Certain aspects provide an apparatus for signal processing in a neural network. The apparatus generally includes a first set of computation in memory (CIM) cells configured as a first kernel for a neural network computation, the first set of CIM cells comprising on one or more first columns and a first plurality of rows of a CIM array, and a second set of CIM cells configured as a second kernel for the neural network computation, the second set of CIM cells comprising on one or more second columns and a second plurality of rows of the CIM array. In some aspects, the one or more first columns are different than the one or more second columns, and the first plurality of rows are different than the second plurality of rows.

A computing-in-memory circuit comprises a computing element array and an analog-to-digital conversion circuit. The computing element array is utilized for analog computation operations. The computing element array includes memory cells, a first group of computing elements, and a second group of computing elements. The first group of computing elements provides capacitance for analog computation in response to an input vector and receives data from the plurality of memory cells and the input vector. The second group of computing elements provides capacitance for quantization. Each computing element of the computing element array is based on a switched-capacitors circuit. The analog-to-digital conversion circuit includes a comparator and a conversion control unit. The comparator has a signal terminal, a reference terminal, and a comparison output terminal, wherein the first and second groups of computing elements are selectively coupled to the signal terminal and the reference terminal.

In accordance with some embodiments of the present disclosure, an apparatus including a crossbar circuit is provided. The crossbar circuit may include a plurality of cross-point devices with programmable conductance, a transimpedance amplifier (TIA), and an analog-to-digital converter (ADC). The TIA is configured to produce an output voltage based on an input current corresponding to a summation of current from a first plurality of the cross-point devices. The ADC is configured to generate a digital output corresponding to a digital representation of the output voltage of the TIA. To generate the digital output, the ADC is to generate, using a comparator, a first plurality of bits (e.g., MSBs) of the digital output by performing a coarse conversion process and a second plurality of bits (e.g., LSBs) of the digital output by performing a fine conversion process on a sample-and-hold voltage produced in the coarse conversion process.

Methods and systems are described for generating a process-voltage-temperature (PVT)-dependent reference voltage at a reference branch circuit based on a reference current obtained via a band gap generator and a common mode voltage input, generating a PVT-dependent output voltage at an output of a static analog calibration circuit responsive to the common mode voltage input and an adjustable current, adjusting the adjustable current through the static analog calibration circuit according to a control signal generated responsive to comparisons of the PVT-dependent output voltage to the PVT-dependent reference voltage, and configuring a clocked data sampler with a PVT-calibrated current by providing the control signal to the clocked data sampler.

Provided is an AD converter, including: an analog signal input circuit, configured to be input with an analog input signal, and output a first analog output signal based on the analog input signal and a second analog output signal based on the analog input signal at different timing; an integral circuit, configured to integrate the first analog output signal and the second analog output signal and output the first integral signal and the second integral signal; a predictive circuit, configured to predict an integral signal output after the output by the integral circuit based on the first integral signal and the second integral signal output by the integral circuit, and output a predictive integral signal; and a quantization circuit, configured to generate a digital signal with the predictive integral signal quantized.

An apparatus and method are disclosed with some embodiments including an analog and time to digital converter (ATDC) including a receiver, the receiver for receiving an analog channel input for conversion to a digital data, the digital data having at least one bit, and a defined absolute reference time stamp, the defined absolute reference time stamp representing an absolute reference time associated with conversion of the analog channel input to the digital data and an analog-to-digital converter, the converter converting the analog channel input to the digital data.

An analog-to-digital converter (ADC) is provided. In some examples, the ADC includes a first reference voltage supply input, a second reference voltage supply input, a comparator comprising an input node, and a first reference switch coupled between the second reference voltage supply input and the input node of the comparator. The ADC also includes a set of capacitors, where each capacitor of the set of capacitors comprises a first terminal. In addition, the ADC includes a second reference switch coupled between the first reference voltage supply input and the first terminal of each capacitor of the set of capacitors. The ADC further includes a third switch coupled between the input node of the comparator and the first terminal of each capacitor of the set of capacitors.

A control circuit and a method of calibrating a signal converter (such as DAC) are disclosed. The control circuit can be an existing control circuit, so no additional calibration circuit is required and the circuit area can be reduced. The control circuit can be an embedded microcontroller or other type of microcontroller. In general, the microcontroller includes an analog comparator and an arithmetic unit. With the combination of using the arithmetic unit to execute firmware program codes and using of the analog comparator, the control circuit is able to calibrate the signal converter.

An integrating Analog-to-digital converter has a global counter that outputs a counter code signal including a multiphase signal. It also has a column circuit including: a ramp wave generation circuit outputting a ramp wave voltage; a comparator comparing the ramp wave voltage with a pixel voltage; and a latch circuit latching the counter code signal at output inversion timing of the comparator. An output value of the latch circuit is used as a digital conversion output value per the column circuit. The counter has a phase division circuit outputting, as an LSB of the digital conversion output value of the integrating analog-to-digital converter, a phase division signal to the latch circuit, the phase division signal dividing a phase of the counter code signal. The phase division circuit is arranged to a plurality of column circuits, and the LSB is shared by a plurality of phase division circuits.

In an example, a system includes an input channel and a voltage to delay converter (V2D) coupled to the input channel. The system also includes a first multiplexer coupled to the V2D and an analog-to-digital converter (ADC) coupled to the first multiplexer. The system includes a second multiplexer coupled to the input channel and an auxiliary ADC coupled to the second multiplexer. The system includes calibration circuitry coupled to an output of the auxiliary ADC, where the calibration circuitry is configured to correct a non-linearity in a signal provided by the input channel. The calibration circuitry is also configured to determine the non-linearity of the signal provided to the ADC relative to the signal provided to the auxiliary ADC.