Architecture

Research

HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous Computing

Abstract HEROv2 is an FPGA-based, full-stack, open-source research platform designed to enable fast and accurate exploration of heterogeneous computing architectures, circumventing the compromises of traditional simulators. It integrates application-class 64-bit hosts (ARMv8 or

By Admin 11 Jan 2022 • 2 min read •

Research

A Heterogeneous In-Memory Computing Cluster For Flexible End-to-End Inference of Real-World Deep Neural Networks (Full Report)

By Admin 4 Jan 2022 • 3 min read •

Research

A Heterogeneous In-Memory Computing Cluster For Flexible End-to-End Inference of Real-World Deep Neural Networks

Abstract This paper presents a heterogeneous, tightly-coupled clustered architecture integrating 8 RISC-V cores, an analog In-Memory Computing (IMC) accelerator, and digital accelerators, designed for flexible end-to-end deep neural network (DNN) inference in TinyML

By Admin 4 Jan 2022 • 2 min read •

Research

A Parallel SystemC Virtual Platform for Neuromorphic Architectures (Full Report)

By Admin 24 Dec 2021 • 3 min read •

Research

A Parallel SystemC Virtual Platform for Neuromorphic Architectures

Abstract Simulating complex neuromorphic architectures and benchmarking demanding Artificial Neural Network (ANN) applications requires significant computational resources during the early design phase. This paper presents a novel parallel SystemC-based Virtual Platform (VP) specifically

By Admin 24 Dec 2021 • 1 min read •

Research

IMCRYPTO: An In-Memory Computing Fabric for AES Encryption and Decryption (Full Report)

By Admin 4 Dec 2021 • 3 min read •

Research

IMCRYPTO: An In-Memory Computing Fabric for AES Encryption and Decryption

Abstract IMCRYPTO is a novel In-Memory Computing (IMC) fabric designed to accelerate AES encryption and decryption using a unified hardware architecture. This approach combines the (Inv)SubBytes and (Inv)MixColumns steps, leveraging high

By Admin 4 Dec 2021 • 2 min read •

Research

PERCIVAL: Open-Source Posit RISC-V Core with Quire Capability (Full Report)

By Admin 30 Nov 2021 • 3 min read •

Research

PERCIVAL: Open-Source Posit RISC-V Core with Quire Capability

Abstract PERCIVAL is the first open-source, application-level RISC-V core to natively implement the complete posit arithmetic instruction set, critically including the quire fused operations. This implementation integrates the Xposit RISC-V extension into LLVM,

By Admin 30 Nov 2021 • 1 min read •

Research

G-GPU: A Fully-Automated Generator of GPU-like ASIC Accelerators (Full Report)

By Admin 11 Nov 2021 • 3 min read •

Research

G-GPU: A Fully-Automated Generator of GPU-like ASIC Accelerators

Abstract G-GPU introduces a general-purpose, GPU-like ASIC accelerator designed for energy-efficient, high-performance parallel processing in Systems on Chip (SoCs). The core innovation is GPUPlanner, an open-source, fully-automated platform that generates these complex accelerators

By Admin 11 Nov 2021 • 2 min read •

Research

vlang: Mapping Verilog Netlists to Modern Technologies (Full Report)

By Admin 9 Nov 2021 • 3 min read •