Material Coupling in Hybrid Neuromorphic Devices: From Fundamentals to System‐Level Applications
Hybrid neuromorphic devices utilize heterointerfaces between emerging semiconductors, where charge transfer and trapping, ion or defect modulation, and photogating are translated into synaptic functions. This paper discusses coupling strategies that tailor interfacial electronic and ionic properties in organic semiconductors, metal oxides, two ...
Minsu So +5 more
wiley +1 more source
Analog memristive synapse in spiking networks implementing unsupervised learning
Emerging brain-inspired architectures call for devices that can emulate the functionality of biological synapses in order to implement new efficient computational schemes able to solve ill-posed problems.
Erika Covi +6 more
doaj +1 more source
Design and optimisations of metal-oxide artificial synaptic device based machine learning model
Synaptic device-based neural network models are increasingly favored for their energy-efficient computing capabilities. However, as the demand for scalable and resource-efficient computing solutions continues to grow, there is a pressing need to explore ...
Yılmaz, Yıldıran, Gül, Fatih
core +1 more source
Exact firing-rate response of the integrate-and-fire neuron receiving finite amplitude excitatory and inhibitory post-synaptic potentials [PDF]
Neurons in active networks are subject to a fluctuating synaptic drive comprising excitatory and inhibitory postsynaptic potentials arriving at high rates relative to the integration time of the cell.
Swarbrick, Rupert +5 more
core +1 more source
Optimization of Performance Metrics of Charge Trapping Synaptic Device for Neuromorphic Applications
This work validates the synaptic behaviors (long-term potentiation (LTP) and depression (LTD)) of a junctionless transistor (JL) through the simulator.
Raza Ansari, Md. Hasan, Elatab, Nazek
core +1 more source
Advancing Human Skin Equivalents: The Crucial Role of Neurovascular Integration
This review discusses the importance of integrating vascular and peripheral nerve systems into human skin equivalents (HSEs) to better recapitulate native skin physiology. Recent advances in vascularized, innervated, and neurovascularized HSEs are highlighted, together with emerging bioengineering strategies, current challenges, and future ...
Hao Wu +4 more
wiley +1 more source
Polymer‐coated IONPs functionalized with IL‐4 display respective neuroactive and anti‐inflammatory actions on neural progenitor cells and macrophages/microglia in vitro. When examined chronically in a rat experimental model of spinal cord injury, rGO scaffolds carrying these nanosystems adequately integrate into the lesion, significantly reduce ...
Julia Martínez‐Ramírez +12 more
wiley +1 more source
Stochastic Learning in Oxide Binary Synaptic Device for Neuromorphic Computing
Hardware implementation of neuromorphic computing is attractive as a computing paradigm beyond the conventional digital computing. In this work, we show that the SET (off-to-on) transition of metal oxide resistance switching memory becomes probabilistic
Shimeng eYu +6 more
doaj +1 more source
A self‐powered PCL/gelatin‐PVDF‐TrFE/MXene conjugated electrospun membrane integrates biocompatibility with enhanced piezoelectric responsiveness. Mechanical deformation is converted into localized electrical signals that stimulate wound‐repair cells proliferation and migration, promote angiogenesis and tissue remodeling, and accelerate full‐thickness ...
Diandian Li +11 more
wiley +1 more source
Morphological plasticity of astroglia: Understanding synaptic microenvironment [PDF]
Memory formation in the brain is thought to rely on the remodeling of synaptic connections which eventually results in neural network rewiring. This remodeling is likely to involve ultrathin astroglial protrusions which often occur in the immediate ...
Rusakov, DA, Heller, JP
core

