TL;DR: Flexible three-dimensional artificial chemical synapse networks enable a direct emulation of correlated learning and trainable memory capability with strong tolerances to input faults and variations, which shows the feasibility of using them in futuristic electronic devices.
Abstract: If a three-dimensional physical electronic system emulating synapse networks could be built, that would be a significant step toward neuromorphic computing. However, the fabrication complexity of complementary metal-oxide-semiconductor architectures impedes the achievement of three-dimensional interconnectivity, high-device density, or flexibility. Here we report flexible three-dimensional artificial chemical synapse networks, in which two-terminal memristive devices, namely, electronic synapses (e-synapses), are connected by vertically stacking crossbar electrodes. The e-synapses resemble the key features of biological synapses: unilateral connection, long-term potentiation/depression, a spike-timing-dependent plasticity learning rule, paired-pulse facilitation, and ultralow-power consumption. The three-dimensional artificial synapse networks enable a direct emulation of correlated learning and trainable memory capability with strong tolerances to input faults and variations, which shows the feasibility of using them in futuristic electronic devices and can provide a physical platform for the realization of smart memories and machine learning and for operation of the complex algorithms involving hierarchical neural networks. High-density information storage calls for the development of modern electronics with multiple stacking architectures that increase the complexity of three-dimensional interconnectivity. Here, Wu et al. build a stacked yet flexible artificial synapse network using layer-by-layer solution processing.
TL;DR: The wiring up of a large highly interconnected neuronal network, such as the cortical column, is considered, arguing that high interconnectivity is essential for cortical function.
TL;DR: By applying knowledge of how scaffold parameters influence osteogenic cell signaling to scaffold manufacturing using SLA, tissue engineers may move closer to creating the optimal tissue engineering scaffold.
Abstract: Scaffold design parameters including porosity, pore size, interconnectivity, and mechanical properties have a significant influence on osteogenic signal expression and differentiation. This review evaluates the influence of each of these parameters and then discusses the ability of stereolithography (SLA) to be used to tailor scaffold design to optimize these parameters. Scaffold porosity and pore size affect osteogenic cell signaling and ultimately in vivo bone tissue growth. Alternatively, scaffold interconnectivity has a great influence on in vivo bone growth but little work has been done to determine if interconnectivity causes changes in signaling levels. Osteogenic cell signaling could be also influenced by scaffold mechanical properties such as scaffold rigidity and dynamic relationships between the cells and their extracellular matrix. With knowledge of the effects of these parameters on cellular functions, an optimal tissue engineering scaffold can be designed, but a proper technology must exist to produce this design to specification in a repeatable manner. SLA has been shown to be capable of fabricating scaffolds with controlled architecture and micrometer-level resolution. Surgical implantation of these scaffolds is a promising clinical treatment for successful bone regeneration. By applying knowledge of how scaffold parameters influence osteogenic cell signaling to scaffold manufacturing using SLA, tissue engineers may move closer to creating the optimal tissue engineering scaffold.
TL;DR: A technique for fabricating chitosan inverse opal scaffolds characterized by a biodegradable material, uniform pore size, well-controlled interconnectivity, and nanofibrous texture on the wall surface is described.
Abstract: Tissue engineering is a promising approach to the development of biological substitutes that regenerate, replace, maintain, or improve the function of damaged tissues. Among various topics related to tissue engineering, the structures and properties of the scaffolds have been studied extensively in the context of material science and biomedical engineering. There are a number of generic requirements for the scaffold: 1) the material used for fabricating the scaffold must be biocompatible and biodegradable, together with positive responses from the seeded cells; 2) the scaffold should contain a network of pores, and favorably in the form of 3D interconnected architecture; and 3) the scaffold should have proper mechanical properties to suit the specific applications, including the generation of cartilage, bone, artificial blood vessel, among others.[1] In order to generate a well-defined scaffold, numerous methods have been proposed, including emulsion freeze drying,[2] high pressure processing,[3] particulate leaching,[4] gas foaming, [5] phase separation,[6] and electrospinning.[7] However, most of these methods are rather limited in terms of capability and feasibility. For example, the electrospinning method can hardly be extended to fabricate truly 3D scaffolds. Many of the other methods typically lead to the formation of irregular pore sizes, shapes, and structures, as well as poor connectivity. The pore size and structure of a scaffold are known to play a vital role in cell culture because they are responsible for not only the adhesion, migration, and distribution of cells, but also for the exchange of nutrients and metabolite wastes. Despite extensive efforts to control the pore sizes and structures, the issues related to uniformity and interconnectivity are yet to be solved as pointed out by many researchers.[8] In addressing these issues, the inverse opal structure can be considered as an ideal system, which has the most uniform pore size and regular 3D interconnectivity. Several groups have already shown the potential of an inverse opal as scaffold for 3D tissue engineering.[9] However, the used materials, silicate and polyacrylamide, are not biodegradable and can thus limit their potential use in clinical applications. Here we describe a technique for fabricating chitosan inverse opal scaffolds characterized by a biodegradable material, uniform pore size, well-controlled interconnectivity, and nanofibrous texture on the wall surface. We used uniform poly(caprolactone) (PCL) microspheres, prepared using a simple fluidic device, as the template.[10] Chitosan was chosen as a scaffold material because of its unique nanofibrous structure that typically develops during freeze-drying, as well as its nontoxic, anti-microbial, biocompatible, and biodegradable properties. Moreover, chitosan does not need a cross-linking procedure because it is only soluble in an acidic solution. We have also evaluated the potential use of the chitosan inverse opal as 3D scaffolds in the culture of preosteoblastic cells.
TL;DR: It is demonstrated that the adhesive heterogeneity of a 3D scaffold could regulate not only mesenchymal stem cell attachment but also cell behavior in the absence of soluble growth factors.