Category: Event
ACRC Webinar: Radiation Hardening By Design
Speaker: Tuvia Liran
Date: February 16, 2026 – Monday
Time: 16:00 – 17:30 Israel Time
Language: Hebrew
Abstract:
Chips are exposed to energetic particles, but in some applications, such as space, the doze of particles is high and hazardous. Protons, ion, neutrons, alpha/beta/gamma particles and X-ray might degrade the performance, shorten lifetime, and might cause hard or soft failures.
The lecture will describe the failure mechanisms and key mitigation techniques. The common mechanisms are TID, SEL, SEU, but there are additional mechanisms that might affect special applications. It is typically not practical to eliminate the failures, but it is practical and achievable to mitigate them significantly.
Mitigation the radiation effects can be done by process, architecture/logic/circuit/layout design, by software/firmware, and by system level mechanical/hardware/software techniques. The key techniques will be presented. The most common mitigation technique, which is implemented during the chip design flow, is named Radiation Hardening By Design (RHBD). This is the main scope of the lecture.
Advanced semiconductor technologies are inherently more immune to radiation effects. However, some circuits, especially those operate at relatively high voltage, might be under-protected, unless mitigated by simple design techniques. Some tips will be provided.
Bio:
Tuvia Liran had >40 years of experience in VLSI development, including analog & digital design, process, testing, Q&R, packaging and more. He wrote 15 patents, mostly on VLSI circuits.
He graduated Bsc in physics, and EE and Msc in electronics from the Technion in the eighties, and since then he was in VLSI industry, and mentoring projects in VLSI lab.
He was co-founder of Ramon.Space, where he was responsible, as CTO, for the development of the technologies for space applications. The components demonstrated extremely high immunity to all radiation effects, and company’s products had been selected for many space missions, including missions to Mars, Asteroids, Jupiter, Saturn, Sun, and many satellites.
He served as navigator in IAF during his military service.
The webinar is free but registration is required. The Zoom link will be sent after registration.
ACRC Webinar: “Spiking Manifesto” – a new way to build and train artificial neural networks
Date: February 11, 2026 – Wednesday
Time: 17:00 – 18:30 Israel Time
Speaker: Eugene Izhikevich, Founder and CEO of SpikeCore
Language: English
Abstract:
Current AI models are a thousand times less energy-efficient than the brain. These models use artificial neural networks (ANNs) requiring GPUs for multiplication of huge matrices. In contrast, spiking neural networks (SNNs) within the human brain do not employ matrix multiplication and dissipate orders of magnitude less energy.
In this talk, Prof. Eugene Izhikevich presents the Spiking Manifesto: a framework for thinking about popular AI models in terms of spiking networks and polychronization, and for interpreting spiking activity within the brain as nature’s way of providing look-up tables. This approach offers a novel approach to develop ANNs in hardware and to build AI models based on innovative architectures. The spiking manifesto provides a path to thousandfold improvements in energy efficiency.
Biography:
Founder and CEO of SpikeCore, San Diego, California
Founder and Chairman of the Board of Brain Corp, San Diego, California
Founder and Editor-in-Chief of Scholarpedia – the peer-reviewed encyclopedia
Publications: https://scholar.google.com/citations?user=1JeBX-IAAAAJ
The webinar is free, but registration is required. The Zoom session link will be sent after registration.
ACRC Webinar: Quantum Supercomputers
A link to the Zoom session will be provided after registration.
Important: Participation is free of charge, but registration is required.
ACRC Retreat 2026
Dear ACRC colleagues,
We are pleased to invite you to the ACRC Research Retreat 2026, which will take place on February 24–25, 2026, at Pastoral Kfar Blum Hotel.
The retreat brings together industry researchers, faculty members, and graduate students in hardware engineering for two days of technical exchange, research presentations, and cross-disciplinary discussions.
Following last year’s positive feedback, this year’s program will include additional time for discussions and meaningful interactions among participants.
Photo album from last year’s retreat – ACRC retreat 2025
Theme of the 2026 Retreat
Breaking Barriers in Scalable Computing Platforms: Energy, Connectivity, Security & Education
As AI workloads continue to reshape modern computing, scalable hardware platforms face new and complex challenges.
This year, we will focus on four domains that are defining the direction of innovation in our field:
- Energy Efficiency
Low-power design, sustainable computing, edge AI, In Meomry Computing - Connectivity & High-Speed Data Movement
Chiplets, die-to-die, wireline, photonics, wireless beyond 5G. - Hardware Security for AI Systems
Secure architectures, confidential computing, resilience to attacks. - Engineering education in the AI era
Skills, workflows, AI-assisted design, academy–industry collaboration.
These themes reflect insights raised throughout the year in joint academic–industry discussions and advisory council meetings.
Detailed agenda will be published 5 weeks prior to the event.
Why Attend?
- Engage with cutting-edge research in scalable computing platforms.
- Participate in in-depth technical discussions with leading experts.
- Explore opportunities for collaboration between academia and industry.
- Contribute to shaping the next generation of hardware engineers.
- Enjoy extended networking and informal interactions in a relaxed environment.
Program Highlights
- Keynote lectures by leading researchers
- Research talks from academia and industry
- Graduate student flash talks and poster sessions
- Roundtable discussions on emerging challenges
- Excursion in the Upper Galilee region
- Extended mingling and connection-building opportunities
Practical Details
- Dates: February 24–25, 2026
- Location: Pastoral Kfar Blum Hotel
- Registration deadline: February 4, 2026
- Participants: Industry researchers, faculty members, graduate students
- Cost:
-
- ACRC members receive 2-4 invitations at no cost, depending on their membership level
- 600 NIS per faculty member
- 300 NIS per graduate student
- 1800 NIS per all other participants
- Cancellation policy: Free cancellation up to one week before the event.
Registration link – Registration for the ACRC Research Retreat 2026
For additional information, please contact Ofira Levanon – levanon.o@technion.ac.il
Warm regards,
ACRC research retreat team
Prof. Ariel Cohen,
Prof. Shahar Kvatinsky
Tami Sasporta
Ofira Levanon
ACRC Course: High-Speed DSP/DAC/ADC-Based Wireline Transceivers
| Instructor: | Prof. Samuel Palermo, Texas A&M University |
| Teaching Assistant: | TBD |
| Lectures: | 3 days |
| Academic Points: | 1 |
| Exam: | TBD |
| Course Fees: | 1700$ (See membership options) |
For registration, click here
Registration closes on February 26th, 2026
Date: March 8 – 10, 2026
Time: 9:00 – 18:00 Israel Time
Location: Auditorium 1003, Meyer Building, Technion
Language: English
Bio:
Samuel Palermo (S’98-M’07-SM’17) received the B.S. and M.S. degrees in electrical engineering from Texas A&M University, College Station, TX in 1997 and 1999, respectively, and the Ph.D. degree in electrical engineering from Stanford University, Stanford, CA in 2007. From 1999 to 2000, he was with Texas Instruments, Dallas, TX, where he worked on the design of mixed-signal integrated circuits for high-speed serial data communication. From 2006 to 2008, he was with Intel Corporation, Hillsboro, OR, where he worked on high-speed optical and electrical I/O architectures. In 2009, he joined the Electrical and Computer Engineering Department of Texas A&M University where he is currently the J. W. Runyon Jr. Professor. His research interests include high-speed electrical and optical interconnect architectures, RF photonics, radiation-hardened electronics, and AI computing hardware. He is currently an associate editor for IEEE Journal of Solid-State Circuits and has previously served in this role for IEEE Solid-State Circuits Letters and IEEE Transactions on Circuits and System – II. He has also previously served as a distinguished lecturer for the IEEE Solid-State Circuits Society and on the IEEE CASS Board of Governors.
Course Content
Syllabus:
This course covers system and circuit design techniques of high-speed SERDES transceivers based on DSP, DAC, and ADC blocks. Topics include wireline channels, communication techniques, transmitters, receivers, high-speed digital-to-analog and analog-to-digital converters, equalizers, and clocking circuitry. This course is intended for Analog/Mixed-Signal IC designers and graduate students interested in learning design techniques for state-of-the-art SERDES transceivers used in datacenters, AI systems and communication systems.
Learning Outcomes:
Upon successful completion of the course, the student will be able to:
- Understand high-speed wireline channel properties and communications techniques
- Understand link system design utilizing statistical bit-error-rate analysis and modeling tools.
- Understand the design specifications and implementation details of high-speed SERDES circuits such as drivers, receivers, equalizers, and clocking systems
- Understand the design specifications and implementation details of high-speed digital-to-analog and analog-to-digital converters
Schedule:
Day 1 Morning
9-9:50 Introduction
- Introduction
- Analog Wireline Transceivers
- Long Reach (LR) DAC/ADC-DSP Transceivers
- High-Performance Data Converters
10-10:50 Wireline Channel Components and Communication Techniques
- 200+ Gb/s LR Channel Environment
- S-parameter Channel Example
- ISI, Pulse Response, and Peak Distortion Analysis
- System Noise Modeling
11-12 Equalization System Analysis
- TX FFE
- RX FFE
- CTLE
- DFE
Day 1 Afternoon
13-13:50 Wireline Transmitter Circuits
- Current and Voltage-Mode Drivers
- Swing Enhancement Techniques
14-15:15 Wireline Transmitter Circuits
- Analog FFE TX
- Impedance Control
15:30-17 Wireline Transmitter Circuits
- Pad Bandwidth Extension
- High-Speed Serializers
- Predriver Bandwidth Extension
17:10-18 High-Speed DAC & Digital FFE
- Current-Mode DAC TX
- Voltage-Mode DAC TX
- Digital TX FFE
Day 2 Morning
9-9:50 Wireline Receiver Circuits
- Receiver Front-End Architecture
- Input Bandwidth Extension Networks
- Low-Frequency Equalization
10-10:50 Wireline Receiver Circuits
- Continuous-Time Linear Equalizers
- Variable Gain Amplifiers
- AFE Linearity
11-12 Wireline Receiver Circuits
- Clocked Comparators
- Analog Link Sensitivity Analysis
- Deserializers
Day 2 Afternoon
13-13:50 RX Analog FFE, DFE, and Equalization Adaptation
- RX FFE
- Decision Feedback Equalizer
- Equalization Adaptation Techniques
14-15:15 High-Speed Time-Interleaved ADCs
- ADC/DSP-Based Receiver Motivation
- ADC Resolution Requirements & Topologies
- Sampling Circuits
15:30-17 ADC Circuits
- SAR ADC Circuits
- Flash ADC Circuits
17:10-18 Time-Interleaved ADC Calibration Techniques
Day 3 Morning
9-9:50 Digital RX Equalization
- Digital FFE
- Digital DFE
- MLSD
10-10:50 PLL Clock Generation
- PLL Overview
- Analog Charge Pump PLL
11-12 PLL Clock Generation
- Digital PLL
- Time Domain Modeling
Day 3 Afternoon
13-13:50 Wireline PLL Examples
14-15:15 Clock Distribution, Multi-Phase Generation/Calibration, and CDR Overview
- Clock Distribution
- Multi-Phase Generation
- Multi-Phase Calibration
- CDR Overview
15:30-17 Clock and Data Recovery Systems
- Phase Detectors
- Analog PLL-based CDR
- Digital PLL-based CDR
- Dual-Loop CDRs
- PIs & DLLs
- Jitter Transfer, Generation, and Tolerance
17:10-18 Alternative SERDES Transceivers – Looking Forward
- 100+ Gb/s LR Transceiver Trends
- Higher-Order PAM
- Simultaneous Bidirectional
- Discrete Multitone
- Multicarrier
- Co-Packaged Optics
Bonus Material
PLL Building Blocks
- PFD
- Charge Pump
- Loop Filter
- Time-to-Digital Converters
- VCOs & DCOs
- Dividers
For registration, click here
ACRC Webinar: Ask Me Anything & How to Write a Strong SSCS Conference Paper
Date: December 10, 2025, Wednesday
Time: 17:00 – 18:00 Israel Time
Speaker: Keith Bowman, Qualcomm Technologies
Language: English
Abstract:
As a follow up to the ACRC Webinar on Dec. 8th, this session provides an additional question and answer opportunity for attendees from university or industry to ask about a wide range of topics such as future technology directions, performing research in industry, transferring research ideas into products, etc. Since some common questions from previous sessions relate to writing a Solid-State Circuits Society (SSCS) conference paper, this webinar covers this topic with a 20-minute presentation, covering the SSCS conference basics, the paper-rating criteria as presented at the IEEE International Solid-State Circuits Conference (ISSCC) Reviewer Training, and the key steps for organizing and writing a strong SSCS conference submission.
Biography:
Keith A. Bowman is a Principal Engineer and Director of the System-on-Chip Research Lab at Qualcomm Technologies, Inc. in Raleigh, NC. He directs the research and development of circuit and system technologies to improve the performance, energy efficiency, yield, reliability, and security of Qualcomm processors. Dr. Bowman and his team pioneered four commercially successful circuit and system solutions, significantly benefiting CPUs, GPUs, neural processing units (NPUs), and secure processing unit (SPUs) across internet-of-things (IoT), mobile, laptop, and automotive platforms. He received the B.S. degree from North Carolina State University in 1994 and the M.S. and Ph.D. degrees from the Georgia Institute of Technology in 1995 and 2001, respectively, all in electrical engineering. His career includes a 12-year tenure at Intel Corporation in Hillsboro, OR prior to joining Qualcomm in 2013.
Dr. Bowman has published over 90 technical papers, received more than 100 patents, and given over 50 tutorial, special-session, and keynote presentations. His contributions have been recognized with the 2016 Qualcomm Corporate Research and Development (CRD) Distinguished Contributor Award for Technical Contributions, representing CRD’s highest recognition, and the 2022 Qualcomm IP Achievement Award. He has held various leadership roles within the IEEE Solid-State Circuits Society (SSCS) such as serving as an IEEE SSCS Distinguished Lecturer, IEEE SSCS Mentor, and multiple technical committee positions for the IEEE International Solid-State Circuits Conference (ISSCC). He currently serves as the ISSCC 2026 Program Chair. He is a Fellow of the IEEE.
The webinar is free, but registration is required. The Zoom link will be sent after registration.
ACRC Webinar: Adaptive Processor Designs
Date: December 8, 2025, Monday
Time: 16:00 – 17:30 Israel Time
Speaker: Keith Bowman, Qualcomm Technologies
Language: English
Abstract:
System-on-chip (SoC) processors across a wide range of market segments, including Internet of Things (IoT), mobile, laptop, automotive, and datacenter, experience dynamic device, circuit, and system parameter variations during the operational lifetime. These dynamic parameter variations, including supply voltage droops, temperature changes, transistor aging, and workload fluctuations, degrade processor performance, energy efficiency, yield, and reliability. This webinar introduces the primary variation sources and the negative impact of these variations across voltage and clock frequency operating conditions. Then, this webinar presents adaptive processor designs to mitigate the adverse effects from dynamic parameter variations while highlighting the key trade-offs and considerations for product deployment.
Biography:
Keith A. Bowman is a Principal Engineer and Director of the System-on-Chip Research Lab at Qualcomm Technologies, Inc. in Raleigh, NC. He directs the research and development of circuit and system technologies to improve the performance, energy efficiency, yield, reliability, and security of Qualcomm processors. Dr. Bowman and his team pioneered four commercially successful circuit and system solutions, significantly benefiting CPUs, GPUs, neural processing units (NPUs), and secure processing unit (SPUs) across internet-of-things (IoT), mobile, laptop, and automotive platforms. He received the B.S. degree from North Carolina State University in 1994 and the M.S. and Ph.D. degrees from the Georgia Institute of Technology in 1995 and 2001, respectively, all in electrical engineering. His career includes a 12-year tenure at Intel Corporation in Hillsboro, OR prior to joining Qualcomm in 2013.
Dr. Bowman has published over 90 technical papers, received more than 100 patents, and given over 50 tutorial, special-session, and keynote presentations. His contributions have been recognized with the 2016 Qualcomm Corporate Research and Development (CRD) Distinguished Contributor Award for Technical Contributions, representing CRD’s highest recognition, and the 2022 Qualcomm IP Achievement Award. He has held various leadership roles within the IEEE Solid-State Circuits Society (SSCS) such as serving as an IEEE SSCS Distinguished Lecturer, IEEE SSCS Mentor, and multiple technical committee positions for the IEEE International Solid-State Circuits Conference (ISSCC). He currently serves as the ISSCC 2026 Program Chair. He is a Fellow of the IEEE.
The webinar is free, but registration is required. The Zoom session link will be sent after registration.
ACRC Event: Celebrating 25 Years of the Flash Drive: A Conversation with Its Inventor, Dov Moran
The Technion invites students, faculty, and industry partners to a special conversation with Dov Moran, entrepreneur, inventor of the USB flash drive, Technion alumnus, and recipient of an honorary doctorate.
In this talk, moderated by Prof. Shahar Kvatinsky, Moran will share the story behind the development and global impact of the flash drive, the challenges of bringing a revolutionary hardware product to market, and his perspective on the future of hardware innovation. He will also discuss the unique strengths Technion graduates bring to today’s high-tech ecosystem.
Dov Moran is one of Israel’s most influential figures in global technology—an entrepreneur, venture capitalist, and founder of Grove Ventures, a leading VC fund managing roughly half a billion dollars.
The event will take place on Wednesday, November 26, 2025, at 12:30, in Auditorium 1003, 10th floor, Meyer Building.
Registration: https://forms.office.com/r/sLY0fYd2Xz
ACRC Webinar: Secure In-memory Computing Architectures
Date: November 19, 2025 – Wednesday
Time: 17:00 – 18:30 Israel Time
Speaker: Dr. Farhad Merchant, Bernoulli Institute – the University of Groningen, the Netherlands
Language: English
Abstract:
In this talk, I will introduce my research group’s activities, outlining our general philosophy and key research directions. I will begin with MAGIC-based in-memory computing (IMC) architectures, detailing their experimental validation—with emphasis on MAGIC OR and NOT implementations. Expanding beyond general-purpose IMC, I will present our work on application-specific implementations of the Tsetlin machine, demonstrating its tailored efficiency for targeted workloads. The discussion will then shift to our hardware prototyping efforts, bridging theory and practice. Finally, I will highlight advances in hardware-oriented security and trust, including physically unclonable functions (PUFs), true random number generators (TRNGs), and integrated security architectures—addressing critical challenges in modern computing systems.
Bio:
Farhad is trained in electronics engineering and received his PhD from the Indian Institute of Science, Bangalore. After his PhD, he worked in industry (Bosch Research) and academia (NTU and RWTH Aachen University), in various research roles such as researcher and postdoctoral research fellow. Farhad worked at Newcastle University as a Lecturer (Assistant Professor) from December 2022 until June 2024. He joined the University of Groningen as an Assistant Professor of Innovative Computer Architecture at the Bernoulli Institute on July 1, 2024. He is also affiliated to CogniGron.
His research interests are emerging technology-based computing and hardware-oriented security. Farhad has received the best paper awards at ISQED 2022, NEWCAS 2023, and VLSI-DAT 2024. Besides, he has received a Minerva Short-Term fellowship to visit Technion – Israel Institute of Technology, the HiPEAC technology transfer award in 2019, and the DAAD Sandwich Model scholarship during his PhD to visit RWTH Aachen University, Germany. Farhad also serves as a technical programme committee member in major conferences such as DAC, ISLPED, ICCAD, ESWeek, ICCD, and VLSI-SoC. He is an associate editor in the IEEE Embedded System Letters. He has co-founded an annual workshop entitled Secure Hardware, Architectures, and Software – SeHAS, which has been organised at the HiPEAC conference since 2019. Farhad is the coordinator of the REACT Doctoral Network funded by MSCA (project-react.eu)
The webinar is free, but registration is required. The Zoom link will be sent after registration.
