James Meech

Theoretical analysis of thermodynamic matrix inversion: first-order equivalence to preconditioned gradient descent and implications for analog computing

Recent research has demonstrated the possibility of exploiting the thermodynamics of coupled electrical oscillators to implement computational tasks such as matrix inversion. While physical implementations rely on thermal noise to drive equilibration, we show that the underlying...