Critical nonlinear aspects of hopping transport for reconfigurable logic in disordered dopant networks

Tertilt, Henri; Mensing, Jonas: Becker, Marlon: van der Wiel, Wilfred G.; Bobbert, Peter A.: Heuer, Andreas (2024)
In: Physical Review Applied, 22(2)
Type of Publication: Research article (journal)

Learning Proposal Distributions in Simulated Annealing via Template Networks: A Case Study in Nanophotonic Inverse Design.

Becker, Marlon; Butz, Marco; Lemli, David; Schuck, Carsten; Risse, Benjamin (2024)
In: Apostolos Antonacopoulos; Subhasis Chaudhuri; Rama Chellappa; Cheng-Lin Liu; Saumik Bhattacharya; Umapada Pal (eds.), Pattern Recognition. Kolkata, India: .
Type of Publication: Research article (book contribution)

A Universal Approach to Nanophotonic Inverse Design through Reinforcement Learning

Butz M; Leifhelm A; Becker M; Risse B; Schuck C (2023)
In: Optica Publishing Group (eds.), CLEO 2023, paper STh4G.3. San Jose: .
Type of Publication: Research article in edited proceedings (conference)

Adaptive Photo-Chemical Nonlinearities for Optical Neural Networks

Becker, Marlon; Riegelmeyer, Jan; Seyfried, Maximilian; Ravoo, Bart-Jan; Schuck, Carsten; Risse, Benjamin (2023)
In: Advanced Intelligent Systems, ‎ 5(12)
Type of Publication: Research article (journal)

Utilizing a tablet-based artificial intelligence system to assess movement disorders in a prospective study

Purk M.; Fujarski M.; Becker M.; Warnecke T.; Varghese J. (2023)
In: Scientific Reports, 13(1)
Type of Publication: Research article (journal)

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Accelerating Finite-Difference Frequency-Domain Simulations for Inverse Design Problems in Nanophotonics using Deep Learning Schulte L; Butz M; Becker M; Risse B; Schuck C (2024) In: Journal of the Optical Society of America B, 41(4) Type of Publication: Research article (journal)
Critical nonlinear aspects of hopping transport for reconfigurable logic in disordered dopant networks Tertilt, Henri; Mensing, Jonas: Becker, Marlon: van der Wiel, Wilfred G.; Bobbert, Peter A.: Heuer, Andreas (2024) In: Physical Review Applied, 22(2) Type of Publication: Research article (journal)
Probabilistic photonic computing with chaotic light Brückerhoff-Plückelmann F; Borras H; Klein B; Varri A; Becker M; Dijkstra J; Brückerhoff M; Wright CD; Salinga M; Bhaskaran H; Risse B; Fröning H; Pernice W (2024) In: Nature Communications, 15(1) Type of Publication: Research article (journal)
Learning Proposal Distributions in Simulated Annealing via Template Networks: A Case Study in Nanophotonic Inverse Design. Becker, Marlon; Butz, Marco; Lemli, David; Schuck, Carsten; Risse, Benjamin (2024) In: Apostolos Antonacopoulos; Subhasis Chaudhuri; Rama Chellappa; Cheng-Lin Liu; Saumik Bhattacharya; Umapada Pal (eds.), Pattern Recognition. Kolkata, India: . Type of Publication: Research article (book contribution)
Coherent dimension reduction with integrated photonic circuits exploiting tailored disorder Wendland D; Becker M; Brückerhoff-Plückelmann F; Bente I; Busch K; Risse B; Pernice WH (2023) In: Journal of the Optical Society of America B, 40(3) Type of Publication: Research article (journal)
A Universal Approach to Nanophotonic Inverse Design through Reinforcement Learning Butz M; Leifhelm A; Becker M; Risse B; Schuck C (2023) In: Optica Publishing Group (eds.), CLEO 2023, paper STh4G.3. San Jose: . Type of Publication: Research article in edited proceedings (conference)
A Novel Approach to Nanophotonic Black-Box Optimization Through Reinforcement Learning Butz, Marco; Leifhelm, Alexander; Becker, Marlon; Risse, Benjamin; Schuck, Carsten (2023) In: DPG (eds.), Q 30 Nano-optics. Hannover: . Type of Publication: Research article in edited proceedings (conference)
Adaptive Photo-Chemical Nonlinearities for Optical Neural Networks Becker, Marlon; Riegelmeyer, Jan; Seyfried, Maximilian; Ravoo, Bart-Jan; Schuck, Carsten; Risse, Benjamin (2023) In: Advanced Intelligent Systems, ‎ 5(12) Type of Publication: Research article (journal)
Event-driven adaptive optical neural network Brückerhoff-Plückelmann, Frank; Bente, Ivonne; Becker, Marlon; Vollmar, Niklas; Farmakidis, Nikolaos; Lomonte, Emma; Lenzini, Francesco; Wright, C David; Bhaskaran, Harish; Salinga, Martin; Risse, Benjamin; Pernice, Wolfram HP (2023) In: Science advances, 9(42) Type of Publication: Research article (journal)
Utilizing a tablet-based artificial intelligence system to assess movement disorders in a prospective study Purk M.; Fujarski M.; Becker M.; Warnecke T.; Varghese J. (2023) In: Scientific Reports, 13(1) Type of Publication: Research article (journal)