Exploiting Ferroelectric and Spintronic Dynamics for Neural Network Computation
Ferroelectric and spintronic devices, relying on the control of polarization and magnetization, offer intrinsically fast, durable, energy‐efficient, and low‐latency building blocks for analog in‐memory computing. The hysteretic dynamics of an order parameter are leveraged to provide nonvolatile, multistate memory and nonlinear switching. Brain‐inspired
Dashiell Harrison +4 more
wiley +1 more source
In Vitro Selection of Functional Neoproteins Containing Highly Fluorinated Cores
The generation of neoproteins—functional proteins containing unnatural amino acids—is a key goal in synthetic biology. We develop a platform to discover neoproteins with specified bioactivity from trillion‐member sequence libraries, using genetic code reprogramming, in vitro selection and microwave peptide synthesis.
Adam Beattie +5 more
wiley +2 more sources
Physics‐Grounded Probabilistic Bits for Hardware‐Efficient Intelligent Inference and Optimization
Si–SiNx interface traps are harnessed as a complementary metal–oxide–semiconductor‐compatible source of controllable randomness for probabilistic bits. Pulse‐width‐programmed stochastic capture converts nanoscale defect dynamics into Boltzmann‐consistent binary outputs, while a physics‐based Simulation Program with Integrated Circuit Emphasis model ...
Dokyoung Lee +3 more
wiley +1 more source
Extending input to state stability to closed sets: applications to robustness of anytime constrained optimization [PDF]
Aquest document estén la noció d’Input to State Stablility (ISS) a fluxos a sets tancats amb sets de punts d’equilibri compactes. Aquesta propietat l’anomenem Set Input to State Stability (SISS).
Gallardo Sáenz, Javier
core +2 more sources
ABSTRACT Migrant healthcare workers in Australia find themselves at the centre of three intersecting concerns, often presented as ‘crises’ in contemporary discourse: the ‘care crisis’, the ‘housing crisis’ and the ‘migration crisis.’ Yet their own perspectives on these issues are rarely foregrounded. This paper explores the role of homeownership in the
Leah Williams Veazey
wiley +1 more source
Path planning and obstacle avoidance with ISS framework for a UAV swarm under unified wind, sensor noise and delay disturbances. [PDF]
Karahan M, Kasnakoglu C.
europepmc +1 more source
Stakeholder Perspectives on Therapeutic and Safe Building Design in Residential Care
ABSTRACT Residential care is a form of out‐of‐home care that plays a critical role in supporting vulnerable young people in Australia. However, there is an evidence gap regarding the built environment in this context. This research aimed to explore the perspectives of key stakeholders in residential care in Victoria, Australia, regarding design that ...
Carmen Schroder +3 more
wiley +1 more source
Stability-aware LSTM-MPC framework for personalized levothyroxine dosing in Hashimoto's thyroiditis. [PDF]
Sharma R +3 more
europepmc +1 more source
Cohesion Without Consensus: Attitudinal Profiles of Social Cohesion in Australia
ABSTRACT Headline indicators of social cohesion in Australia have remained stable in recent years despite rising political polarisation and declining institutional trust worldwide. Yet recent protests and incidents of ethnically and politically motivated violence suggest that cohesion may be under strain. If cohesion is understood not as the pursuit of
John van Kooy
wiley +1 more source
Network-Aware Control Barrier Functions for Resilient Microgrids Under Stealthy Drift Attacks. [PDF]
Ohemeng MO, Sheldon FT.
europepmc +1 more source

