A memory unit includes a substrate and a floating gate memory cell. The floating gate memory cell includes an erase gate structure disposed on the substrate, floating gate structures select gates, a common source and drains. The common source is disposed in the substrate, and the erase gate structure is disposed on the common source. The floating gate structures protrude from recesses of the substrate at two opposite sides of the erase gate structure. A method for controlling the memory unit includes applying an erase gate programming voltage on the erase gate structure, applying a control gate programming voltage on the common source, applying a bit line programming voltage on the drains, and applying word line programming voltage on the select gates, in which the control gate programming voltage is greater than the erase gate programming voltage.

A memory device includes a column of at least three memory cells and a source line coupled to the source terminal of each memory cell. A source line driver is coupled to the source line, a voltage terminal, and a program voltage source and is switchable between a program operation, an erase operation, and a read operation.

A method of scanning N×N pixels using a vector-by-matrix multiplication array by (a) associating a filter of M×M pixels adjacent first vertical and horizontal edges, (b) providing values for the pixels associated with different respective rows of the filter to input lines of different respective N input line groups, (c) shifting the filter horizontally by X pixels, (d) providing values for the pixels associated with different respective rows of the horizontally shifted filter to input lines, of different respective N input line groups, which are shifted by X input lines, (e) repeating steps (c) and (d) until a second vertical edge is reached, (f) shifting the filter horizontally to be adjacent the first vertical edge, and shifting the filter vertically by X pixels, (g) repeating steps (b) through (e) for the vertically shifted filter, and (h) repeating steps (f) and (g) until a second horizontal edge is reached.

Disclosed herein are related to a memory device including a memory cell and a bias supply circuit providing a bias voltage to the memory cell. In one aspect, the bias supply circuit includes a bias memory cell coupled to the memory cell, where the bias memory cell and the memory cell may be of a same semiconductor conductivity type. The memory cell may include at least two gate electrodes, and the bias memory cell may include at least two gate electrodes. In one configuration, the bias memory cell includes a drain electrode coupled to one of the at least two gate electrodes of the bias memory cell. In this configuration, the bias voltage provided to the memory cell can be controlled by regulating or controlling current provided to the drain electrode of the bias memory cell.

A memory cell array with memory cells arranged in rows and columns, first sub source lines each connecting together the source regions in one of the rows and in a first plurality of the columns, second sub source lines each connecting together the source regions in one of the rows and in a second plurality of the columns, a first and second erase gate lines each connecting together all of the erase gates in the first and second plurality of the columns respectively, first select transistors each connected between one of first sub source lines and one of a plurality of source lines, second select transistors each connected between one of second sub source lines and one of the source lines, first select transistor line connected to gates of the first select transistors, and a second select transistor line connected to gates of the second select transistors.

A memory device, and method of making the same, that includes a substrate of semiconductor material of a first conductivity type, first and second regions spaced apart in the substrate and having a second conductivity type different than the first conductivity type, with a first channel region in the substrate extending between the first and second regions, a first floating gate disposed over and insulated from a first portion of the first channel region adjacent to the second region, a first coupling gate disposed over and insulated from the first floating gate, a first word line gate disposed over and insulated from a second portion of the first channel region adjacent the first region, and a first erase gate disposed over and insulated from the first word line gate.

A memory device includes a semiconductor substrate, first and second regions in the substrate having a conductivity type different than that of the substrate, with a channel region in the substrate extending between the first and second regions. The channel region is continuous between the first and second regions. A first floating gate is disposed over and insulated from a first portion of the channel region. A second floating gate is disposed over and insulated from a second portion of the channel region. A first coupling gate is disposed over and insulated from the first floating gate. A second coupling gate is disposed over and insulated from the second floating gate. A word line gate is disposed over and insulated from a third portion of the channel region between the first and second channel region portions. An erase gate is disposed over and insulated from the word line gate.

An artificial neural network device that utilizes one or more non-volatile memory arrays as the synapses. The synapses are configured to receive inputs and to generate therefrom outputs. Neurons are configured to receive the outputs. The synapses include a plurality of memory cells, wherein each of the memory cells includes spaced apart source and drain regions formed in a semiconductor substrate with a channel region extending there between, a floating gate disposed over and insulated from a first portion of the channel region and a non-floating gate disposed over and insulated from a second portion of the channel region. Each of the plurality of memory cells is configured to store a weight value corresponding to a number of electrons on the floating gate. The plurality of memory cells are configured to multiply the inputs by the stored weight values to generate the outputs.

A method of programing a memory device having a plurality of memory cell groups where each of the memory cell group includes N non-volatile memory cells, where N is an integer greater than or equal to 2. For each memory cell group, the method includes programming each of the non-volatile memory cells in the memory cell group to a particular program state, performing multiple read operations on each of the non-volatile memory cells in the memory cell group, identifying one of the non-volatile memory cells in the memory cell group that exhibits a lowest read variance during the multiple read operations, deeply programming all of the non-volatile memory cells in the memory cell group except the identified non-volatile memory cell, and programming the identified non-volatile memory cell in the memory cell group with user data.

An electrically erasable programmable nonvolatile memory cell includes a semiconductor substrate having a first substrate region and a trench region apart from the first substrate region in a lateral direction, a channel region between the first substrate region and the bottom portion of the trench region, an electrically conductive control gate insulated from and disposed over the first channel portion, an electrically conductive floating gate insulated from the bottom and sidewall portions of the trench region, an insulation region disposed over the second channel portion between the control gate and the second floating gate portion, an electrically conductive source line insulated from the floating gate and electrically connected to the trench region of the substrate, and an electrically conductive erase gate insulated from and disposed over a tip of the floating gate.