Journal & conference publications

Utilization of machine learning to identify lower extremity biomechanical predictors of rupture in a validated cadaveric model of ACL injuryJournal

PPIMCE: In-memory computing fabric for privacy preserving computingJournal

SATurn: A low-power FeFET crossbar architecture for solving Boolean satisfiability problemsConference

XL-HD: Extended learning in hyperdimensional computing via deterministic projections for in-memory acceleratorsConference

Increasing the efficiency of associative processor architectures via CMOS-compatible hybridizationConference

Late breaking results: SP-HD: Stochastic projection-based hyperdimensional architecture for near-sensor image classificationConference

Shared-PIM: Enabling concurrent computation and data flow for faster processing-in-DRAMJournal

A survey on computing-in-memory (CIM) and emerging nonvolatile memory (NVM) simulatorsJournal

Enhancing biologically inspired hierarchical temporal memory with hardware-accelerated reflex memoryJournal

IMCRYPTO: An efficient hardware crypto engine based on in-memory computingConference

HIDE: A hyperdimensional in-DRAM encoder for fast and energy-efficient classificationConference

ReX-HD: A deterministic ReRAM-based hyperdimensional computing framework for edge computingConference

Late breaking results: On-the-fly Hadamard hypervector processing for efficient hyperdimensional computingConference

Accelerating recommendation systems with in-memory embedding operationsJournal

A computing-in-memory-based one-class hyperdimensional computing model for outlier detectionJournal

The impact of device technologies on the design of non-volatile content addressable memoriesConference

AFeCAM: An energy efficient analog 1FeFET content addressable memoryConference

Design of a compact spin-orbit-torque-based ternary content addressable memoryJournal

Accelerating finite-field and torus FHE via compute-enabled (S)RAMJournal

An energy-efficient computing-in-memory (CIM) scheme using field-free spin-orbit torque (SOT) magnetic RAMsJournal

Algorithm/hardware co-design for few-shot learning at the edgeConference

In-memory computing accelerators for emerging learning paradigmsConference

Reconfigurable logic-in-memoryJournalNews & Views

Modeling and design for magnetoelectric ternary content addressable memory (TCAM)Journal

IMCRYPTO: An in-memory computing fabric for AES encryption and decryptionJournal

IMARS: An in-memory-computing architecture for recommendation systemsConference

Ferroelectric FET configurable memory arrays and their applicationsConferenceInvited

Hardware-aware automated architecture search for brain-inspired hyperdimensional computingConference

Computing-in-memory using ferroelectrics: From single- to multi-input logicJournal

The implications of ferroelectric FET device models to the design of computing-in-memory architecturesJournal

Two-dimensional transistors with reconfigurable polarities for secure circuitsJournal

Attention-in-memory for few-shot learning with configurable ferroelectric FET arraysConference

Exploiting FeFETs via cross-layer design from in-memory computing circuits to meta-learning applicationsConferenceInvited

The impact of ferroelectric FETs on digital and analog circuits and architecturesJournal

EVA-CIM: A system-level performance and energy evaluation framework for computing-in-memory architecturesJournal

Computing-in-memory for performance and energy efficient homomorphic encryptionJournal

Emerging neural workloads and their impact on hardwareConferenceInvited

Modeling and benchmarking computing-in-memory for design space explorationConferenceInvited

A fast and energy efficient computing-in-memory architecture for few-shot learning applicationsConference

Algorithmic acceleration of B/FV-like somewhat homomorphic encryption for compute-enabled RAMConference

Design and analysis of an ultra-dense, low-leakage and fast FeFET-based random access memory arrayJournal

A computing-in-memory engine for searching on homomorphically encrypted dataJournal

Accelerating deep neural networks in processing-in-memory platforms: Analog or digital approach?ConferenceInvited

The impact of emerging technologies on architectures and system-level managementConferenceInvited

Ferroelectric FET based in-memory computing for few-shot learningConferenceInvited

Ferroelectric FET based TCAM designs for energy efficient computingConferenceInvited

An ultra dense 2-ferroelectric FET TCAM based on a multi-domain modelJournal

Computing in memory with FeFETsConferenceBest Paper Award

A defects simulator for robustness analysis of QCA circuitsJournal

A methodology for standard cell design for QCAConference

A novel methodology for robustness analysis of QCA circuitsConference

O uso do clock assíncrono para aumento da confiabilidade de circuitos QCAConferenceInvited