M. Hassan Najafi

Martin Margala

IEEE Embed. Syst. Lett., June, 2024

Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data.

[BibT_eX]

[DOI]

CoRR, 2024

Late Breaking Results: Fortifying Neural Networks: Safeguarding Against Adversarial Attacks with Stochastic Computing.

[BibT_eX]

[DOI]

Faeze S. Banitaba

CoRR, 2024

All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing.

[BibT_eX]

[DOI]

Faeze S. Banitaba

Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing.

[BibT_eX]

[DOI]

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices.

[BibT_eX]

[DOI]

MohammadHosein Gholamrezaei

IEEE Embed. Syst. Lett., December, 2023

Hardware-Software Co-Optimization of Long-Latency Stochastic Computing.

[BibT_eX]

[DOI]

IEEE Embed. Syst. Lett., December, 2023

A Generalized Residue Number System Design Approach for Ultralow-Power Arithmetic Circuits Based on Deterministic Bit-Streams.

[BibT_eX]

[DOI]

Kamyar Givaki

Ahmad Khonsari

Saeid Gorgin

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Agile Simulation of Stochastic Computing Image Processing With Contingency Tables.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2023

Guest Editorial Unconventional Computing Techniques for Emerging Technology Applications.

[BibT_eX]

[DOI]

Paul P. Sotiriadis

Jie Han

Josep Lluís Rosselló Sanz

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

Stochastic Computing Design and Implementation of a Sound Source Localization System.

[BibT_eX]

[DOI]

Peter Schober

Nima TaheriNejad

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures.

[BibT_eX]

[DOI]

CoRR, 2023

Sorting it out in Hardware: A State-of-the-Art Survey.

[BibT_eX]

[DOI]

Faeze S. Banitaba

CoRR, 2023

Learning from Hypervectors: A Survey on Hypervector Encoding.

[BibT_eX]

[DOI]

CoRR, 2023

Accurate and Energy-Efficient Stochastic Computing with Van Der Corput Sequences.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023

Multiplexer Optimization for Adders in Stochastic Computing.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023

Scalable Low-Cost Sorting Network with Weighted Bit-Streams.

[BibT_eX]

[DOI]

Brady Prince

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Graph Neural Network Assisted Quantum Compilation for Qubit Allocation.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Reconvergent Path-aware Simulation of Bit-stream Processing.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Stochastic Computing for Reliable Memristive In-Memory Computation.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams in Memristive Memory.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

High-Accuracy Multiply-Accumulate (MAC) Technique for Unary Stochastic Computing.

[BibT_eX]

[DOI]

Peter Schober

Nima TaheriNejad

IEEE Trans. Computers, 2022

Sorting in Memristive Memory.

[BibT_eX]

[DOI]

Nima Taherinejad

ACM J. Emerg. Technol. Comput. Syst., 2022

Full Stack Parallel Online Hyperdimensional Regression on FPGA.

[BibT_eX]

[DOI]

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

Sound Source Localization Using Stochastic Computing.

[BibT_eX]

[DOI]

Peter Schober

Nima TaheriNejad

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

A Low-Cost Stochastic Computing-based Fuzzy Filtering for Image Noise Reduction.

[BibT_eX]

[DOI]

Samaneh Naderi

Mahdi Fazeli

Proceedings of the 13th IEEE International Green and Sustainable Computing Conference, 2022

A fast and low-cost comparison-free sorting engine with unary computing: late breaking results.

[BibT_eX]

[DOI]

Samaneh Naderi

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

High Quality Down-Sampling for Deterministic Approaches to Stochastic Computing.

[BibT_eX]

[DOI]

MohammadHosein Gholamrezaei

IEEE Trans. Emerg. Top. Comput., 2021

High-Performance Deterministic Stochastic Computing Using Residue Number System.

[BibT_eX]

[DOI]

Kamyar Givaki

Reza Hojabr

IEEE Des. Test, 2021

Exact Stochastic Computing Multiplication in Memristive Memory.

[BibT_eX]

[DOI]

Nima Taherinejad

IEEE Des. Test, 2021

Robust In-Memory Computing with Hyperdimensional Stochastic Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2021

CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic Computing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

Energy-Efficient Pulse-Based Convolution for Near-Sensor Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Fuzzy-Logic using Unary Bit-Stream Processing.

[BibT_eX]

[DOI]

Mahdi Fazeli

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Exact In-Memory Multiplication Based on Deterministic Stochastic Computing.

[BibT_eX]

[DOI]

Nima Taherinejad

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Accelerating Deterministic Stochastic Computing with Context-Aware Bit-stream Generator.

[BibT_eX]

[DOI]

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Late Breaking Results: LDFSM: A Low-Cost Bit-Stream Generator for Low-Discrepancy Stochastic Computing.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Performing Stochastic Computation Deterministically.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2019

Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2019

Accelerating Deterministic Bit-Stream Computing with Resolution Splitting.

[BibT_eX]

[DOI]

Proceedings of the 20th International Symposium on Quality Electronic Design, 2019

Low Cost Hybrid Spin-CMOS Compressor for Stochastic Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Reza Hojabr

Kamyar Givaki

S. M. Reza Tayaranian

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Energy-Efficient Near-Sensor Convolution using Pulsed Unary Processing.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

Using Residue Number Systems to Accelerate Deterministic Bit-stream Multiplication.

[BibT_eX]

[DOI]

M. Hossein Gholamrezayi

Saeid Gorgin

Dara Rahmati

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

Context-Aware Number Generator for Deterministic Bit-stream Computing.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

2018

Low-Cost Sorting Network Circuits Using Unary Processing.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2018

On Memory System Design for Stochastic Computing.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2018

Quantized neural networks with new stochastic multipliers.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Deterministic methods for stochastic computing using low-discrepancy sequences.

[BibT_eX]

[DOI]

Marc D. Riedel

Proceedings of the International Conference on Computer-Aided Design, 2018

2017

Time-Encoded Values for Highly Efficient Stochastic Circuits.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2017

Polysynchronous Clocking: Exploiting the Skew Tolerance of Stochastic Circuits.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2017

An Overview of Time-Based Computing with Stochastic Constructs.

[BibT_eX]

[DOI]

IEEE Micro, 2017

A Reconfigurable Architecture with Sequential Logic-Based Stochastic Computing.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2017

Power and Area Efficient Sorting Networks Using Unary Processing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

High-speed stochastic circuits using synchronous analog pulses.

[BibT_eX]

[DOI]

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

A Fast Fault-Tolerant Architecture for Sauvola Local Image Thresholding Algorithm Using Stochastic Computing.

[BibT_eX]

[DOI]

Mostafa E. Salehi

IEEE Trans. Very Large Scale Integr. Syst., 2016

A High-Capacity Separable Reversible Method for Hiding Multiple Messages in Encrypted Images.

[BibT_eX]

[DOI]

CoRR, 2016

Using Stochastic Computing to Reduce the Hardware Requirements for a Restricted Boltzmann Machine Classifier.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

Polysynchronous stochastic circuits.

[BibT_eX]

[DOI]

Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016

2015

GPU-Accelerated Nick Local Image Thresholding Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

An FPGA implementation of a Restricted Boltzmann Machine classifier using stochastic bit streams.

[BibT_eX]

[DOI]