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reciprocal network

technology1 mentionslast seen Oct 15, 2026

Neural network with symmetric connections where backward pass is the same network run again with error as input.

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reciprocal tau-celldepends onreciprocal network85% confidence1 source

reciprocal network

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reciprocal tau-celldepends onreciprocal network

85% confidence1 supporting mentions

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preprintarXivOct 14, 2026The Reciprocal tau-Cell: A Log-Domain Circuit for On-Chip Learning
The reciprocal tau-cell, a weak-inversion log-domain circuit, makes this practical in standard CMOS. Each cell is a current-mode leaky integrator with a built-in ReLU; each connection is two transistors whose signed strength is a ratio of bias currents. The equilibrium of the network is the solution to a convex program, and latching the cells that are off will hardware linearise the circuit