
Digital & AI Chip-(Co)-Design

Analog and Mixed-Signal Chip-Design @ KIT

Ultra Low Power Chip-Design @ KIT

Radio-Frequency Chip-Design @ KIT

Photonic Chip-Design @ KIT

Emerging Technology Chip-Design @ KIT
Design of Chip Interconnects and Packages
Chip-Design Methods
Chip-Design Methods @ KIT
- Design automation:
- for reliable and secure (AI) hardware
- AI assisted design:
- optimization e.g. for power amplifiers
- AutoML for embedded DNN & LLM …
- Open Source & service design tools
- From cloud to device: cross-platform Co-Design
- Design space optimization
- Software/Hardware Co-Design:
- Simulation, FPGA emulation
- Full RISC-V SoC flow: from design to tapeout
- CPU/GPU/accelerator mapping & deployment
- Methods
- Central/de-central partitioning Methods
- Process design kit development
- KIT-Groups:
- Tahoori, Becker, Henkel, Aghassi, Beigl, NN-ASD, NN-ACD
Technology Transfer
Technology Transfer
- Startups:
- milli IC - www.milli-ic.com
- Wellenzahl Radar- und Sensortechnik - www.wellenzahl.com
- emmtrix Technologies - www.emmtrix.com
- Deeplight - www.deeplight.ai
- Teragear - www.teragear.ai
- Vanguard Automation - www.vanguard-automation.com
- Luxtelligence - www.luxtelligence.ai
- SilOriX - www.silorix.com
- Keystone photonics - www.keystone-photonics.com
- Liftwise - www.liftwise.de
Chip-Design Expertise
Chip-Design Expertise @ KIT
- Prof. Cagri Ulusoy: radio frequency chip-design
- Prof. Ivan Peric: analog and mixed-signal chip-design
- Prof. Jasmin Aghassi-Hagmann: ultra low power chip design, neuromorphic, flexible chips
- Prof. Christian Koos: design of photonic chips and packages
- Prof. Thomas Zwick: design of RF packages, SiP, on-chip RF passives
- Prof. Jürgen Becker: digital SoC/SiP design & deployment
- Prof. Jörg Henkel: embedded architectures and machine learning
- Prof. Mehdi Tahoori: EDA, STCO, flexible electronics
- Dr. Michele Caselle: advanced silicon sensors and electronic design
- Prof. Sebastian Kempf: design of superconducting quantum sensors
- Prof. Michael Beigl: embedded chip-design for waerables
- Prof. Sebastian Randel: photonic chip-design & DSP ASIC-Design
- Dr. Thomas Blank: package design for high-power ICs
- Dr. Marc Schneider: photonic chip-design
- Prof. Tobias Huber-Loyola: design of quantum emitter environments
- Prof. NN-BE: new professorship for „biomedical electronics“ -> design of low power Ics
- Prof. NN-ASD: AI-based system development -> chip-design methods
- Prof. NN-ACD: AI methods in chip design –> chip-design methods
Chip-Design Education
Chip-Design Education @ KIT
- KIT Chipdesign House (KCH):
- Advancing Education & Eco Systems …
- Enhanced System-on-Chip course
- Full RISC-V SoC flow: from design to tapeout
- Custom Wishbone peripheral development
- Simulation, FPGA emulation, RTL2GDS
- Based on Open Source Tools and IHP Open PDK
- Reference design taped out & teaching materials
- Workshop organization (WIP)
- Tiny Tapeout with founder Matt Venn
- Graphical digital design for all students
- Chipdesign with Synopsys
- Covers analog, digital, packaging, and more
- Intensive 2-week course for KIT PhD students
- In-house workshop development
- ITIV Open Source Chip Design Workshop
- Verilog Workshop using Tiny Tapeout
- KIT-Groups: all
Digital & AI Chip-(Co)-Design
- Design for domain-specific architectures
- Cross-layer approximations AI Chip Co-design
- ML & DNN & HW Circuits
- ML-driven power & thermal management
- DSP ASCI-design for high-speed transceivers
- Hardware-software co-design of AI hardware and algorithms
- Chiplet-based system integration & AI deployment
- Partitioning Workload, Memory & Computing
- Heterogenous Chiplet Integration with CDKs
- Wearable Design: Interdisciplinary human to technology design to product (CE) & application
- KIT-Groups: Becker, Randel, Henkel, Tahoori, Beigl
Analog and Mixed-Signal Chip-Design @ KIT
- Extensive experience in mixed-signal ASIC design, with 70 chips developed across 10 technology nodes (16–350 nm) in 35 MPW and 13 engineering runs since 2014
- Large variety of analog and mixed-signal circuits:
- Multichannel and high-speed ADCs/DACs
- Multichannel high-voltage drivers and low-noise amplifiers
- High-voltage CMOS active pixel sensors
- Security analog circuits, physical unclonable functions
- Sensor interface circuits, e.g. decoders for large area sensing
- Radiation-hardened circuits
- KIT-Groups: Peric, Aghassi-Hagmann, Ulusoy, Caselle
Ultra Low Power Chip-Design @ KIT
- Design of hybrid systems in foil with thinned ASICs
- Design of printed electronics
- Design and optimization of ultra resource constrained flexible and printed mixed-signal (AI) chips (ERC-AdG)
- Design of Analog neuromorphic circuits including memristors
- Advanced node CMOS VLSI (e.g. 16nm, 3N, 18Angström (tbd)) analog and mixed signal design, e.g. oscillator circuits, low noise, ..
- Design of low-power embedded systems (wearables)
- Design of biomedical ICs
- KIT-Groups: Aghassi-Hagmann, Peric, Beigl, Henkel, Tahoori, NN-BE
Radio-Frequency Chip-Design @ KIT
- Access to advanced IC technologies
- GlobalFoundries 22 nm FD-SOI CMOS
- IHP, Infineon, ST SiGe BiCMOS
- III-V Labs InP HBTs…
- Since 2019: 25 Tape-outs, >85 mm2
- Chip Design for various applications
- Mm-Wave Radar, Communications
- Optical communications
- Space & scientific/niche applications
- Broad frequency range DC - >300GHz
- KIT-Groups: Ulusoy, Zwick
Photonic Chip-Design @ KIT
- Photonic chip design based on in-house fabrication (KCOP) or foundry-based fabless processing
- Cooperation with leading photonic foundries such as IMEC (BE) or AMF (SG)
- Applications: Optical communications, microwave photonics / photonic-electronic signal processing, optical sensing and metrology
- Inter-university master course with RWTH Aachen and TU Berlin: “Photonic Integrated Circuits – Design and Applications (PICDA)”
- KIT-Groups: Koos, Randel, Schneider
Emerging Technology Chip-Design @ KIT
- In-memory Spintronic Computing for Bayesian Neural Networks
- Design of superconducting quantum sensors
- dc-SQUIDs, rf-SQUIDs, SQUID-based multiplexers
- Cryogenic microcalorimeters and microbolometers
- Superconducting resonators and filters
- Resonator circuit design for quantum computing
- Design of single emitter nanocavities and on-chip photon routing
- Cross-disciplinary system architecture integration of emerging technologies (RFET, MRAM, RRAM, …) to shape future architectures
- KIT-Groups: Kempf, Aghassi-Hagmann, Tahoori, Huber-Loyola, Becker









