Abstract: A bulk feed tank has a boot unloader through which feed is directed into a supply system having at least one conveyor housing an auger. The boot unloader includes an unloader body formed of front, rear and opposing side panels forming a rectangular receiving portion. An auger mounting plate is mounted to the front panel and mates with the conveyor. A bearing assembly is secured to the rear panel and rotatably mounts the auger such that the auger passes through the receiving portion. A clear access door is attached to at least one of the opposing side panels. A wear plate assembly is attached to an. The wear plate assembly is fastened to the front, rear and side panels under the boot unloader body and can be removed without unfastening the side panels from the front panel and the rear panel or removing the auger from the receiving portion.

Abstract: A memory cell and processing array that has a plurality of memory are capable of performing logic functions, including an exclusive OR (XOR) or an exclusive NOR (XNOR) logic function. The memory cell may have a read port in which the digital data stored in the storage cell of the memory cell is isolated from the read bit line.

Abstract: A system for training a neural-network-based floating-point-to-binary feature vector encoder preserves the locality relationships between samples in an input space over to an output space. The system includes a neural network under training and a probability distribution loss function generator. The neural network has floating-point inputs and floating-point pseudo-bipolar outputs. The generator compares an input probability distribution constructed from floating-point cosine similarities of an input space and an output probability distribution constructed from floating-point pseudo-bipolar pseudo-Hamming similarities of an output space. The system includes a proxy vector set generator to take a random sampling of vectors from training data for a proxy set, a sample vector selector to select sample vectors from the training data and a KNN vector set generator to find a set of k nearest neighbors closest to each sample vector from said proxy set for a reference set.

Abstract: A method for an associative memory device includes storing a plurality of pairs of multi-bit operands X and Y in rows of a memory array of the associative memory device, each pair in a different column of the memory array. Cells in a column are connected by a first bit-line providing a value of activated cells and a second bit-line providing an inverse value of the activated cells. The bits of X are stored in first rows and the bits of Y are stored in second rows. The method includes reading an inverse value of a bit stored in each of the second rows using the second bit-line, writing it to third rows and concurrently, on all columns, performing multi-bit add operations between a value of X, an inverse value of Y and a carry-in bit initiated to 1, providing the difference between X and Y in each of the columns.

Abstract: A ceiling vent assembly has a frame that is open at its top and bottom and a pair of louvers pivotably mounted in the frame such that each louver pivots between an open position and a closed position relative to the frame. Each louver has a pivot end, wherein the pivot end is located adjacent to but spaced apart from the pivot end of a second louver of the pair of louvers. The ceiling vent assembly has a sealing mechanism with a flange extending from the pivot end of each louver of the pair of louvers, wherein the flange from the first louver contacts the flange from the second louver in a space between the louvers such that the sealing mechanism reduces the flow of air through the space when the first and second louvers are in either the open or closed positions.

Abstract: A method for in memory computation of a neural network, the neural network having weights arranged in a matrix, includes previously storing the matrix in an associated memory device, receiving an input arranged in a vector and storing it in the memory device, and in-memory, computing an output of the network using the input and the weights.

Abstract: A fan assembly for use in a sidewall of an animal house. The fan assembly includes an impeller, a motive force configured to rotate the impeller about a fan assembly axis, and a butterfly shutter. A shutter operation mechanism moves the butterfly doors of the shutter between the closed position and the open position in synchrony with an operating speed of the impeller. The shutter operating mechanism includes pushrods connected to the butterfly doors, and a linkage between the impeller and the second pushrods. The linkage includes at least one weight configured to rotate with the impeller about the fan assembly axis, wherein rotation of the at least one weight causes the linkage to exert a force on the pushrods to push the butterfly doors toward the open position when the impeller is rotating.

Abstract: A method for an associative memory device includes storing a plurality of pairs of N-bit numbers A and B to be added together in columns of a memory array of the associative memory device, each pair in a column, each bit in a row of the column, and dividing each N-bit number A and B into groups containing M bits each, having group carry-out predictions for every group except a first group, the group carry-out predictions calculated for any possible group carry-in value, and, once the carry-out value for a first group is calculated, selecting the next group carry out value from the group carry-out predictions. The method also includes repeating the ripple selecting group carry-out values, until all group carry out values have been selected.

Abstract: A ceiling vent assembly has a frame and a pair of louvers pivotably mounted in the frame such that each of the louvers pivots between an open position and a closed position. Each of the louvers has a pivot end, wherein the pivot end of a first louver of the pair of louvers is located adjacent to but spaced apart from the pivot end of a second louver of the pair of louvers. The ceiling vent has a sealing mechanism positioned in the space between the first and second louvers so as to press on the pivot ends of the first and second louvers such that the sealing mechanism reduces the flow of air through the space. When the first and second louvers pivot between the open and closed positions, the pivot end of the first and second louvers slide relative the sealing mechanism.

Abstract: A method for the decontamination of water containing one or more PFAS, having the steps of generating colloidal gas aphrons (CGAs) by mixing a gas, water, and one or more surfactants together with high shear forces, introducing the CGAs and a PFAS-containing water in an enclosed space where the CGAs move upwards through the water due to their inherent buoyancy, allowing the plurality of CGAs to extract PFAS from the water, and separating the PFAS-containing CGAs from the surface of the water in the enclosed space for further treatment or disposal, leaving the water with lower PFAS concentrations in the vessel. The aphrons may be anionic or cationic and created by mixing speeds or surfactant concentration, and treatment may be with gas bubbles to remove PFAS from water gas bubbles or destruction of PFAS by plasma reactor or deployed in situ through wells into geologic ground formations.

Abstract: A method to determine an extreme value of a plurality of data candidates includes storing each data candidate of a plurality of data candidates in a separate column of an associative memory, initializing a row of marker bits by setting each marker bit to a value of 1, computing a subsequent row of marker bits by performing in parallel a Boolean AND operation between a previous row of marker bits and a row of bits of the data candidates, starting with the row of most significant bits of the data candidates, performing a Boolean OR operation between the marker bits in the subsequent row of marker bits to generate a subsequent RSP value, identifying the extreme value from among the plurality of data candidates when there is only one marker bit having a value of 1 in the subsequent row of marker bits coinciding with when said subsequent RSP value is a 1, and if the identifying is false, repeating the computing on a row of next most significant bits, performing and identifying until the identifying is true.

Abstract: A system for measuring similarity between a binary query vector and a plurality of binary candidate vectors includes a storage unit and a processor. The storage unit stores the binary query vector and the plurality of candidate vectors, and the processor performs Tanimoto calculations in terms of Hamming distances. The processor includes a Tanimoto to Hamming threshold converter, a Hamming measurer, and a Hamming comparator. The Tanimoto to Hamming threshold converter converts a Tanimoto threshold into a Hamming threshold. The Hamming measurer measures the Hamming distances between the candidate vectors and the query vector. The Hamming comparator selects candidate vectors whose Hamming distance from the query vector is less than or equal to the Hamming threshold.

Abstract: A non-destructive memory array implements a full adder. The array includes a column connected by a bit line and a full adder unit. The column stores a first bit in a first row of the bit line, a second bit in a second row of the bit line, and an inverse of a carry-in bit in a third row of the bit line. The full adder unit stores, in the second and third rows of the bit line, a sum bit and a carry out bit output, respectively, of adding the first bit, the second bit and the carry-in bit. The full adder unit does not overwrite any of the bits when a full adder table indicates that the sum bit and the carry out bit are equivalent to the second bit and the carry-in bit.

Abstract: A system for performing cascading search includes an associative memory array, a controller, a similarity search processor and an exact match processor. The associative memory array stores a plurality of multiportion data vectors stored in at least one column of the associative memory array. Each vector has a first portion and a second portion which are aligned to each other in the column. The controller controls the associative memory array to perform a similarity search of a similarity query on the first portion and an exact search of an exact query on the second portion. The similarity match processor generates a match row including match bit indications aligned with each similarity matched column. The match row indicates which columns have first portions which match to the similarity query. The exact match processor outputs exact match columns from among the similarity matched columns which have second portions which match the exact query.

Abstract: An off table holder for a stemmed drinking vessel and/or utensil that is movably secured to a bottom surface of a supporting table.

Abstract: A grain spreader includes a hopper and spreader arms that distribute grain in a bin with a spreader cone having convergent divergent cones. The convergent cone forms a first flow zone. A center opening between the convergent cone and divergent cone allows a first portion of grain collecting in the convergent cone to pass through the spreader cone. An intermediate funnel is inside the hopper body between the convergent cone and the hopper body. A second portion of the grain spills over the rim of the convergent cone and onto the divergent cone into a second flow zone outside the convergent cone but inside the intermediate funnel. When the second zone fills with grain, a further portion of grain will spill over a rim of the intermediate funnel into a third flow zone radially outward of the intermediate funnel but inside the hopper body.

Abstract: A device and method for facilitating orthogonal data transposition during data transfers to/from a processing array and a storage memory since the data words processed by the processing array (using computational memory cells) are stored orthogonally to how the data words are stored in storage memory. Thus, when data words are transferred between storage memory and the processing array, a mechanism orthogonally transposes the data words.

Abstract: A grain dryer has a heated drying section with an upper plenum and a cooling section. A heater is positioned between the lower plenum and the upper plenum, wherein air is heated by the heater as air in the lower plenum is pulled through the heater and into the upper plenum. A fan takes a suction from a ductwork on the heated drying section to draw a vacuum in the upper and lower plenums. Grain enters the dryer and flows into the drying section where the grain is exposed to heated air being pulled from the upper plenum into the ductwork. Grain flows from the drying section into the cooling section where the grain is exposed to cooling air being pulled through outer walls of the cooling section into the lower plenum. Grain flows from the cooling section into the unloading section.

Abstract: The feed leveler on a poultry feeder has a plurality of feet provided on an inward facing surface of the feed skirt. A feed pan has a pedestal extending up from a pan floor configured to engage with one of the plurality of feet. Each foot is positioned at a different vertical position along a longitudinal axis of the feed leveler. The pan floor has a central core, wherein a lower portion of a drop tube extends through the central core and a retainer is fastened to a bottom end of the drop tube to mount the feed pan and feed leveler on the drop tube such that the feed pan and the feed leveler can slide along a vertical axis of the drop tube so the poultry feeder engages a ground surface on which the feed pan is received in a telescoping manner.

Abstract: An assembly for controlling the position of air inlets of an enclosure including an actuation rod which moves laterally and is positioned above and parallel with the air inlets, one or more actuation cables, where the first end of each actuation cable is attached to the actuation rod and the second end of each cable is attached to one or more of the air inlets and lateral movement of the actuation rod causes vertical movement of the actuation cables and attached air inlets.