270 Neurocore

270 : Neurocore

Design render
  • Author: Kyrylo Kalashnikov
  • Description: 2x2 systolic array multiplier using 16bit floats
  • GitHub repository
  • Clock: 20000000 Hz

How it works

This is a an implementation of a classic systolic array multiplier with uart interface.

This implimention can multiply 2x2 matrix by another 2x2 matrix. The calculations are done in float16.

How to test

Your "How to Test" section outlines a clear testing protocol for your systolic array multiplier with a UART interface, designed to multiply 2x2 matrices using float16 representations. To make it more structured and clear, I've refined your instructions below:


How to Test

  1. Initialization Sequence: Begin by sending the initialization sequence 11111110 to the device. This sequence prepares the device to start receiving data for matrix multiplication.

  2. Sending Matrix Data:

    • You will need to send the elements of the two matrices you wish to multiply. Each matrix element is a float16 number, which must be transmitted as two separate 8-bit frames (high byte first).
    • Since you are multiplying 2x2 matrices, you must send a total of 8 float16 numbers, equating to 16 data frames of 8 bits each.
    • For clarity, send the matrix elements in row-major order. For example, if your matrices are A and B, with elements a11, a12, a21, a22 for A and similarly for B, send them in the order a11, a12, a21, a22, b11, b12, b21, b22.
  3. Receiving the Result:

    • Upon completion of the data processing, the device will first send back an acknowledgment sequence 11111110, indicating that the multiplication process is complete and the device is about to send the result.
    • Following this, expect to receive the result of the matrix multiplication in a similar format to the input. The device will send 4 float16 numbers (representing the resulting matrix elements) as 8-bit frames (high byte first), which you will need to interpret accordingly.
  4. Interpreting the Results:

    • Collect the 8-bit frames received from the device and reconstruct them into float16 numbers to obtain the resulting matrix elements.
    • These elements represent the resultant matrix from the multiplication of the two input matrices.

External hardware

No external hardware is used for this project.

IO

#InputOutputBidirectional
0RX inputRX outputBlock multiply done status
1Calculation start signal
2Send State bit 0
3Send State bit 1
4Send State bit 2
5Send State bit 3
6Done send signal
7Send data signal

Chip location

Controller Mux Mux Mux Mux Mux Mux Mux Mux Mux Mux Mux Analog Mux Mux Mux Mux Mux Mux Mux Mux Mux Mux Mux Analog Mux Mux Mux Mux Mux Mux Mux Mux Mux Mux tt_um_chip_rom (Chip ROM) tt_um_factory_test (TinyTapeout 06 Factory Test) tt_um_analog_factory_test (TT06 Analog Factory Test) tt_um_analog_factory_test (TT06 Analog Factory Test) tt_um_urish_charge_pump (Dickson Charge Pump) tt_um_psychogenic_wowa (WoWA) tt_um_oscillating_bones (Oscillating Bones) tt_um_kevinwguan (Crossbar Array) tt_um_coloquinte_moosic (Moosic logic-locked design) tt_um_alexsegura_pong (Pong) tt_um_iron_violet_simon (Iron Violet) tt_um_tomkeddie_a (VGA Experiments in Tennis) tt_um_MichaelBell_tinyQV (TinyQV Risc-V SoC) tt_um_andychip1_sn74169 (sn74169) tt_um_mattvenn_r2r_dac (Analog 8bit R2R DAC) tt_um_thorkn_audiochip_v2 (AudioChip_V2) tt_um_faramire_gate_guesser (Gate Guesser) tt_um_urish_simon (Simon Says game) tt_um_TT06_SAR_wulffern (TT06 8-bit SAR ADC) tt_um_soundgen (soundgen) tt_um_ledcontroller_Gatsch (ledcontroller) tt_um_digitaler_filter_rathmayr (Digitaler Filter) tt_um_histefan_top (Snake Game) tt_um_mayrmichael_wave_generator (Wave Generator) tt_um_advanced_counter (jku-tt06-advanced-counter) tt_um_FanCTRL_DomnikBrandstetter (PI-Based Fan Controller) tt_um_ps2_morse_encoder_top (PS/2 Keyboard to Morse Code Encoder) tt_um_calculator_muehlbb (16-bit calculator) tt_um_hpretl_tt06_tempsens (Temperature Sensor NG) tt_um_haeuslermarkus_fir_filter (FIR Filter with adaptable coefficients) tt_um_mattvenn_rgb_mixer (RGB Mixer demo) tt_um_analog_loopback (Analog loopback) tt_um_entwurf_integrierter_schaltungen_hadner (Projekt KEIS Hadner Thomas) tt_um_seven_segment_fun1 (7-segment-FUN) tt_um_moving_average_master (Moving average filter) tt_um_rgbled_decoder (SPI to RGBLED Decoder/Driver) tt_um_4bit_cpu_with_fsm (4-Bit CPU mit FSM) tt_um_flappy_bird (Flappy Bird) tt_um_drops (drops) tt_um_enieman (UART-Programmable RISC-V 32I Core) tt_um_gabejessil_timer (2 Player Game) 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modulation tester) tt_um_csit_luks (CSIT-Luks) tt_um_wokwi_395357890431011841 (Trivium Non-Linear Feedback Shift Register) tt_um_drburke3_top (SADdiff_v1) tt_um_cejmu_riscv (TinyRV1 CPU) tt_um_rejunity_current_cmp (Analog Current Comparator) tt_um_loco_choco (BF Processor) tt_um_qubitbytes_alive (It's Alive) tt_um_wokwi_395061443288867841 (BCD to single 7 segment display Converter) tt_um_SJ (SiliconJackets_Systolic_Array) tt_um_ejfogleman_smsdac (8-bit DEM R2R DAC) tt_um_wokwi_395055455727667201 (Hardware Trojan Part II) tt_um_ericsmi_weste_problem_4_11 (Measurement of CMOS VLSI Design Problem 4.11) tt_um_wokwi_395034561853515777 (2 bit Binary Calculator) tt_um_mw73_pmic (Power Management IC) tt_um_Counter_1_shivam (8-bit Binary Counter) tt_um_wokwi_395054508867644417 (SynchMux) tt_um_otp_encryptor (TT06 OTP Encryptor) tt_um_wokwi_395514572866576385 (Parity Generator) tt_um_ADPCM_COMPRESSOR (ADPCM Encoder Audio Compressor) tt_um_3515_sequenceDetector (Sequence detector using 7-segment) tt_um_faramire_stopwatch (Simple Stopwatch) tt_um_ks_pyamnihc (Karplus-Strong String Synthesis) tt_um_dlmiles_muldiv8 (MULDIV unit (8-bit signed/unsigned)) tt_um_dlmiles_muldiv8_sky130faha (MULDIV unit (8-bit signed/unsigned) with sky130 HA/FA cells) tt_um_tommythorn_ncl_lfsr (NCL LFSR) tt_um_lk_ans_top (ANS Encoder/Decoder) tt_um_MichaelBell_latch_mem (Latch RAM (64 bytes)) tt_um_wokwi_395179352683141121 (Combination Lock) tt_um_Uart_Transciver (UART Transceiver) tt_um_dgkaminski (4-Bit ALU) tt_um_DigitalClockTop (TDM Digital Clock) tt_um_wokwi_394640918790880257 (IFSC Keypad Locker) tt_um_wokwi_395355133883896833 (BIT COMPARATOR) tt_um_alu (SumLatchUART_System) tt_um_alfiero88_VCII (VCII) tt_um_ALU (3-bit ALU) tt_um_topTDC (Convertidor de Tiempo a Digital (TDC)) tt_um_UABCReloj (24 H Clock) tt_um_CDMA_Santiago (CDMA_2024) tt_um_dr_skyler_clock (Clock) tt_um_motor (motor a pasos) tt_um_mult_2b (mult_2b) tt_um_CodHex7seg (Decodificador binario a display 7 segmentos hexadecimal) tt_um_S2P (Serial to Parallel Register) tt_um_PWM (PWM) tt_um_ss_register (serie_serie_register) tt_um_stepper (Stepper) tt_um_g3f (Generador digital trifásico) tt_um_ALU_DECODERS (ALU with a Gray and Octal decoders) tt_um_ram (4 bit RAM) tt_um_sap_1 (SAP-1 Computer) tt_um_guitar_pedal (Integrated Distorion Pedal) tt_um_mbalestrini_usb_cdc_devices (Two ports USB CDC device) tt_um_adammaj (Tiny ALU) tt_um_wokwi_395567106413190145 (4-Bit Full Adder and Subtractor with Hardware Trojan) tt_um_gak25_8bit_cpu_ext (Most minimal extension of friend's 'CPU In a Week' in a day) tt_um_hsc_tdc (UCSC HW Systems Collective, TDC) tt_um_BoothMulti_hhrb98 (UACJ-MIE-Booth 4) tt_um_dlmiles_poc_fskmodem_hdlctrx (FSK Modem +HDLC +UART (PoC)) tt_um_simplez_rcoeurjoly (tt6-simplez) tt_um_nurirfansyah_alits01 (Analog Test Circuit ITS: VCO) tt_um_ppca (drEEm tEEm PPCA) tt_um_wokwi_395522292785089537 (Displays CIt) tt_um_fpu (Dgrid_FPU) tt_um_duk_lif (Leaky Integrate and fire neuron(LIF)) tt_um_bomba1 (Latin_bomba) tt_um_chatgpt_rsnn_paolaunisa (ChatGPT designed Recurrent Spiking Neural Network) tt_um_bit_ctrl (Bit Control) tt_um_array_multiplier_hhrb98 (Array Multiplier) tt_um_wallace_hhrb98 (UACJ-Wallace multiplier) tt_um_I2C_to_SPI (TinyTapeout SPI Master) tt_um_rng (Random number generator) tt_um_wokwi_395599496098067457 (EVEN AND ODD COUNTERS) tt_um_8bitALU (8bit ALU) tt_um_aleena (Analog Sigmoid) tt_um_rejunity_1_58bit (Ternary 1.58-bit x 8-bit matrix multiplier) tt_um_rejunity_fp4_mul_i8 (FP4 x 8-bit matrix multiplier) tt_um_PWM_Controller (PWM Controller) tt_um_couchand_cora16 (CORA-16) tt_um_frq_divider (clk frequency divider controled by rom) tt_um_wokwi_390913889347409921 (Notre Dame Dorms LED) tt_um_timer_counter_UGM (4-Digit Scanning Digital Timer Counter) tt_um_koconnor_kstep (kstep) tt_um_lancemitrex (DIP Switch to HEX 7-segment Display) tt_um_PWM_Sine_UART (PWM_Sinewave_UART) tt_um_nicklausthompson_twi_monitor (TWI Monitor) tt_um_wokwi_395615790979120129 (Cambio de giro de motor CD) tt_um_ancho (Circuito PWM con ciclo de trabajo configurable) tt_um_wokwi_395618714068432897 (32b Fibonacci Original) tt_um_voting_thingey (Voting thingey) tt_um_hsc_tdc_buf (UCSC HW Systems Collective, TDC - BUF2x1) tt_um_hsc_tdc_mux (UCSC HW Systems Collective, TDC - MUX2x1) tt_um_petersn_micro1 (14 Hour Simple Computer) tt_um_sanojn_tlv2556_interface (UART interface to ADC TLV2556 (VHDL Test)) tt_um_gray_sobel (Gray scale and Sobel filter) tt_um_wokwi_395614106833794049 (Universal gates) Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available 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