Abstract: A method of measuring cross-correlation or similarity between input features and filters of neural networks using an RRAM-crossbar architecture to carry out addition/subtraction-based neural networks for in-memory computing. The correlation calculations use L1 norm operations of AdderNet. The RCM structure of the RRAM-cross bar has storage and computing collocated, such that processing is done in the analog domain with low power, low latency and small area. In addition, the impact due to the nonidealities of RRAM device can be alleviated by the implicit ratio-based feature of the structure.

Abstract: The invention relates generally to solid supports for chromatography. In specific embodiments the invention provides for solid supports suitable for affinity chromatography along with methods, systems and kits which use the same.

Abstract: The invention relates generally to solid supports for chromatography. In specific embodiments the invention provides for solid supports suitable for affinity chromatography along with methods, systems and kits which use the same.

Abstract: The invention relates generally to solid supports for chromatography. In specific embodiments the invention provides for solid supports suitable for affinity chromatography along with methods, systems and kits which use the same.

Abstract: The invention relates generally to solid supports for chromatography. In specific embodiments the invention provides for solid supports suitable for affinity chromatography along with methods, systems and kits which use the same.

Abstract: A molecular analysis device comprises a molecule sensor and a nanopore that passes through, partially through, or substantially near the molecule sensor. The molecule sensor may comprise a single electron transistor including a first terminal, a second terminal, and a nanogap or at least one quantum dot positioned between the first terminal and the second terminal. The molecular sensor may also comprise a nanowire that operably couples a first and a second terminal. A nitrogenous material that may be disposed on at least part of the molecule sensor is configured for a chemical interaction with an identifiable configuration of a molecule. The molecule sensor develops an electronic effect responsive to a molecule or responsive to a chemical interaction.

Abstract: A sound source transmitting device includes a sound source plug, which has a main terminal and parallel auxiliary terminals at the front side and a cable at the back side, which main terminal has a front tip, and a sound source socket, which has a main plughole for receiving the main terminal and a plurality of auxiliary plugholes for receiving the auxiliary terminals, and a switch disposed at a back side of the main plughole and controllable by the front tip of the main terminal to selectively set between a stereo sound source signal output for stereo sound source signal output through the main plughole and a multi-channel sound source signal output for multi-channel sound source signal output through the main plughole and the auxiliary plugholes.