74.6 kB

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CharlesCNorton

neural_attractor: an energy-based threshold computer where computation is relaxation to a ground state and the program is the coupling matrix. No program counter, no clock, no forward-only execution: clamp any subset of wires and relax. AND/OR/NOT energy gadgets (each zero iff the gate relation holds) make it universal by construction; forward evaluation is exact, and clamping outputs runs circuits backward (an 8x8 multiplier compiled to couplings factors 35=5x7, 143=11x13) or solves SAT. Module, tests, artifact builder, and the shipped coupling matrix.

7ed141b 8 days ago

build_all.py

8.07 kB
float mul: full IEEE subnormal support via a unified right-shift renormalizer (right-shift the product by F+1-min(nlz,exp_base)); oracle validated bit-exact against numpy over all classes including deep underflow; all float variants rebuilt 8 days ago
build_attractor.py

2.5 kB
neural_attractor: an energy-based threshold computer where computation is relaxation to a ground state and the program is the coupling matrix. No program counter, no clock, no forward-only execution: clamp any subset of wires and relax. AND/OR/NOT energy gadgets (each zero iff the gate relation holds) make it universal by construction; forward evaluation is exact, and clamping outputs runs circuits backward (an 8x8 multiplier compiled to couplings factors 35=5x7, 143=11x13) or solves SAT. Module, tests, artifact builder, and the shipped coupling matrix. 8 days ago
cpu_programs.py

24.9 kB
Add neural_matrix8 and neural_subleq8io (universal constructor); move dev scripts to tools/ 9 days ago
play.py

10.8 kB
Rename to threshold-computers (heading, citation, URL) 9 days ago
prune_weights.py

19.3 kB
Move source library into src/; repoint module, tool, and README paths 9 days ago
test_attractor.py

4.63 kB
neural_attractor: an energy-based threshold computer where computation is relaxation to a ground state and the program is the coupling matrix. No program counter, no clock, no forward-only execution: clamp any subset of wires and relax. AND/OR/NOT energy gadgets (each zero iff the gate relation holds) make it universal by construction; forward evaluation is exact, and clamping outputs runs circuits backward (an 8x8 multiplier compiled to couplings factors 35=5x7, 143=11x13) or solves SAT. Module, tests, artifact builder, and the shipped coupling matrix. 8 days ago
test_cpu.py

4.49 kB
Move source library into src/; repoint module, tool, and README paths 9 days ago