptions of forgiveness among formerly incarcerated people engaged in peer-support roles, based on their lived experience and referred to as wounded healers. Participants were 26 men and women with a history of addiction, trauma, and incarceration who are employed in formal peer-support positions and […]

The post “The Soul Recognizes Itself in Somebody Else”: The Healing Value of Forgiveness among Formerly Incarcerated People in the Profession Practice of Peer-Support was curated by information for practice.



  • Journal Article Abstracts

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Commentary: What Is the Breadth of “Educational Measurement?”

Abstract The work of educational measurement is a highly collaborative endeavor that brings together professionals from many disciplines. While the introduction of the “Foundational Competencies in Educational Measurement” acknowledges this, the explanation of the framework itself falls short in acknowledging the competencies and skills of those from disciplines other than psychometrics, such as content development […]

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  • Journal Article Abstracts

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Using Legitimation Code Theory to explore knowledge building in English medium higher education teaching: methodological challenges and innovations

Volume 29, Issue 7, October 2024. Read the full article ›

The post Using Legitimation Code Theory to explore knowledge building in English medium higher education teaching: methodological challenges and innovations was curated by information for practice.



  • Journal Article Abstracts

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Effects of creative movement, general movement, or seated play interventions on motor performance in children with autism spectrum disorder: A pilot randomized controlled trial

Publication date: January 2025 Source: Research in Autism Spectrum Disorders, Volume 119 Author(s): W.C. Su, S. Srinivasan, A.N. Bhat Read the full article ›

The post Effects of creative movement, general movement, or seated play interventions on motor performance in children with autism spectrum disorder: A pilot randomized controlled trial was curated by information for practice.



  • Journal Article Abstracts


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Peripersonal Space Plasticity in Relation to Psychopathology and Anomalous Subjective Experiences in Individuals With Early‐Onset and Adult‐Onset Schizophrenia

ABSTRACT Introduction Individuals with schizophrenia present anomalies in the extension and plasticity of the peripersonal space (PPS), the section of space surrounding the body, shaped through motor experiences. A weak multisensory integration in PPS would contribute to an impairment of self-embodiment processing, a core feature of the disorder linked to specific subjective experiences. In this […]

The post Peripersonal Space Plasticity in Relation to Psychopathology and Anomalous Subjective Experiences in Individuals With Early‐Onset and Adult‐Onset Schizophrenia was curated by information for practice.



  • Journal Article Abstracts