Ferroelectric MirrorBit-Integrated Field-Programmable Memory Array for the TCAM, Storage, and In-Memory Computing Applications
Source
IEEE Transactions on Electron Devices
ISSN
00189383
Date Issued
2024-05-01
Author(s)
Meihar, Paritosh
Srinu, Rowtu
Lashkare, Sandip
Singh, Ajay Kumar
Mulaosmanovic, Halid
Deshpande, Veeresh
Dunkel, Stefan
Beyer, Sven
Ganguly, Udayan
Abstract
In-memory computing (IMC) on a reconfigurable architecture is the emerging field that performs an application-based resource allocation for computational efficiency and energy optimization. In this work, we propose a ferroelectric MirrorBit-integrated field-programmable reconfigurable memory. We show the conventional 1-Bit ferroelectric field-effect transistor (FeFET), the MirrorBit, and MirrorBit-based ternary content-addressable memory (MCAM or MirrorBit-based TCAM) within the same field-programmable array. Apart from the conventional uniform up and down polarization states, the additional states in the MirrorBit are programed by applying a nonuniform electric field along the transverse direction, which produces a gradient in the polarization and the conduction band energy, thereby creating a total of four states or 2-bit of information. The gradient in the conduction band resembles a Schottky barrier (Schottky diode), whose orientation can be configured by applying an appropriate field. The TCAM operation is demonstrated using the MirrorBit-based diode on the reconfigurable array. The reconfigurable array architecture can switch from AND-type to NOR-type and vice versa. The AND-type array is appropriate for programming the conventional bit and the MirrorBit. The MirrorBit-based Schottky diode in the NOR-array resembles a crossbar structure, which is appropriate for diode-based content-addressable memory (CAM) operation. Our proposed memory system can enable fast write via 1-bit FeFET, the dense data storage capability by Mirrorbit technology, and the fast search capability of the MCAM. Furthermore, the dual-configurable ability enables power, area, and speed optimization making the reconfigurable Fe-Mirrorbit memory a compelling solution for in-memory and associative computing.
Subjects
Content-addressable memory (CAM) | ferroelectric field-effect transistor (FeFET) | field-programmable array | MirrorBit | reconfigurable diode | Schottky diode
