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* See our "[[People]]" page for a list of everyone in the group.
* See our "[[People]]" page for a list of everyone in the group.
* See our "[[Research]]" page for an overview of our research activities.
* See our "[[Research]]" page for an overview of our research activities.
* See our "[[Papers,_Theses,_and_Presentations|Publications]]" page for our papers, presentations, theses, and funding proposals.
* See our "[[Papers, Presentations, Theses, and Patents]]" page for our papers, presentations, theses, and funding proposals.
* See our "[[Tools]]" page for software tools that we have developed.


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==Announcements==
==Announcements==


* Our paper ''[https://cse.umn.edu/ece/feature-stories/best-paper-award-islped-2026-farzad-razi MITRA: Reconfigurable, Low-Latency, and Power-Efficient In-Memory Stochastic Architecture for Transcendental Functions]'' received a '''Best Paper Award''' at the 2026 ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED).
* Our paper on computing with acids and bases has appeared in ''[https://www.nature.com/articles/s41467-023-36206-8 Nature Communications]''.
* We joined a '''$500,000 NSF/MeitY project''' on [https://experts.umn.edu/en/projects/nsf-meity-energy-efficient-quantum-materials-based-magnetic-tunne/ energy-efficient quantum-material magnetic tunnel junctions for unconventional computing] (joint with UMN colleagues Jian-Ping Wang and Ulya Karpuzcu).
* [[Arnav Solanki]] has completed his [https://mriedel.ece.umn.edu/wiki/images/0/0a/Solanki_Carving_a_Niche_in_the_Intersection_of_Computer_Engineering_and_Molecular_Biology.pdf Ph.D.]
* We welcome two new postdocs, [[Arnav Solanki]] and [https://experts.umn.edu/en/persons/farzad-razi/ Farzad Razi]!
* We have received a $1,000,000 grant from the [http://www.nsf.gov NSF] on [https://www.nsf.gov/awardsearch/showAward?AWD_ID=2227578&HistoricalAwards=false DNA Storage] (joint with [http://www.protobiology.org/indexd.php Kate Adamala] and [https://users.ece.utexas.edu/~soloveichik/ David Soloveichik]).
* Our paper ''[https://www.nature.com/articles/s41467-023-36206-8 Digital Circuits and Neural Networks Based on Acid-Base Chemistry Implemented by Robotic Fluid Handling]'' appeared in '''Nature Communications'''.
* Marc was named '''[https://cse.umn.edu/ece/news/professor-marc-riedel-named-fellow-oracles-research-fellows-program Oracle Research Fellow].'''
* [[Ajay Manicka|Ajay]] is leaving our group (our loss). He is joining the Ph.D. program at MIT (their gain).
* We have received a $200,000 grant from [https://www.oracle.com/research/ Oracle].
* [[Arnav Solanki|Arnav]] has completed his [https://mriedel.ece.umn.edu/wiki/images/0/0a/Solanki_Carving_a_Niche_in_the_Intersection_of_Computer_Engineering_and_Molecular_Biology.pdf Ph.D.].
* WE have received a $118,000 grant from [https://www.seagate.com| Seagate] on DNA storage.
* We have received a $200,000 NSF Grant for [https://www.nsf.gov/awardsearch/showAward?AWD_ID=2036064&HistoricalAwards=false| computational work on COVID 19].
* We have received a '''$1,000,000 NSF grant''' for research on [https://www.nsf.gov/awardsearch/showAward?AWD_ID=2227578&HistoricalAwards=false DNA storage] (joint with [https://www.protobiology.org/ Kate Adamala] and [https://users.ece.utexas.edu/~soloveichik/ David Soloveichik]).
* Marc was named an '''[https://cse.umn.edu/ece/news/professor-marc-riedel-named-fellow-oracles-research-fellows-program Oracle Research Fellow]'''.
* Our paper [[Media:Salehi Liu Riedel Parhi Computation of Mathematical Functions using DNA via Fractional Coding.pdf| Computation of Mathematical Functions using DNA via Fractional via Fractional Coding]] has appeared in [https://www.nature.com/articles/s41598-018-26709-6 Nature Scientific Reports].
* We have received a $200,000 grant from [https://www.oracle.com/research/ Oracle].
* We have received a $2,200,000 million grant from the [https://www.darpa.mil DARPA] [https://www.darpa.mil/program/molecular-informatics Molecular Informatics Program] to pursue research on [[Media:Darpa-grant-storage-with-native-dna.pdf|DNA Computing]] (joint with colleagues [https://ece.illinois.edu/directory/profile/milenkov Olgica Milenkovic] and the [http://users.ece.utexas.edu/~soloveichik/ David Soloveichik]).
* We have received a $115,000 grant from [https://www.seagate.com/ Seagate] for research on DNA storage.
* [https://sites.google.com/a/umn.edu/mhassannajafi/home M. Hassan Najafi] has completed his Ph.D. He has accepted a tenure-track position at the [https://louisiana.edu University of Louisiana].
* We have received a $200,000 NSF grant for [https://www.nsf.gov/awardsearch/showAward?AWD_ID=2036064&HistoricalAwards=false computational work on COVID-19].
* [https://www.engr.uky.edu/directory/salehi-sayed-ahmad Ahmad Salehi] has completed his [https://mriedel.ece.umn.edu/wiki/images/1/18/Salehi_Digital_Logic_and_Signal_Processing_Computations_with_Molecular_Reactions.pdf Ph.D.] He has accepted a tenure-track position at the [https://www.engr.uky.edu University of Kentucky].
* The [http://www.umn.edu/regents/ Board of Regents] of the [http://www.umn.edu University of Minnesota] has promoted [[Marc Riedel|Marc]] to Full Professor.
* Our paper [[Media:Najafi_Lilja_Riedel_Bazargan_Polysynchronous_Clocking_Exploiting_the_Skew_Tolerance_of_Stochastic_Circuits.pdf | on polysynchronous clocking]] was the [https://ieeexplore.ieee.org/document/7911306 IEEE Transaction on Computers] "Feature Paper of the Month."
* Our paper [[Media:Salehi Liu Riedel Parhi Computation of Mathematical Functions using DNA via Fractional Coding.pdf|Computing Mathematical Functions Using DNA via Fractional Coding]] appeared in [https://www.nature.com/articles/s41598-018-26709-6 Scientific Reports].
* Our work on [[Papers,_Theses,_and_Presentations#Computing_with_Random_Bit_Streams | A Deterministic Approach to Stochastic Computing]] has received critical acclaim: it upends the conventional thinking on stochastic computing (a field that we pioneered back in 2008).
* We have received a '''$2,200,000 DARPA grant''' through the [https://www.darpa.mil/program/molecular-informatics Molecular Informatics program] to pursue research on [https://mriedel.ece.umn.edu/wiki/images/9/9f/Riedel_Storage_and_Processing_with_Native_DNA.pdf DNA computing] (joint with [https://ece.illinois.edu/directory/profile/milenkov Olgica Milenkovic] and [http://users.ece.utexas.edu/~soloveichik/ David Soloveichik]).
* [[Ahmad Salehi|Ahmad]] received the [http://www.grad.umn.edu/fellowships/ddf/ Doctoral Dissertation Fellowship].
* [https://sites.google.com/a/umn.edu/mhassannajafi/home Hassan] has completed his Ph.D. He has accepted a tenure-track position at the [https://louisiana.edu University of Louisiana].
* We received two NSF Grants:
* [https://www.engr.uky.edu/directory/salehi-sayed-ahmad Ahmad] has completed his [https://mriedel.ece.umn.edu/wiki/images/1/18/Salehi_Digital_Logic_and_Signal_Processing_Computations_with_Molecular_Reactions.pdf Ph.D.] He has accepted a tenure-track position at the [https://www.engr.uky.edu University of Kentucky].
** $800,000 for a proposal titled ''[[Media:Bazargan_Frisbie_Harjani_Lilja_Riedel_Design_in_a_Post-CMOS_Era_when_Transistor_Counts_Matter_Again.pdf | Back to the Future with Printed, Flexible Electronics Design]]''
* Our paper [[Media:Najafi_Lilja_Riedel_Bazargan_Polysynchronous_Clocking_Exploiting_the_Skew_Tolerance_of_Stochastic_Circuits.pdf|on polysynchronous clocking]] was the [https://ieeexplore.ieee.org/document/7911306 IEEE Transactions on Computers] "Feature Paper of the Month."
(joint with UMN colleagues [https://www.ece.umn.edu/~kia/ Kia Bazargan], [http://www.ece.umn.edu/~harjani/ Ramesh Harjani], [http://www.arctic.umn.edu/lilja.shtml David Lilja], and [http://research.cems.umn.edu/frisbie Dan Frisbie]).
* Our work on [[Papers,_Presentations,_Theses,_and_Patents#Computing_with_Random_Bit_Streams |a deterministic approach to stochastic computing]] has received critical acclaim: it upends the conventional thinking on stochastic computing (a field that we pioneered back in 2008).
** $300,000 for a proposal titled [[Media:Riedel_Parhi_Advanced_Digital_Signal_Processing_with_DNA.pdf | Advanced Signal Processing with DNA]] (joint with UMN colleague [http://www.ece.umn.edu/~parhi/ Keshab Parhi]).
* [[Ahmad Salehi|Ahmad]] has received the [http://www.grad.umn.edu/fellowships/ddf/ Doctoral Dissertation Fellowship].
* We received two NSF grants:
** '''$800,000''' for a proposal titled [[Media:Bazargan_Frisbie_Harjani_Lilja_Riedel_Design_in_a_Post-CMOS_Era_when_Transistor_Counts_Matter_Again.pdf | Back to the Future with Printed, Flexible Electronics Design]] (joint with UMN colleagues [https://www.ece.umn.edu/~kia/ Kia Bazargan], [http://www.ece.umn.edu/~harjani/ Ramesh Harjani], [http://www.arctic.umn.edu/lilja.shtml David Lilja], and [http://research.cems.umn.edu/frisbie Dan Frisbie]),
** $400,000 for a proposal titled [[Media:Riedel_Parhi_Advanced_Digital_Signal_Processing_with_DNA.pdf | Advanced Signal Processing with DNA]] (joint with UMN colleague [http://www.ece.umn.edu/~parhi/ Keshab Parhi]).
* [[John Backes | John]] has earned his Ph.D. He joined [http://www.rockwellcollins.com/ Rockwell Collins].
* [[John Backes | John]] has earned his Ph.D. He joined [http://www.rockwellcollins.com/ Rockwell Collins].
* [[Mustafa Altun | Mustafa]] has earned his Ph.D. He has accepted a tenure-track position at the [http://www.itu.edu.tr/en/ Istanbul Technical University].
* [[Mustafa Altun | Mustafa]] has earned his Ph.D. He has accepted a tenure-track position at the [http://www.itu.edu.tr/en/ Istanbul Technical University].
* [[Hua Jiang| Hua]] has earned his Ph.D. He joined [http://www.synopsys.com/ Synopsys].
* [[Hua Jiang| Hua]] has earned his Ph.D. He joined [http://www.synopsys.com/ Synopsys].
* We received a $400,000 grant from the NSF for research on [http://mriedel.ece.umn.edu/wiki/images/9/93/Parhi_Riedel_Digital_Signal_Processing_with_Biomolecular_Reactions.pdf signal processing with DNA] (joint with UMN colleague [http://www.ece.umn.edu/~parhi/ Keshab Parhi]).
* The [http://www.umn.edu/regents/ Board of Regents] of the [http://www.umn.edu University of Minnesota] has conferred [http://regents.umn.edu/sites/default/files/policies/FacultyTenure1.pdf indefinite tenure] on [[Marc Riedel | Marc]].
* [[John Backes| John]] received the [http://www.grad.umn.edu/fellowships/ddf/ Doctoral Dissertation Fellowship].umn.edu University of Minnesota].
* [[John Backes|John]] received the [http://www.grad.umn.edu/fellowships/ddf/ Doctoral Dissertation Fellowship].
* We received a $300,000 grant from the NSF for research on [http://mriedel.ece.umn.edu/wiki/images/3/36/Riedel_Bazargan_Harjani_Lilja_Digital_Yet_Deliberately_Random_Synthesizing_Logical_Computation_on_Stochastic_Bit_Streams.pdf stochastic computing] (joint with UMN colleagues [https://www.ece.umn.edu/~kia/ Kia Bazargan], [http://www.ece.umn.edu/~harjani/ Ramesh Harjani], and [http://www.arctic.umn.edu/lilja.shtml David Lilja]).
* We received a $400,000 grant from the [[Papers,_Theses,_and_Presentations#Funding Proposals | NSF Computing and Communications Foundations Program]].
* The [http://www.umn.edu/regents/ Board of Regents] of the [http://www.umn.edu University of Minnesota] has conferred [http://regents.umn.edu/sites/default/files/policies/FacultyTenure1.pdf indefinite tenure] on [[Marc Riedel |Marc]].
* [[Weikang Qian | Weikang]] has earned his Ph.D. He has accepted a tenure-track position at the [http://umji.sjtu.edu.cn University of Michigan–Shanghai Jiao Tong University Joint Institute].
* [[Weikang Qian | Weikang]] received the [http://www.grad.umn.edu/fellowships/ddf/ Doctoral Dissertation Fellowship].
* [[Weikang Qian |Weikang]] has earned his Ph.D. He has accepted a tenure-track position at the [http://umji.sjtu.edu.cn University of Michigan–Shanghai Jiao Tong University Joint Institute].
* [[Weikang Qian |Weikang]] has received the [http://www.grad.umn.edu/fellowships/ddf/ Doctoral Dissertation Fellowship].
* Our group received a $200,000 grant from the [[Papers,_Theses,_and_Presentations#Funding Proposals | NSF Computing and Communications Foundations Program]] in June, 2009.
* We have received a $100,000 grant for research on [http://cctbio.ece.umn.edu/wiki/images/4/49/Kaznessis_Schmidt_Riedel_Computational_Methods_for_Forward_Biological_Engineering.pdf synthetic biology] from the [https://cse.umn.edu/ Digital Technology Center] (joint with UMN colleagues [https://www.cems.umn.edu/people/faculty/yiannis-kaznessis Yiannis Kaznessis] and [http://cbs.umn.edu/schmidt-dannert-lab/home Claudia Schmidt-Dannert]).
* We received a $500,000 grant with the [[Papers,_Theses,_and_Presentations#Funding Proposals | NSF CAREER Award]].
* We have received a $200,000 grant from the NSF for research on [http://mriedel.ece.umn.edu/wiki/images/7/7d/Parhi_Riedel_Synthesizing_Signal_Processing_Functions_with_Biochemical_Reactions.pdf signal processing with DNA] (joint with UMN colleague [http://www.ece.umn.edu/~parhi/ Keshab Parhi]).
* [[Marc Riedel | Marc]] received an [[Papers,_Theses,_and_Presentations#Funding Proposals | NSF CAREER Award]], the National Science Foundation's most prestigious award in support of junior faculty.
* We have received a '''$500,000 NSF grant''' along with Marc's [http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=0845650&WT.z_pims_id NSF CAREER Award].
* We received a $325,000 grant from the [http://www.fena.org Center on Functional Engineered Nano Architectonics (FENA)], a joint [http://www.src.org Semiconductor Research Corporation (SRC)]/[http://www.defense.gov Department of Defense] research center.
* [[Marc Riedel |Marc]] has received the [http://www.nsf.gov/awardsearch/showAward.do?AwardNumber=0845650&WT.z_pims_id NSF CAREER Award] for his research on "[https://mriedel.ece.umn.edu/wiki/images/8/8a/Riedel_Computing_with_Things_Small_Wet_and_Random_Design_Automation_for_Digital_Computation_with_Nanoscale_Technologies_and_Biological_Processes.pdf '''things small, wet, and random''']." This is the National Science Foundation's most prestigious award in support of junior faculty.
* We have received a $78,000 grant for research on [http://cctbio.ece.umn.edu/wiki/images/4/48/Riedel_Tackling_the_Stochastic_Simulation_of_Biochemical_Networks_with_Real_Computing_Power.pdf stochastic simulation of chemical reactions] from the [https://r.umn.edu/academics-research/graduate/bicb BICB program] (joint with [https://en.wikipedia.org/wiki/IBM_Rochester IBM Rochester]).
* We have received a $325,000 grant for research on [http://mriedel.ece.umn.edu/wiki/images/8/8e/Riedel_Exploiting_Percolation_and_Randomness_in_the_Concurrent_Logical_and_Physical_Design_of_Digital_Nanoscale_Circuits.pdf probabilistic computing] from the Center on Functional Engineered Nano Architectonics (FENA), a joint [http://www.src.org Semiconductor Research Corporation (SRC)]/[http://www.defense.gov Department of Defense] research center.
* Our paper ''[[Papers,_Presentations,_Theses,_and_Patents#The_Synthesis_of_Cyclic_Combinational_Circuits|The Synthesis of Cyclic Combinational Circuits]]'' received the '''Best Paper Award''' at the 2003 ACM/IEEE Design Automation Conference (DAC).

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Latest revision as of 00:16, 30 August 2026


A collaborative website for Prof. Marc Riedel's research group at the University of Minnesota.

About the Group

The group consists of Prof. Marc Riedel and his students in the Department of Electrical and Computer Engineering at the University of Minnesota. Our research activities encompass topics in logic synthesis and verification, as well as in synthetic and computational biology. A broad theme is the application of expertise from digital circuit design to new areas.

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Announcements


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