A system for evaluating a multiply and add expression. The system comprises an encoder for encoding variables of the multiply and add expression on a time domain signal divided into a plurality of time slots and comprising a first and second impulse on a first and second time slot. The system further comprises an integrator unit operable to receive the time domain signal on a time slot by time slot basis. The integrator unit is operable, to accumulate, on a time-slot-by-time-slot basis, an amplitude value corresponding to a running total of the sum of the amplitude of the impulse signals received, and accumulate, on a time-slot-by-time-slot basis, the accumulated amplitude value. The integrator unit is thereby operable to generate, after receipt of the time domain signal, a value which corresponds to the result of the multiply and add expression.

A system for evaluating a multiply and add expression. The system comprises an encoder for encoding variables of the multiply and add expression on a time domain signal divided into a plurality of time slots and comprising a first and second impulse on a first and second time slot. The system further comprises an integrator unit operable to receive the time domain signal on a time slot by time slot basis. The integrator unit is operable, to accumulate, on a time-slot-by-time-slot basis, an amplitude value corresponding to a running total of the sum of the amplitude of the impulse signals received, and accumulate, on a time-slot-by-time-slot basis, the accumulated amplitude value. The integrator unit is thereby operable to generate, after receipt of the time domain signal, a value which corresponds to the result of the multiply and add expression.

A multiply-accumulate operation device, circuit and method are disclosed. In on example, a multiply-accumulate operation device includes input lines, multiplication units, an accumulation unit, a charging unit, and an output unit. Pulse signals having pulse widths corresponding to input values are input to the input lines. The multiplication units generate, based on the pulse signals, charges corresponding to multiplication values obtained by multiplying the input values by weight values. The accumulation unit accumulates a sum of the charges corresponding to the multiplication values. The charging unit charges the accumulation unit at a charging speed associated with its accumulation state. The output unit outputs a multiply-accumulate signal representing a sum of the multiplication values by executing threshold determination using a threshold value associated with the accumulation state of the accumulation unit on a voltage held by the accumulation unit after the charging by the charging unit is started.

A method for implementing a neural network system in an integrated circuit includes presenting digital pulses to word line inputs of a matrix vector multiplier including a plurality of word lines, the word lines forming intersections with a plurality of summing bit lines, a programmable Vt transistor at each intersection having a gate connected to the intersecting word line, a source connected to a fixed potential and a drain connected to the intersecting summing bit line, each digital pulse having a pulse width proportional to an analog quantity. During a charge collection time frame charge collected on each of the summing bit lines from current flowing in the programmable Vt transistor is summed. During a pulse generating time frame digital pulses are generated having pulse widths proportional to the amount of charge that was collected on each summing bit line during the charge collection time frame.

A method for implementing a neural network system in an integrated circuit includes presenting digital pulses to word line inputs of a matrix vector multiplier including a plurality of word lines, the word lines forming intersections with a plurality of summing bit lines, a programmable Vt transistor at each intersection having a gate connected to the intersecting word line, a source connected to a fixed potential and a drain connected to the intersecting summing bit line, each digital pulse having a pulse width proportional to an analog quantity. During a charge collection time frame charge collected on each of the summing bit lines from current flowing in the programmable Vt transistor is summed. During a pulse generating time frame digital pulses are generated having pulse widths proportional to the amount of charge that was collected on each summing bit line during the charge collection time frame.

An arithmetic logic unit according to an embodiment of the present technology includes: a plurality of input lines; and a multiply-accumulate operation device. Electrical signals are input to the plurality of input lines. The multiply-accumulate operation device includes a pair of output lines, a plurality of multiplication units including a weight unit that generates, on the basis of the electrical signals input to the plurality of input lines, charges corresponding to multiplication values obtained by multiplying signal values represented by the electrical signals by weight values, a holding unit that holds a binary state, and a switch unit that outputs, on the basis of the held binary state, the charges generated by the weight unit to one of the pair of output lines, an accumulation unit that accumulates the charges output to the pair of output lines by the plurality of multiplication units, and an output unit that outputs, on the basis of the accumulated charges, a multiply-accumulate signal representing a sum of the multiplication values.

An improved integrator for use in physical analog-computing systems is disclosed, featuring real-time dynamic amplitude scaling schemas that make use of an injected correction factor responsive to a contemporaneous change in an input dynamic-amplitude-scaling compensation factor. The injected correction factor is designed to reduce or eliminate transient output perturbations due to the amplitude scaling change. The disclosures discussed have real-world applications for physical analog computers and hybrid computers used to control and manage many types of industrial-control systems.

An improved integrator for use in physical analog-computing systems is disclosed, featuring real-time dynamic amplitude scaling schemas that make use of an injected correction factor responsive to a contemporaneous change in an input dynamic-amplitude-scaling compensation factor. The injected correction factor is designed to reduce or eliminate transient output perturbations due to the amplitude scaling change. The disclosures discussed have real-world applications for physical analog computers and hybrid computers used to control and manage many types of industrial-control systems.

A user programmable integrated circuit includes a user-programmable routing network including a plurality of interconnect conductors selectively couplable to one another by user-programmable elements. A plurality of matrix vector multipliers, each have a plurality of word lines, each word line coupled to a different first one of the one of the interconnect conductors of the user-programmable routing network, the word lines forming intersections with a plurality of summing bit lines, a programmable Vt transistor at each intersection having a gate connected to the intersecting word line, a source connected to a fixed potential and a drain connected to the intersecting summing bit line. A charge-to-pulse-width converter circuit is associated with each one of the matrix vector multipliers, each having an input coupled to one of the summing bit lines, and a pulse output coupled to a different second one of the interconnect conductors of the user-programmable routing network.

A user programmable integrated circuit includes a user-programmable routing network including a plurality of interconnect conductors selectively couplable to one another by user-programmable elements. A plurality of matrix vector multipliers, each have a plurality of word lines, each word line coupled to a different first one of the one of the interconnect conductors of the user-programmable routing network, the word lines forming intersections with a plurality of summing bit lines, a programmable Vt transistor at each intersection having a gate connected to the intersecting word line, a source connected to a fixed potential and a drain connected to the intersecting summing bit line. A charge-to-pulse-width converter circuit is associated with each one of the matrix vector multipliers, each having an input coupled to one of the summing bit lines, and a pulse output coupled to a different second one of the interconnect conductors of the user-programmable routing network.