hls4ml: An open-source codesign workflow to empower scientific low-power machine learning devices
F Fahim, B Hawks, C Herwig, J Hirschauer… - arXiv preprint arXiv …, 2021 - arxiv.org
Accessible machine learning algorithms, software, and diagnostic tools for energy-efficient
devices and systems are extremely valuable across a broad range of application domains. In …
devices and systems are extremely valuable across a broad range of application domains. In …
A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC
G Di Guglielmo, F Fahim, C Herwig… - … on Nuclear Science, 2021 - ieeexplore.ieee.org
… Farah Fahim and Nhan Tran are with the Fermi National Accelerator Laboratory, Batavia,
IL … Farah Fahim and Yingyi Luo focused on the digital implementation, power analysis, and …
IL … Farah Fahim and Yingyi Luo focused on the digital implementation, power analysis, and …
On-sensor data filtering using neuromorphic computing for high energy physics experiments
This work describes the investigation of neuromorphic computing-based spiking neural
network (SNN) models used to filter data from sensor electronics in high energy physics …
network (SNN) models used to filter data from sensor electronics in high energy physics …
Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning
…, MB Valentin, K DiPetrillo, F Fahim… - Machine Learning …, 2024 - iopscience.iop.org
Highly granular pixel detectors allow for increasingly precise measurements of charged particle
tracks. Next-generation detectors require that pixel sizes will be further reduced, leading …
tracks. Next-generation detectors require that pixel sizes will be further reduced, leading …
Cryogenic electronics development for high-energy physics: An overview of design considerations, benefits, and unique challenges
D Braga, S Li, F Fahim - IEEE Solid-State Circuits Magazine, 2021 - ieeexplore.ieee.org
In the quest to study the fundamental nature of matter and the universe, high-energy physics
(HEP) experiments often operate in extreme conditions that lie well outside the standard …
(HEP) experiments often operate in extreme conditions that lie well outside the standard …
Memory-immersed collaborative digitization for area-efficient compute-in-memory deep learning
…, N Darabi, B Parpillon, F Fahim… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
This work discusses memory-immersed collaborative digitization among compute-in-memory
(CiM) arrays to minimize the area overheads of a conventional analog-to-digital converter (…
(CiM) arrays to minimize the area overheads of a conventional analog-to-digital converter (…
New lead-free double perovskites A2NaInI6 (A= Cs, Rb) for solar cells and renewable energy; first principles analysis
The conversions of light energy and heat energy into electrical energy are the leading source
of renewable energy and extensively studied from the last decade. Therefore, we have …
of renewable energy and extensively studied from the last decade. Therefore, we have …
HfO2-based nanostructured thin-films (ie, low-e coatings) with robust optical performance and energy efficiency
This study investigates the electronic, optical, and thermo electronic properties executed by
First Principles and experimental examination on undoped HfO 2 and Copper (Cu) based …
First Principles and experimental examination on undoped HfO 2 and Copper (Cu) based …
How to build a quantum supercomputer: Scaling challenges and opportunities
…, S Chatterjee, GA Dagnew, A Esposito, F Fahim… - arXiv preprint arXiv …, 2024 - arxiv.org
In the span of four decades, quantum computation has evolved from an intellectual curiosity
to a potentially realizable technology. Today, small-scale demonstrations have become …
to a potentially realizable technology. Today, small-scale demonstrations have become …
Various structures based on nickel oxide thick films as gamma radiation sensors
K Arshak, O Korostynska, F Fahim - Sensors, 2003 - mdpi.com
Thick films of Nickel oxide (NiO) in the form of pn-junctions and planar structures with
interdigitated electrodes were investigated for γ-radiation dosimetry purposes. Samples were …
interdigitated electrodes were investigated for γ-radiation dosimetry purposes. Samples were …