Research

Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode

Abstract Dustin is a 16-core parallel ultra-low-power RISC-V cluster designed for edge devices, focusing on energy-intensive Deep Neural Network (DNN) workloads. Its key innovation is the support for fully flexible 2- to 32-bit

By Admin 21 Jan 2022 • 2 min read •

Research

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

By Admin 11 Jan 2022 • 3 min read •

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 •