摘要:
Explicit representation of molecular shape of molecules is combined with neural network learning methods to provide models with high predictive ability that generalize to different chemical classes where structurally diverse molecules exhibiting similar surface characteristics are treated as similar. A new machine-learning methodology is disclosed that can accept multiple representations of objects and construct models that predict characteristics of those objects. An extension of this methodology can be applied in cases where the representations of the objects are determined by a set of adjustable parameters. An iterative process applies intermediate models to generate new representations of the objects by adjusting said parameters and repeatedly. retrains the models to obtain better predictive models. This method can be applied to molecules because each molecule can have many orientations and conformations (representations) that are determined by a set of translation, rotation and torsion angle parameters.
摘要:
Explicit representation of molecular shape of molecules is combined with neural network learning methods to provide models with high predictive ability that generalize to different chemical classes where structurally diverse molecules exhibiting similar surface characteristics are treated as similar. A new machine-learning methodology that can accept multiple representations of objects and construct models that predict characteristics of those objects. An extension of this methodology can be applied in cases where the representations of the objects are determined by a set of adjustable parameters. An iterative process applies intermediate models to generate new representations of the objects by adjusting said parameters and repeatedly retrains the models to obtain better predictive models. This method can be applied to molecules because each molecule can have many orientations and conformations (representations) that are determined by a set of translation, rotation and torsion angle parameters.
摘要:
A parallel processing circuit is disclosed for use as the processor/memory in a highly parallel processor. The circuit comprises an instruction decoder that generates tables of outputs in response to instructions received at the decoder and a plurality of processor/memories each of which comprises a read/write memory and a processor for producing an output depending at least in part on data read from the memory and instruction information received at the instruction decoder. In addition, the circuit provides means for simultaneously addressing at least one cell in each read/write memory to write data thereto or read data therefrom and means for providing to each processor an output table from the decoder, the particular output table depending on instruction information received at the decoder. Further the processing circuit comprises means for selecting from the output table a particular output depending on data input to the processor. Advantageously, each processor/memory also comprises a flag controller for controlling the reading of a plurality of flags and means for simultaneously addressing each flag controller to read a flag for input into the processor associated therewith.Preferably, each processor is a bit-serial processor with three inputs, two from the read/write memory and one from the flag controller, and two outputs, one to the read/write memory and one to the flag controller; and the decoder and the plurality of processor/memories and formed on a single, integrated circuit chip.
摘要:
The invention provides compounds of formula (I): wherein R1 and R2 are as defined in the specification; processes for their preparation; pharmaceutical compositions containing them; a process for preparing the pharmaceutical compositions; and their use in therapy. The compounds are useful as MMP inhibitors.
摘要:
The invention provides compounds of formula (I): wherein R1 and R2 are as defined in the specification; processes for their preparation; pharmaceutical compositions containing them; a process for preparing the pharmaceutical compositions; and their use in therapy. The compounds are useful as MMP inhibitors.
摘要:
In one arrangement, a semiconductor memory device can include a sense amplifier circuit (300) having drive high transistors (P30/P31), drive low transistors (N31/N32) and equalization transistors (N33-N35). Such transistors can have a body bias (VbiasN, VbiasP) that varies according to the operation conditions of the semiconductor memory device. Such variations can include any of: manufacturing process variations, operating temperature, or operating voltage.
摘要翻译:在一种布置中,半导体存储器件可以包括具有驱动高晶体管(P 30 / P 31),驱动低晶体管(N 31 / N 32)和均衡晶体管(N 33 -N 35)的读出放大器电路(300)。 这种晶体管可以具有根据半导体存储器件的操作条件而变化的体偏置(VbiasN,VbiasP)。 这种变化可以包括以下任何一种:制造工艺变化,工作温度或工作电压。
摘要:
A brake system for a ram air turbine (RAT) causes the RAT to slow or lock if the RAT achieves an over-speed condition with a centrifugal force operated trigger system that actuates a compression type brake pack to slow or lock the turbine hub
摘要:
The invention is directed generally toward a fastener for use in assembly of steel truss members which can be installed at an angular orientation relative to the truss member surface. The fastener comprises a shank having a tip and a head. The fastener shank further has threaded portions for engaging truss members and plate elements if present. The tip of the shank can have a self-tapping point. The head of the fastener has a tool engagement surface and a seating surface. The seating surface has a configuration that allows for a wider distribution of force at a truss assembly contact point. In particular, the configuration includes an arcuate contour that is generally convex.
摘要:
A truss fastener which includes a shaft having a head and a tip. Threading extends along the shaft from the tip end toward the head end of the shaft. The threading is interrupted, abbreviated, and/or otherwise separated by wings projecting from the surface of the shaft. The interrupting projection extends in a generally oblique orientation to the center axis of the fastener.