Lateral predictive coding is a recurrent neural network that creates energy-efficient internal representations by exploiting statistical regularity in sensory inputs.Here,we analytically investigate the trade-off betw...Lateral predictive coding is a recurrent neural network that creates energy-efficient internal representations by exploiting statistical regularity in sensory inputs.Here,we analytically investigate the trade-off between information robustness and energy in a linear model of lateral predictive coding and numerically minimize a free energy quantity.We observed several phase transitions in the synaptic weight matrix,particularly a continuous transition that breaks reciprocity and permutation symmetry and builds cyclic dominance and a discontinuous transition with the associated sudden emergence of tight balance between excitatory and inhibitory interactions.The optimal network follows an ideal gas law over an extended temperature range and saturates the efficiency upper bound of energy use.These results provide theoretical insights into the emergence and evolution of complex internal models in predictive processing systems.展开更多
Tumor hypoxia severely limits the therapeutic efficacy of photodynamic therapy(PDT) for solid tumors,which is highly dependent on tissue oxygen concentration.In this study,we developed a platinum(Ⅱ)-acetylide-based m...Tumor hypoxia severely limits the therapeutic efficacy of photodynamic therapy(PDT) for solid tumors,which is highly dependent on tissue oxygen concentration.In this study,we developed a platinum(Ⅱ)-acetylide-based metallacycle compound bearing six 1,4-dimethylnaphthalenes(DMN) groups,and controlled the photodynamic and photothermal effects of the compound by adjusting the power of 730 nm laser to achieve reversible sensitization,storage and release of 1~O_(2) within a single molecule.The compound formed nanoparticles by self-assembly and exhibited good water solubility and biocompatibility.Under laser irradiation,the strong spin-orbit coupling of platinum atoms in the metallacycle facilitated 1~O_(2) generation.The produced 1~O_(2) was captured by the DMN carriers and transported into the hypoxic tumor,where 1~O_(2) release was triggered owing to the good photothermal effect of the extended conjugation of the metallacycle.During therapy,the metallacycle serving as a photosensitizer,1~O_(2) carrier,and photothermal reagent,achieved the synergistic therapy of PDT/PTT,demonstrating the versatility of the metallacycle.This study proposes a new strategy to develop phototherapy agents that are suitable for hypoxic tumors.展开更多
The design and development of energy storage device with high energy/power density has become a research hotspot.Zinc-ion hybrid capacitors(ZHCs)are considered as one of the most promising candidates.However,the appli...The design and development of energy storage device with high energy/power density has become a research hotspot.Zinc-ion hybrid capacitors(ZHCs)are considered as one of the most promising candidates.However,the application of ZHCs is hindered by their low energy density at high power density due to the unsatisfactory cathode material.In this study,a novel 3D phosphorus-doped carbon nanotube/reduced graphene oxide(P-CNT/rGO)aerogel cathode is synthesized through a synergistic modification strategy of CNT insertion and P doping modification combined with 3D porous design.The as-obtained P-CNT/rGO aerogel cathode manifests significantly increased surface aera,expanded interlayer spacing,and enhanced pseudocapacitance behavior,thus leading to significantly enhanced specific capacitance and superb ions transport performance.The as-assembled ZHC based on P-CNT/rGO cathode delivers a superior energy density of 42.2 Wh/kg at an extreme-high power density of 80 kW/kg and excellent cycle life.In-depth kinetic analyses are undertaken to prove the enhanced pseudocapacitance behavior and exceptional power output capability of ZHCs.Furthermore,the reaction mechanism of physical and chemical adsorption/desorption of electrolyte ions on the P-CNT/rGO cathode is revealed by systematic ex-situ characterizations.This work can provide a valuable reference for developing advanced graphene-based cathode for high energy/power density ZHCs.展开更多
Hypoxia significantly compromises the therapeutic performance of photodynamic therapy(PDT)owing to the oxygen level which plays a key role in the production of singlet oxygen(^(1)O_(2)).Herein,the photothermally respo...Hypoxia significantly compromises the therapeutic performance of photodynamic therapy(PDT)owing to the oxygen level which plays a key role in the production of singlet oxygen(^(1)O_(2)).Herein,the photothermally responsive phase change materials(PCM)are used to encapsulate 1,4-dimethylnaphthalene-functionalized platinum(II)-acetylide conjugated polymer(CP1)with intense nearinfrared(NIR)absorption to prepare new ^(1)O_(2) nanocarriers(CP1-NCs).The 1,4-dimethylnaphthalene moieties in CP1-NCs can trap the ^(1)O_(2) produced from CP1 under irradiation and form a stable endoperoxide.Then,the endoperoxide undergoes cycloreversion to controllably release ^(1)O_(2) via the NIR light-triggered photothermal effect of CP1 and controllable phase change of PCM,which can be used for oxygen-independent PDT for hypoxic tumor.Furthermore,the in vivo luminescence imagingguided synergistic PDT and photothermal therapy showed better efficiency in tumor ablation.The smart design shows the potent promise of CP1-NCs in PCM-controlled and sustainable phototherapy under tumor hypoxic microenvironment,providing new insights for constructing oxygen-independent precise cancer phototherapeutic platform.展开更多
We present a kind of large effective aperture metalens based on an optical sparse aperture(OSA) system. Each subaperture of the system is a metalens, which is comprised of just a thin Au film with patterned subwavelen...We present a kind of large effective aperture metalens based on an optical sparse aperture(OSA) system. Each subaperture of the system is a metalens, which is comprised of just a thin Au film with patterned subwavelength rectangular annular arrays on a Si O2 substrate and has a numerical aperture of 0.46 with a diameter of 21.6 μm.Ring6 design was selected to enlarge the effective aperture and enhance the spatial resolution. Compared with the absent mid-frequency and high-frequency modulation transfer function of individual metalens, Ring6 can offer a full-frequency band and show a better restored image quality by using Tikhonov regularization.展开更多
红磷由于资源丰富、化学稳定性好、环境友好等优点有利于工业化.然而,低的电子导电性和大的体积膨胀限制了其在储能方面的应用.本工作首次以红磷作为磷源,利用一步水热法制备了一种新型的花束状Co_(3)(HPO_(4))_(2)(OH)_(2),将其作为混...红磷由于资源丰富、化学稳定性好、环境友好等优点有利于工业化.然而,低的电子导电性和大的体积膨胀限制了其在储能方面的应用.本工作首次以红磷作为磷源,利用一步水热法制备了一种新型的花束状Co_(3)(HPO_(4))_(2)(OH)_(2),将其作为混合超级电容器的正极材料时展现出大的比容量(在1 A g^(−1)时的比容量为119.2 mA h g^(−1))、极好的倍率性能(在100 A g^(−1)时的比容量为83.6 mA h g^(−1))和出色的电化学稳定性(在10 A g^(−1)下5000次循环后的容量保持率为92%).此外,以Co_(3)(HPO_(4))_(2)-(OH)_(2)作为正极和多孔碳作为负极组装出的新型混合超级电容器表现出高达44.6 W h kg^(−1)的能量密度和高达33.75 kW kg^(−1)的功率密度,以及出色的循环性能(在3 A g^(−1)下10,000次循环后的容量保持率为91.8%).该研究不仅开发了一种新型高性能的电池型正极材料,而且为红磷在储能领域的商业化应用提供了新的思路.展开更多
基金supported by the National Natural Science Foundation of China(Grant Nos.12047503,11747601 and 12247104)the National Innovation Institute of Defense Technology(Grant No.22TQ0904ZT01025)。
文摘Lateral predictive coding is a recurrent neural network that creates energy-efficient internal representations by exploiting statistical regularity in sensory inputs.Here,we analytically investigate the trade-off between information robustness and energy in a linear model of lateral predictive coding and numerically minimize a free energy quantity.We observed several phase transitions in the synaptic weight matrix,particularly a continuous transition that breaks reciprocity and permutation symmetry and builds cyclic dominance and a discontinuous transition with the associated sudden emergence of tight balance between excitatory and inhibitory interactions.The optimal network follows an ideal gas law over an extended temperature range and saturates the efficiency upper bound of energy use.These results provide theoretical insights into the emergence and evolution of complex internal models in predictive processing systems.
基金supported by the National Natural Science Foundation of China (22075148,22161160318)the Natural Science Foundation of Jiangsu Higher Education Institutions of China(21KJB150013)the Youth Fund Project of Jiangsu Natural Science Foundation (BK20210583)。
文摘Tumor hypoxia severely limits the therapeutic efficacy of photodynamic therapy(PDT) for solid tumors,which is highly dependent on tissue oxygen concentration.In this study,we developed a platinum(Ⅱ)-acetylide-based metallacycle compound bearing six 1,4-dimethylnaphthalenes(DMN) groups,and controlled the photodynamic and photothermal effects of the compound by adjusting the power of 730 nm laser to achieve reversible sensitization,storage and release of 1~O_(2) within a single molecule.The compound formed nanoparticles by self-assembly and exhibited good water solubility and biocompatibility.Under laser irradiation,the strong spin-orbit coupling of platinum atoms in the metallacycle facilitated 1~O_(2) generation.The produced 1~O_(2) was captured by the DMN carriers and transported into the hypoxic tumor,where 1~O_(2) release was triggered owing to the good photothermal effect of the extended conjugation of the metallacycle.During therapy,the metallacycle serving as a photosensitizer,1~O_(2) carrier,and photothermal reagent,achieved the synergistic therapy of PDT/PTT,demonstrating the versatility of the metallacycle.This study proposes a new strategy to develop phototherapy agents that are suitable for hypoxic tumors.
基金financially supported by Distinguished Young Scientists of Hunan Province(No.2022JJ10024)National Natural Science Foundation of China(No.21601057)+1 种基金Natural Science Foundation of Hunan Province(No.2021JJ30216)Key Projects of Hunan Provincial Education Department(No.22A0412).
文摘The design and development of energy storage device with high energy/power density has become a research hotspot.Zinc-ion hybrid capacitors(ZHCs)are considered as one of the most promising candidates.However,the application of ZHCs is hindered by their low energy density at high power density due to the unsatisfactory cathode material.In this study,a novel 3D phosphorus-doped carbon nanotube/reduced graphene oxide(P-CNT/rGO)aerogel cathode is synthesized through a synergistic modification strategy of CNT insertion and P doping modification combined with 3D porous design.The as-obtained P-CNT/rGO aerogel cathode manifests significantly increased surface aera,expanded interlayer spacing,and enhanced pseudocapacitance behavior,thus leading to significantly enhanced specific capacitance and superb ions transport performance.The as-assembled ZHC based on P-CNT/rGO cathode delivers a superior energy density of 42.2 Wh/kg at an extreme-high power density of 80 kW/kg and excellent cycle life.In-depth kinetic analyses are undertaken to prove the enhanced pseudocapacitance behavior and exceptional power output capability of ZHCs.Furthermore,the reaction mechanism of physical and chemical adsorption/desorption of electrolyte ions on the P-CNT/rGO cathode is revealed by systematic ex-situ characterizations.This work can provide a valuable reference for developing advanced graphene-based cathode for high energy/power density ZHCs.
基金This work was supported by the China National Funds for Distinguished Young Scientists(61825503)the National Natural Science Foundation of China(61775101 and 61805122)+1 种基金the National Key Research and Development Program of China(2017YFA0205302)the Open Research Fund of State Key Laboratory of Bioelectronics,Southeast University.
文摘Hypoxia significantly compromises the therapeutic performance of photodynamic therapy(PDT)owing to the oxygen level which plays a key role in the production of singlet oxygen(^(1)O_(2)).Herein,the photothermally responsive phase change materials(PCM)are used to encapsulate 1,4-dimethylnaphthalene-functionalized platinum(II)-acetylide conjugated polymer(CP1)with intense nearinfrared(NIR)absorption to prepare new ^(1)O_(2) nanocarriers(CP1-NCs).The 1,4-dimethylnaphthalene moieties in CP1-NCs can trap the ^(1)O_(2) produced from CP1 under irradiation and form a stable endoperoxide.Then,the endoperoxide undergoes cycloreversion to controllably release ^(1)O_(2) via the NIR light-triggered photothermal effect of CP1 and controllable phase change of PCM,which can be used for oxygen-independent PDT for hypoxic tumor.Furthermore,the in vivo luminescence imagingguided synergistic PDT and photothermal therapy showed better efficiency in tumor ablation.The smart design shows the potent promise of CP1-NCs in PCM-controlled and sustainable phototherapy under tumor hypoxic microenvironment,providing new insights for constructing oxygen-independent precise cancer phototherapeutic platform.
基金partially supported by the Intergovernmental International Cooperation Program in Science and Technology Innovation (No. 2016YFE0110600)International Science&Technology Cooperation Program of Shanghai (No. 16520710500)+4 种基金National Natural Science Foundation of China (No. 61805264)Youth Innovation Promotion Association CASScience and Technology Commission of Shanghai Municipality(No. 17YF1429500)Shanghai Sailing Program(No. 18YF1426500)University Scientific Research Foundation of Jiangsu Province (No. KJS1713)
文摘We present a kind of large effective aperture metalens based on an optical sparse aperture(OSA) system. Each subaperture of the system is a metalens, which is comprised of just a thin Au film with patterned subwavelength rectangular annular arrays on a Si O2 substrate and has a numerical aperture of 0.46 with a diameter of 21.6 μm.Ring6 design was selected to enlarge the effective aperture and enhance the spatial resolution. Compared with the absent mid-frequency and high-frequency modulation transfer function of individual metalens, Ring6 can offer a full-frequency band and show a better restored image quality by using Tikhonov regularization.
基金financially supported by the National Natural Science Foundation of China(21601057)Hunan Provincial Natural Science Foundation(2021JJ30216)。
文摘红磷由于资源丰富、化学稳定性好、环境友好等优点有利于工业化.然而,低的电子导电性和大的体积膨胀限制了其在储能方面的应用.本工作首次以红磷作为磷源,利用一步水热法制备了一种新型的花束状Co_(3)(HPO_(4))_(2)(OH)_(2),将其作为混合超级电容器的正极材料时展现出大的比容量(在1 A g^(−1)时的比容量为119.2 mA h g^(−1))、极好的倍率性能(在100 A g^(−1)时的比容量为83.6 mA h g^(−1))和出色的电化学稳定性(在10 A g^(−1)下5000次循环后的容量保持率为92%).此外,以Co_(3)(HPO_(4))_(2)-(OH)_(2)作为正极和多孔碳作为负极组装出的新型混合超级电容器表现出高达44.6 W h kg^(−1)的能量密度和高达33.75 kW kg^(−1)的功率密度,以及出色的循环性能(在3 A g^(−1)下10,000次循环后的容量保持率为91.8%).该研究不仅开发了一种新型高性能的电池型正极材料,而且为红磷在储能领域的商业化应用提供了新的思路.